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@Electronic{kerasRL,
  Title                    = {Deep Reinforcement Learning for Keras},
  Author                   = {Matthias Plappert et al.},
  HowPublished             = {online},
  Url                      = {https://github.com/matthiasplappert/keras-rl},
  Urldate                  = {2018-01-19},

  Timestamp                = {2018.01.19}
}

@Article{vcrepinvsek2013exploration,
  Title                    = {Exploration and exploitation in evolutionary algorithms: a survey},
  Author                   = {{\v{C}}repin{\v{s}}ek, Matej and Liu, Shih-Hsi and Mernik, Marjan},
  Journal                  = {ACM Computing Surveys (CSUR)},
  Year                     = {2013},
  Number                   = {3},
  Pages                    = {35},
  Volume                   = {45},

  Publisher                = {ACM}
}

@Conference{vsimak2017lethal,
  author    = {{\v{S}}im{\'a}k, Vojtech and Gregor, Michal and Hrubo{\v{s}}, Mari{\'a}n and Nemec, Du{\v{s}}an and Hrb{\v{c}}ek, Jozef},
  title     = {Why Lethal autonomous weapon systems are unacceptable},
  booktitle = {Applied Machine Intelligence and Informatics (SAMI), 2017 IEEE 15th International Symposium on},
  year      = {2017},
  isbn      = {978-1-5090-5655-2},
  pages     = {359--364},
  url       = {https://doi.org/10.1109/SAMI.2017.7880334},
  citdb     = {WOS and SCOPUS},
  timestamp = {2017.05.29},
  ukzu      = {AFD},
}

@Electronic{RLslides,
  Title                    = {Intro to AI: Reinforcement Learning II},
  Author                   = {Pieter Abbeel},
  HowPublished             = {online},
  Organization             = {UC Berkeley},
  Url                      = {https://www.cs.berkeley.edu/~russell/classes/cs188/f14/lecture_videos.html},
  Urldate                  = {2015-04-27},

  Timestamp                = {2015.04.27}
}

@Electronic{timeSeriesPySARIMA2016,
  Title                    = {Seasonal ARIMA with Python},
  Author                   = {Sean Abu},
  HowPublished             = {online},
  Url                      = {http://www.seanabu.com/2016/03/22/time-series-seasonal-ARIMA-model-in-python/},
  Urldate                  = {2017-05-08},
  Year                     = {2016},

  Timestamp                = {2017.05.08}
}

@Inproceedings{abu2009practical,
  Title                    = {Practical fuzzy decision trees},
  Author                   = {Abu-halaweh, NM and Harrison, Robert W},
  Booktitle                = {Computational Intelligence and Data Mining, 2009. CIDM'09. IEEE Symposium on},
  Year                     = {2009},
  Organization             = {IEEE},
  Pages                    = {211--216}
}

@Article{Ackley1985,
  Title                    = {A Learning Algorithm for Boltzmann Machines},
  Author                   = {Ackley, David H and Hinton, Geoffrey E and Sejnowski, Terrence J},
  Journal                  = {Cognitive science},
  Year                     = {1985},
  Number                   = {1},
  Pages                    = {147--169},
  Volume                   = {9},

  Publisher                = {Wiley Online Library}
}

@Article{Ackoff1989,
  Title                    = {From data to wisdom},
  Author                   = {Ackoff, Russell L},
  Journal                  = {Journal of applied systems analysis},
  Year                     = {1989},
  Pages                    = {3--9},
  Volume                   = {16}
}

@Book{affenzeller2009genetic,
  Title                    = {Genetic algorithms and genetic programming: modern concepts and practical applications},
  Author                   = {Affenzeller, Michael and Wagner, Stefan and Winkler, Stephan and Beham, Andreas},
  Publisher                = {Crc Press},
  Year                     = {2009},
  ISBN                     = {978-1-58488-629-7}
}

@Article{aiello2012multi,
  Title                    = {A multi objective genetic algorithm for the facility layout problem based upon slicing structure encoding},
  Author                   = {Aiello, Giuseppe and La Scalia, Giada and Enea, Mario},
  Journal                  = {Expert Systems with Applications},
  Year                     = {2012},
  Number                   = {12},
  Pages                    = {10352--10358},
  Volume                   = {39},

  Publisher                = {Elsevier}
}

@Article{Aladag2012,
  Title                    = {Improvement in Forecasting Accuracy Using the Hybrid Model of ARFIMA and Feed Forward Neural Network},
  Author                   = {Aladag, Cagdas Hakan and Egrioglu, Erol and Kadilar, Cem},
  Journal                  = {American Journal of Intelligent Systems},
  Year                     = {2012},
  Number                   = {2},
  Pages                    = {12--17},
  Volume                   = {2}
}

@Article{Alba2004,
  Title                    = {Evolutionary Algorithms},
  Author                   = {Alba, E. and Cotta, C.},
  Year                     = {2004},

  Quality                  = {1},
  Timestamp                = {2013.10.14},
  Url                      = {http://www.lcc.uma.es/%7Eccottap/papers/eas.pdf},
  Urldate                  = {2014-05-30}
}

@Article{alfaro2010bloat,
  Title                    = {Bloat control operators and diversity in genetic programming: A comparative study},
  Author                   = {Alfaro-Cid, Eva and Merelo, JJ and de Vega, F Fern{\'a}ndez and Esparcia-Alc{\'a}zar, Anna Isabel and Sharman, Ken},
  Journal                  = {Evolutionary Computation},
  Year                     = {2010},
  Number                   = {2},
  Pages                    = {305--332},
  Volume                   = {18},

  Publisher                = {MIT Press}
}

@Electronic{smsSpamCol,
  Title                    = {SMS Spam Collection v. 1},
  Author                   = {Tiago A. Almeida and José María Gómez Hidalgo},
  HowPublished             = {online},
  Url                      = {http://www.dt.fee.unicamp.br/~tiago/smsspamcollection/},
  Urldate                  = {2017-03-27},
  Year                     = {2011},

  Timestamp                = {2017.03.27}
}

@Book{Alpaydin2010,
  Title                    = {Introduction to Machine Learning},
  Author                   = {E. Alpaydin},
  Publisher                = {The MIT Press},
  Year                     = {2010},

  Address                  = {Cambridge, Massachusetts},
  Edition                  = {2nd},
  ISBN                     = {978-0-262-01243-0},

  Quality                  = {1},
  Timestamp                = {2013.10.11}
}

@Article{alshaer2015mobile,
  Title                    = {Mobile Object-Tracking Approach using A Combination of Fuzzy Logic and Neural Networks},
  Author                   = {Alshaer, Jawdat Jamil},
  Journal                  = {Global Journal of Computer Science and Technology},
  Year                     = {2015},
  ISSN                     = {0975-4172},
  Number                   = {8},
  Volume                   = {15}
}

@Article{amari1998natural,
  Title                    = {Natural gradient works efficiently in learning},
  Author                   = {Amari, Shun-Ichi},
  Journal                  = {Neural computation},
  Year                     = {1998},
  Number                   = {2},
  Pages                    = {251--276},
  Volume                   = {10},

  Publisher                = {MIT Press}
}

@Inproceedings{andre2002state,
  Title                    = {State abstraction for programmable reinforcement learning agents},
  Author                   = {Andre, David and Russell, Stuart J},
  Booktitle                = {AAAI/IAAI},
  Year                     = {2002},
  Pages                    = {119--125}
}

@InProceedings{chen2016xgboost,
  author       = {Chen, Tianqi and Guestrin, Carlos},
  title        = {Xgboost: A scalable tree boosting system},
  booktitle    = {Proceedings of the 22nd acm sigkdd international conference on knowledge discovery and data mining},
  year         = {2016},
  organization = {ACM},
  pages        = {785--794},
}

@Article{archetti2006tabu,
  Title                    = {A tabu search algorithm for the split delivery vehicle routing problem},
  Author                   = {Archetti, Claudia and Speranza, Maria Grazia and Hertz, Alain},
  Journal                  = {Transportation Science},
  Year                     = {2006},
  Number                   = {1},
  Pages                    = {64--73},
  Volume                   = {40},

  Publisher                = {INFORMS}
}

@Article{arjovsky2017wasserstein,
  Title                    = {Wasserstein gan},
  Author                   = {Arjovsky, Martin and Chintala, Soumith and Bottou, L{\'e}on},
  Journal                  = {arXiv preprint arXiv:1701.07875},
  Year                     = {2017}
}

@Electronic{brainPortRetinal2012,
  Title                    = {Visual Perception for the Blind: The BrainPort Vision Device},
  Author                   = {Aimee Arnoldussen and Donald C. Fletcher},
  HowPublished             = {online},
  Url                      = {http://www.retinalphysician.com/issues/2012/jan-feb/visual-perception-for-the-blind-the-brainport-vis},
  Urldate                  = {2017-05-06},
  Year                     = {2012},

  Timestamp                = {2017.05.06}
}

@Inproceedings{arthur2007k,
  Title                    = {k-means++: The advantages of careful seeding},
  Author                   = {Arthur, David and Vassilvitskii, Sergei},
  Booktitle                = {Proceedings of the eighteenth annual ACM-SIAM symposium on Discrete algorithms},
  Year                     = {2007},
  Organization             = {Society for Industrial and Applied Mathematics},
  Pages                    = {1027--1035}
}

@Article{auger2012hypervolume,
  Title                    = {Hypervolume-based multiobjective optimization: Theoretical foundations and practical implications},
  Author                   = {Auger, Anne and Bader, Johannes and Brockhoff, Dimo and Zitzler, Eckart},
  Journal                  = {Theoretical Computer Science},
  Year                     = {2012},
  Pages                    = {75--103},
  Volume                   = {425},

  Publisher                = {Elsevier}
}

@TechReport{august1999applications,
  Title                    = {Applications of Hopfield Networks},
  Author                   = {August, Mayer and GERALD, W and MARKUS, S},
  Institution              = {University of Salzburg, Institute for Computer Science},
  Year                     = {1999},
  Month                    = {November}
}

@Incollection{buhlmann2012bagging,
  Title                    = {Bagging, boosting and ensemble methods},
  Author                   = {B{\"u}hlmann, Peter},
  Booktitle                = {Handbook of Computational Statistics},
  Publisher                = {Springer},
  Year                     = {2012},
  Pages                    = {985--1022}
}

@Book{Back1996,
  Title                    = {Evolutionary algorithms in theory and practice},
  Author                   = {B\"ack, Thomas},
  Publisher                = {Oxford Univ. Press},
  Year                     = {1996}
}

@Article{bader2011hype,
  Title                    = {HypE: An algorithm for fast hypervolume-based many-objective optimization},
  Author                   = {Bader, Johannes and Zitzler, Eckart},
  Journal                  = {Evolutionary computation},
  Year                     = {2011},
  Number                   = {1},
  Pages                    = {45--76},
  Volume                   = {19},

  Publisher                = {MIT Press}
}

@TechReport{bader2010robustness,
  Title                    = {Robustness in hypervolume-based multiobjective search},
  Author                   = {Bader, Johannes and Zitzler, Eckart},
  Institution              = {Tech. Rep. TIK 317, Computer Engineering and Networks Laboratory, ETH Zurich},
  Year                     = {2010}
}

@Article{bagnall2016great,
  Title                    = {The great time series classification bake off: an experimental evaluation of recently proposed algorithms},
  Author                   = {Bagnall, A and Bostrom, A and Large, J and Lines, J},
  Journal                  = {Extended Version. CoRR, abs/1602.01711},
  Year                     = {2016}
}

@Article{bahdanau2014neural,
  Title                    = {Neural machine translation by jointly learning to align and translate},
  Author                   = {Bahdanau, Dzmitry and Cho, Kyunghyun and Bengio, Yoshua},
  Journal                  = {arXiv preprint arXiv:1409.0473},
  Year                     = {2014}
}

@Article{bai2013open,
  Title                    = {Open shop scheduling problem to minimize makespan with release dates},
  Author                   = {Bai, Danyu and Tang, Lixin},
  Journal                  = {Applied Mathematical Modelling},
  Year                     = {2013},
  Number                   = {4},
  Pages                    = {2008--2015},
  Volume                   = {37},

  Publisher                = {Elsevier}
}

@Article{banharnsakun2012job,
  Title                    = {Job shop scheduling with the best-so-far ABC},
  Author                   = {Banharnsakun, Anan and Sirinaovakul, Booncharoen and Achalakul, Tiranee},
  Journal                  = {Engineering Applications of Artificial Intelligence},
  Year                     = {2012},
  Number                   = {3},
  Pages                    = {583--593},
  Volume                   = {25},

  Publisher                = {Elsevier}
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@Inproceedings{Barrett2008,
  Title                    = {Learning all optimal policies with multiple criteria},
  Author                   = {Barrett, Leon and Narayanan, Srini},
  Booktitle                = {Proceedings of the 25th international conference on Machine learning},
  Year                     = {2008},
  Organization             = {ACM},
  Pages                    = {41--47}
}

@Electronic{bartak2005constraint,
  Title                    = {Constraint Propagation and Backtracking-based Search},
  Author                   = {Bart{\'a}k, Roman},
  HowPublished             = {online},
  Organization             = {Charles University, Prague},
  Url                      = {http://ktiml.mff.cuni.cz/~bartak/downloads/CPschool05notes.pdf},
  Urldate                  = {2014-10-14},
  Year                     = {2005}
}

@Inproceedings{bartak2001theory,
  Title                    = {Theory and practice of constraint propagation},
  Author                   = {Bart{\'a}k, Roman},
  Booktitle                = {Proceedings of the 3rd Workshop on Constraint Programming in Decision and Control},
  Year                     = {2001},
  Volume                   = {50}
}

@Electronic{bartak1998online,
  author       = {Bart{\'a}k, Roman},
  title        = {Online Guide to Constraint Programming},
  year         = {1998},
  url          = {http://ktiml.mff.cuni.cz/~bartak/constraints/},
  organization = {Charles University, Prague},
  urldate      = {2014-10-14},
  howpublished = {online},
}

@Incollection{Barto2013,
  Title                    = {Intrinsic Motivation and Reinforcement Learning},
  Author                   = {Barto, Andrew G},
  Booktitle                = {Intrinsically Motivated Learning in Natural and Artificial Systems},
  Publisher                = {Springer},
  Year                     = {2013},
  Pages                    = {17--47}
}

@Inbook{Barto2006,
  Title                    = {From Animals to Animats 9},
  Author                   = {Andrew G. Barto and Konidaris, G.},
  Pages                    = {346--356},
  Publisher                = {Springer},
  Year                     = {2006},

  Address                  = {Berlin},
  ISBN                     = {978-3-540-38608-7},
  Series                   = {Lecture Notes in Computer Science},

  Chapter                  = {An Adaptive Robot Motivational System},
  Quality                  = {1},
  Timestamp                = {2013.10.14}
}

@Conference{Barto2004,
  Title                    = {Intrinsically Motivated Learning of Hierarchical Collections of Skills},
  Author                   = {Andrew G. Barto and Satinder Singh and Nuttapong Chenantez},
  Booktitle                = {Proceedings of the Third International Conference on Development and Learning},
  Year                     = {2004},
  Pages                    = {112-119},

  Quality                  = {1},
  Timestamp                = {2013.10.14},
  Url                      = {http://www.fias.uni-frankfurt.de/~triesch/courses/reinforcement/papers/BartoEtAl-NIPS2004.pdf}
}

@PhdThesis{bastianNatgrad2009,
  Title                    = {Neural Networks and the Natural Gradient},
  Author                   = {Michael R. Bastian},
  School                   = {Utah State University},
  Year                     = {2009},
  Type                     = {PhD. thesis},

  Timestamp                = {2016.06.09}
}

@Incollection{batista2000applying,
  Title                    = {Applying one-sided selection to unbalanced datasets},
  Author                   = {Batista, Gustavo EAPA and Carvalho, Andre CPLF and Monard, Maria Carolina},
  Booktitle                = {MICAI 2000: Advances in Artificial Intelligence},
  Publisher                = {Springer},
  Year                     = {2000},
  Pages                    = {315--325}
}

@Article{beasley1993overview,
  Title                    = {An overview of genetic algorithms: Part 2, research topics},
  Author                   = {Beasley, David and Bull, David R and Martin, Ralph R and others},
  Journal                  = {University computing},
  Year                     = {1993},
  Number                   = {4},
  Pages                    = {170--181},
  Volume                   = {15}
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@Article{bell2004ant,
  Title                    = {Ant colony optimization techniques for the vehicle routing problem},
  Author                   = {Bell, John E and McMullen, Patrick R},
  Journal                  = {Advanced Engineering Informatics},
  Year                     = {2004},
  Number                   = {1},
  Pages                    = {41--48},
  Volume                   = {18},

  Publisher                = {Elsevier}
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@Incollection{bengio2012practical,
  Title                    = {Practical recommendations for gradient-based training of deep architectures},
  Author                   = {Bengio, Yoshua},
  Booktitle                = {Neural Networks: Tricks of the Trade},
  Publisher                = {Springer},
  Year                     = {2012},
  Pages                    = {437--478}
}

@Article{bengio2009learning,
  Title                    = {Learning deep architectures for AI},
  Author                   = {Bengio, Yoshua},
  Journal                  = {Foundations and trends{\textregistered} in Machine Learning},
  Year                     = {2009},
  Number                   = {1},
  Pages                    = {1--127},
  Volume                   = {2},

  Publisher                = {Now Publishers Inc.}
}

@Inproceedings{bengio2013advances,
  Title                    = {Advances in optimizing recurrent networks},
  Author                   = {Bengio, Yoshua and Boulanger-Lewandowski, Nicolas and Pascanu, Razvan},
  Booktitle                = {Acoustics, Speech and Signal Processing (ICASSP), 2013 IEEE International Conference on},
  Year                     = {2013},
  Organization             = {IEEE},
  Pages                    = {8624--8628}
}

@Article{Bengio2007,
  Title                    = {Greedy layer-wise training of deep networks},
  Author                   = {Bengio, Yoshua and Lamblin, Pascal and Popovici, Dan and Larochelle, Hugo},
  Journal                  = {Advances in neural information processing systems},
  Year                     = {2007},
  Pages                    = {153},
  Volume                   = {19},

  Publisher                = {MIT; 1998}
}

@Article{berthelot2017began,
  Title                    = {Began: Boundary equilibrium generative adversarial networks},
  Author                   = {Berthelot, David and Schumm, Tom and Metz, Luke},
  Journal                  = {arXiv preprint arXiv:1703.10717},
  Year                     = {2017}
}

@Article{beyer2002evolution,
  Title                    = {Evolution strategies--A comprehensive introduction},
  Author                   = {Beyer, Hans-Georg and Schwefel, Hans-Paul},
  Journal                  = {Natural computing},
  Year                     = {2002},
  Number                   = {1},
  Pages                    = {3--52},
  Volume                   = {1},

  Publisher                = {Springer}
}

@Article{Bhasin2011,
  Title                    = {Asymptotic tracking by a reinforcement learning-based adaptive critic controller},
  Author                   = {Bhasin, Shubhendu and Sharma, Nitin and Patre, Parag and Dixon, Warren},
  Journal                  = {Journal of Control Theory and Applications},
  Year                     = {2011},
  Number                   = {3},
  Pages                    = {400--409},
  Volume                   = {9},

  Publisher                = {Springer}
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@Article{bianchi2006hybrid,
  Title                    = {Hybrid metaheuristics for the vehicle routing problem with stochastic demands},
  Author                   = {Bianchi, Leonora and Birattari, Mauro and Chiarandini, Marco and Manfrin, Max and Mastrolilli, Monaldo and Paquete, Luis and Rossi-Doria, Olivia and Schiavinotto, Tommaso},
  Journal                  = {Journal of Mathematical Modelling and Algorithms},
  Year                     = {2006},
  Number                   = {1},
  Pages                    = {91--110},
  Volume                   = {5},

  Publisher                = {Springer}
}

@TechReport{billovitshitting,
  Title                    = {Hitting Depth: Investigating Robustness to Adversarial Examples in Deep Convolutional Neural Networks},
  Author                   = {Billovits, Chris and Eric, Mihail and Agarwala, Nipun},
  Institution              = {Stanford University},
  Year                     = {2016},
  Number                   = {cs231n-119},

  Url                      = {http://cs231n.stanford.edu/reports2016/119_Report.pdf}
}

@Book{bishop2006pattern,
  Title                    = {Pattern recognition and machine learning},
  Author                   = {Bishop, Christopher M and others},
  Publisher                = {Springer},
  Year                     = {2006},
  ISBN                     = {978-0387-31073-2},
  Volume                   = {1}
}

@Book{bishop1995neural,
  Title                    = {Neural networks for pattern recognition},
  Author                   = {Bishop, Christopher M and others},
  Publisher                = {Clarendon press Oxford},
  Year                     = {1995}
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@Inproceedings{blagus2012evaluation,
  Title                    = {Evaluation of smote for high-dimensional class-imbalanced microarray data},
  Author                   = {Blagus, Rok and Lusa, Lara},
  Booktitle                = {Machine learning and applications (icmla), 2012 11th international conference on},
  Year                     = {2012},
  Organization             = {IEEE},
  Pages                    = {89--94},
  Volume                   = {2}
}

@Article{bojarski2016end,
  Title                    = {End to end learning for self-driving cars},
  Author                   = {Bojarski, Mariusz and Del Testa, Davide and Dworakowski, Daniel and Firner, Bernhard and Flepp, Beat and Goyal, Prasoon and Jackel, Lawrence D and Monfort, Mathew and Muller, Urs and Zhang, Jiakai and others},
  Journal                  = {arXiv preprint arXiv:1604.07316},
  Year                     = {2016}
}

@Book{bonnans2006numerical,
  Title                    = {Numerical optimization: theoretical and practical aspects},
  Author                   = {Bonnans, Joseph-Fr{\'e}d{\'e}ric and Gilbert, Jean Charles and Lemar{\'e}chal, Claude and Sagastiz{\'a}bal, Claudia A},
  Publisher                = {Springer-Verlag},
  Year                     = {2006},
  Edition                  = {Second Edition},
  ISBN                     = {3-540-35445-X}
}

@Book{Borrelli2014,
  Title                    = {Predictive Control for Linear and Hybrid Systems},
  Author                   = {F. Borrelli and A. Bemporad and M. Morari},
  Year                     = {2014},

  Timestamp                = {2014.07.22},
  Url                      = {http://www.mpc.berkeley.edu/mpc-course-material/MPC_Book.pdf?attredirects=0&d=1},
  Urldate                  = {2014-07-22}
}

@Article{braysy2005vehicleI,
  Title                    = {Vehicle routing problem with time windows, Part I: Route construction and local search algorithms},
  Author                   = {Br{\"a}ysy, Olli and Gendreau, Michel},
  Journal                  = {Transportation science},
  Year                     = {2005},
  Number                   = {1},
  Pages                    = {104--118},
  Volume                   = {39},

  Publisher                = {INFORMS}
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@Article{braysy2005vehicleII,
  Title                    = {Vehicle routing problem with time windows, Part II: Metaheuristics},
  Author                   = {Br{\"a}ysy, Olli and Gendreau, Michel},
  Journal                  = {Transportation science},
  Year                     = {2005},
  Number                   = {1},
  Pages                    = {119--139},
  Volume                   = {39},

  Publisher                = {INFORMS}
}

@PhdThesis{Bradstreet2011,
  Title                    = {The Hypervolume Indicator for Multi-objective Optimisation: Calculation and Use},
  Author                   = {Bradstreet, Lucas},
  School                   = {University of Western Australia},
  Year                     = {2011},
  Type                     = {Doctoral thesis},

  Publisher                = {University of Western Australia},
  Url                      = {http://www.wfg.csse.uwa.edu.au/publications/PhD_thesis_Lucas_Bradstreet.pdf}
}

@Article{bradstreet2008fast,
  Title                    = {A fast incremental hypervolume algorithm},
  Author                   = {Bradstreet, Lucas and While, Lyndon and Barone, Luigi},
  Journal                  = {Evolutionary Computation, IEEE Transactions on},
  Year                     = {2008},
  Number                   = {6},
  Pages                    = {714--723},
  Volume                   = {12},

  Publisher                = {IEEE}
}

@Book{Brna2001,
  Title                    = {Prolog Programming: A First Course},
  Author                   = {Paul Brna},
  Publisher                = {The University of Edinburgh},
  Year                     = {2001},

  Timestamp                = {2015.03.09},
  Url                      = {http://homepages.inf.ed.ac.uk/pbrna/prologbook/brna.pdf.gz}
}

@Article{brockman2016openai,
  Title                    = {OpenAI gym},
  Author                   = {Brockman, Greg and Cheung, Vicki and Pettersson, Ludwig and Schneider, Jonas and Schulman, John and Tang, Jie and Zaremba, Wojciech},
  Journal                  = {arXiv preprint arXiv:1606.01540},
  Year                     = {2016}
}

@Electronic{bisoncpp,
  Title                    = {Bisonc++ User Guide},
  Author                   = {Frank B. Brokken},
  HowPublished             = {online},
  Url                      = {http://bisoncpp.sourceforge.net/bisonc++.html},
  Urldate                  = {2015-12-09},

  Timestamp                = {2015.12.09}
}

@Electronic{flexcpp,
  Title                    = {Flexc++ User Guide},
  Author                   = {Frank B. Brokken and Jean-Paul van Oosten and Richard Berendsen},
  HowPublished             = {online},
  Url                      = {http://flexcpp.sourceforge.net/flexc++.html},
  Urldate                  = {2015-12-09},

  Timestamp                = {2015.12.09}
}

@Article{browne2012survey,
  Title                    = {A survey of monte carlo tree search methods},
  Author                   = {Browne, Cameron B and Powley, Edward and Whitehouse, Daniel and Lucas, Simon M and Cowling, Peter I and Rohlfshagen, Philipp and Tavener, Stephen and Perez, Diego and Samothrakis, Spyridon and Colton, Simon},
  Journal                  = {IEEE Transactions on Computational Intelligence and AI in Games},
  Year                     = {2012},
  Number                   = {1},
  Pages                    = {1--43},
  Volume                   = {4},

  Publisher                = {IEEE}
}

@Electronic{timeSeriesPyHowTo2017,
  Title                    = {How to Create an ARIMA Model for Time Series Forecasting with Python},
  Author                   = {Jason Brownlee},
  HowPublished             = {online},
  Url                      = {http://machinelearningmastery.com/arima-for-time-series-forecasting-with-python/},
  Urldate                  = {2017-05-08},
  Year                     = {2017},

  Timestamp                = {2017.05.08}
}

@Inproceedings{Brys2013,
  Title                    = {On the Behaviour of Scalarization Methods for the Engagement of a Wet Clutch},
  Author                   = {Brys, Tim and Van Moffaert, Kristof and Van Vaerenbergh, Kevin and Now{\'e}, Ann},
  Booktitle                = {Proceedings of the 12th International Conference on Machine Learning and Applications (ICMLA 2013)},
  Year                     = {2013},
  Organization             = {IEEE}
}

@Incollection{bucsoniu2010multi,
  Title                    = {Multi-agent reinforcement learning: An overview},
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  Publisher                = {Springer},
  Year                     = {2010},
  Pages                    = {183--221}
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  Booktitle                = {International Conference on Transport Systems Telematics},
  Year                     = {2017},
  Organization             = {Springer},
  Pages                    = {42--54}
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@Book{buchanan1984book,
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  HowPublished             = {online},
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  Urldate                  = {2017-05-16},
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@Electronic{udacitySelfDriveResults,
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  Author                   = {Oliver Cameron},
  HowPublished             = {online},
  Organization             = {Udacity},
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  Urldate                  = {2017-05-16},
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  Timestamp                = {2017.05.16}
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  Urldate                  = {2014-12-01},

  Timestamp                = {2014.12.01}
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@Electronic{jabberwacky,
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  Author                   = {Rollo Carpenter},
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  Urldate                  = {2014-12-01},

  Timestamp                = {2014.12.01}
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@Article{chalmers2017learning,
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  Journal                  = {IEEE Transactions on Neural Networks and Learning Systems},
  Year                     = {2017},

  Publisher                = {IEEE}
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@Book{Chapelle2006,
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  Publisher                = {The MIT Press},
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  Address                  = {Cambridge, Massachusetts},
  ISBN                     = {978-0-262-03358-9},

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@Article{chaudhuri1994piecewise,
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  Year                     = {2005},
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@Article{chawla2002smote,
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@Article{chee2015rapid,
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  Year                     = {2015},

  Publisher                = {Citeseer}
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@Inproceedings{chee2014simultaneous,
  Title                    = {Simultaneous Evolutionary-Based Optimization of Controller and Morphology of Snake-like Modular Robots},
  Author                   = {Wei Shun Chee and Jason Teo},
  Booktitle                = {2014 4th International Conference on Artificial Intelligence with Applications in Engineering and Technology},
  Year                     = {2014},
  ISBN                     = {978-1-4799-7910-3},
  Pages                    = {37--42},
  Publisher                = {IEEE},

  Timestamp                = {2015.11.09}
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@Inproceedings{chee2014using,
  Title                    = {Using a co-evolutionary approach to automatically generate vertical undulation and lateral rolling motions for snake-like modular robot},
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  Year                     = {2014},
  Organization             = {IEEE},
  Pages                    = {236--241}
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@Conference{shunTeoCombining,
  Title                    = {Combining Tree-based Genetic Programming with Pareto Multi-Objective Optimization for Evolving Modular Robots},
  Author                   = {Wei Shun Chee and Jason Teo},
  Booktitle                = {Colloquium on Robotics, Unmanned Systems And Cybernetics 2014 (CRUSC 2014)},
  Year                     = {2014},
  ISBN                     = {978-967-0691-42-8},
  Month                    = {November},
  Pages                    = {61--66},
  Publisher                = {Penerbit Universiti Malaysia Pahang},

  Timestamp                = {2015.10.15}
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@Conference{cheeempirically,
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  Booktitle                = {Proceedings of the International Conference on Artificial Intelligence and Pattern Recognition, Kuala Lumpur, Malaysia},
  Year                     = {2014},
  ISBN                     = {978-1-941968-02-4}
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@Book{Chen2001,
  Title                    = {Introduction to fuzzy sets, fuzzy logic, and fuzzy control systems},
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@Article{chen2014atrous,
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  Year                     = {2014}
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@Article{chen1998evaluation,
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@Article{chen2015inferring,
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  Journal                  = {Applied Soft Computing},
  Year                     = {2015},
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  Pages                    = {667--679},

  Publisher                = {Elsevier}
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@Article{cheney2014unshackling,
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  Journal                  = {ACM SIGEVOlution},
  Year                     = {2014},
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@Article{chung2014empirical,
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@Article{cichosz1999analysis,
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  Number                   = {5},
  Pages                    = {341--363},
  Volume                   = {30},

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@Article{cichosz1999td,
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  Year                     = {1999},
  Number                   = {2},
  Pages                    = {239--263},
  Volume                   = {11},

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@Article{clerc2012standard,
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  Author                   = {Clerc, Maurice},
  Year                     = {2012}
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@Article{clevert2015fast,
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  Journal                  = {arXiv preprint arXiv:1511.07289},
  Year                     = {2015}
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@Article{coello2002constraint,
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  Year                     = {2002},
  Number                   = {3},
  Pages                    = {193--203},
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@PhdThesis{collier2012empirically,
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  School                   = {The University of Guelph},
  Year                     = {2012},
  Month                    = {March},
  Type                     = {Doctoral thesis}
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@Inproceedings{Cordon2001,
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  Booktitle                = {IFSA World Congress and 20th NAFIPS International Conference, 2001. Joint 9th},
  Year                     = {2001},
  Organization             = {IEEE},
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@Book{intro2algorithms2009,
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  Publisher                = {The MIT Press},
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  Address                  = {Cambridge, Massachusetts},
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  Booktitle                = {Progress in Artificial Intelligence},
  Publisher                = {Springer},
  Year                     = {2015},
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@Book{costa1991andorra,
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@Article{dai2011nonlinear,
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@Article{das2011differential,
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  Year                     = {2011},
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@Book{algorithmsVazirani2006,
  Title                    = {Algorithms},
  Author                   = {Sanjoy Dasgupta and Christos H. Papadimitriou and Umesh Vazirani},
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  Year                     = {2006},
  ISBN                     = {978-0073523408},

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@Article{dasovic2016application,
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  Year                     = {2016},
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@Article{davoodi2011convex,
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  Year                     = {2011},
  Number                   = {6},
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  Volume                   = {18},

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@Article{de2015pklot,
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  Author                   = {De Almeida, Paulo RL and Oliveira, Luiz S and Britto Jr, Alceu S and Silva Jr, Eunelson J and Koerich, Alessandro L},
  Journal                  = {Expert Systems with Applications},
  Year                     = {2015},
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  Volume                   = {42},

  Publisher                = {Elsevier}
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@Article{de2000solving,
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  Volume                   = {6},

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@Inproceedings{de2001backpropagation,
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  Booktitle                = {Neural Networks, 2001. Proceedings. IJCNN'01. International Joint Conference on},
  Year                     = {2001},
  Organization             = {IEEE},
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@Inproceedings{de2001forward,
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  Booktitle                = {Neural Networks, 2001. Proceedings. IJCNN'01. International Joint Conference on},
  Year                     = {2001},
  Organization             = {IEEE},
  Pages                    = {2626--2631},
  Volume                   = {4}
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@Book{de1994using,
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@Article{de2015optimal,
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  Journal                  = {International Journal of Machine Learning and Cybernetics},
  Year                     = {2015},
  Number                   = {4},
  Pages                    = {621--636},
  Volume                   = {6},

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@Article{Deb2002,
  Title                    = {A fast and elitist multiobjective genetic algorithm: NSGA-II},
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  Year                     = {2002},
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@Article{delgado2011efficient,
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  Journal                  = {Artificial Intelligence},
  Year                     = {2011},
  Number                   = {9},
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@Inproceedings{denero2010teaching,
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@Article{Deniz2004,
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  Number                   = {23},
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@Article{devi2015evolutionary,
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  Journal                  = {Applied Soft Computing},
  Year                     = {2015},
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  Volume                   = {27},

  Publisher                = {Elsevier}
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@Inproceedings{Dickerson1993,
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@Article{dietterichl2002ensemble,
  Title                    = {Ensemble learning},
  Author                   = {Dietterichl, Thomas G},
  Journal                  = {The handbook of brain theory and neural networks},
  Year                     = {2002},
  Pages                    = {405--408}
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@Article{doersch2016tutorial,
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  Author                   = {Doersch, Carl},
  Journal                  = {arXiv preprint arXiv:1606.05908},
  Year                     = {2016}
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@Incollection{dorigo2010ant,
  Title                    = {Ant colony optimization},
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  Year                     = {2010},
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@Article{dorigo2005ant,
  Title                    = {Ant colony optimization theory: A survey},
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  Journal                  = {Theoretical computer science},
  Year                     = {2005},
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  Volume                   = {344},

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@Article{dorigo1997ant,
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@Book{dorigo2004book,
  Title                    = {Ant Colony Optimization},
  Author                   = {Marco Dorigo and Thomas St{\''u}tzle},
  Publisher                = {The MIT Press},
  Year                     = {2004},

  Address                  = {Cambridge, Massachusetts},
  ISBN                     = {0-262-04219-3},

  Timestamp                = {2015.08.19}
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@Book{ACObook2004,
  Title                    = {Ant Colony Optimization},
  Author                   = {Marco Dorigo and Thomas Stützle},
  Publisher                = {The MIT Press},
  Year                     = {2004},

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@Article{Douratsos2007,
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@Book{Dubois1980,
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@Article{dumoulin2016learnedRepresentaion,
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@Electronic{dvorakExpertniSystemy,
  Title                    = {Expertní systémy},
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@Article{dziugaite2016study,
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@Article{Edelkamp2004,
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@Article{Eiben1999,
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@Electronic{bootstrapEichler,
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  Author                   = {Michael Eichler},
  HowPublished             = {online},
  Organization             = {University of Chicago, Department of Statistics},
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@Article{esteva2017dermatologist,
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  Journal                  = {Nature},
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  Number                   = {7639},
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  Volume                   = {542},

  Publisher                = {Nature Research}
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@Article{evett1998numeric,
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  Journal                  = {Genetic Programming},
  Year                     = {1998},
  Pages                    = {66--71}
}

@Article{fawcett2006introduction,
  Title                    = {An introduction to ROC analysis},
  Author                   = {Fawcett, Tom},
  Journal                  = {Pattern recognition letters},
  Year                     = {2006},
  Number                   = {8},
  Pages                    = {861--874},
  Volume                   = {27},

  Publisher                = {Elsevier}
}

@Article{felix2017review,
  Title                    = {A review on methods and software for fuzzy cognitive maps},
  Author                   = {Felix, Gerardo and N{\'a}poles, Gonzalo and Falcon, Rafael and Froelich, Wojciech and Vanhoof, Koen and Bello, Rafael},
  Journal                  = {Artificial Intelligence Review},
  Year                     = {2017},
  Pages                    = {1--31},

  Publisher                = {Springer}
}

@Inproceedings{feng2006intelligent,
  Title                    = {An intelligent discussion-bot for answering student queries in threaded discussions},
  Author                   = {Feng, Donghui and Shaw, Erin and Kim, Jihie and Hovy, Eduard},
  Booktitle                = {Proceedings of the 11th international conference on Intelligent user interfaces},
  Year                     = {2006},
  Organization             = {ACM},
  Pages                    = {171--177}
}

@Article{Feng2006,
  Title                    = {A survey on analysis and design of model-based fuzzy control systems},
  Author                   = {Feng, Gang},
  Journal                  = {Fuzzy systems, IEEE Transactions on},
  Year                     = {2006},
  Number                   = {5},
  Pages                    = {676--697},
  Volume                   = {14},

  Publisher                = {IEEE}
}

@Inproceedings{fetanat2015optimization,
  Title                    = {Optimization of dynamic mobile robot path planning based on evolutionary methods},
  Author                   = {Fetanat, Masoud and Haghzad, Sajjad and Shouraki, Saeed Bagheri},
  Booktitle                = {AI \& Robotics (IRANOPEN), 2015},
  Year                     = {2015},
  Organization             = {IEEE},
  Pages                    = {1--7}
}

@Inproceedings{Fleischer2003,
  Title                    = {The measure of Pareto optima applications to multi-objective metaheuristics},
  Author                   = {Fleischer, Mark},
  Booktitle                = {Evolutionary multi-criterion optimization},
  Year                     = {2003},
  Organization             = {Springer},
  Pages                    = {519--533}
}

@Inproceedings{fleischer2003measure,
  Title                    = {The measure of Pareto optima applications to multi-objective metaheuristics},
  Author                   = {Fleischer, Mark},
  Booktitle                = {Evolutionary multi-criterion optimization},
  Year                     = {2003},
  Organization             = {Springer},
  Pages                    = {519--533}
}

@Conference{Floreano1994,
  Title                    = {Automatic Creation of an Autonomous Agent: Genetic Evolution of a Neural-Network Driven Robot},
  Author                   = {Floreano, D. and Mondada, F.},
  Booktitle                = {From Animals to Animats},
  Year                     = {1994},
  Number                   = {3},

  Quality                  = {1},
  Timestamp                = {2013.10.14},
  Url                      = {http://www.robolabo.etsit.upm.es/asignaturas/iri/papers/floreano.sab94.pdf}
}

@Inproceedings{foerster2016learning,
  Title                    = {Learning to communicate with deep multi-agent reinforcement learning},
  Author                   = {Foerster, Jakob and Assael, Yannis M and de Freitas, Nando and Whiteson, Shimon},
  Booktitle                = {Advances in Neural Information Processing Systems},
  Year                     = {2016},
  Pages                    = {2137--2145}
}

@Inproceedings{Fonseca2006,
  Title                    = {An improved dimension-sweep algorithm for the hypervolume indicator},
  Author                   = {Fonseca, Carlos M and Paquete, Lu\'{i}s and L{\'o}pez-Ib{\'a}nez, Manuel},
  Booktitle                = {Evolutionary Computation, 2006. CEC 2006. IEEE Congress on},
  Year                     = {2006},
  Organization             = {IEEE},
  Pages                    = {1157--1163}
}

@Article{forrest1993makes,
  Title                    = {What makes a problem hard for a genetic algorithm? Some anomalous results and their explanation},
  Author                   = {Forrest, Stephanie and Mitchell, Melanie},
  Journal                  = {Machine Learning},
  Year                     = {1993},
  Number                   = {2-3},
  Pages                    = {285--319},
  Volume                   = {13},

  Publisher                = {Springer}
}

@Article{DEAP_JMLR2012,
  Title                    = { {DEAP}: Evolutionary Algorithms Made Easy },
  Author                   = { F\'elix-Antoine Fortin and Fran\c{c}ois-Michel {De Rainville} and Marc-Andr\'e Gardner and Marc Parizeau and Christian Gagn\'e },
  Journal                  = { Journal of Machine Learning Research },
  Year                     = { 2012 },
  Month                    = { jul },
  Pages                    = { 2171--2175 },
  Volume                   = { 13 }
}

@Electronic{naturalGradientHarvard,
  Title                    = {The Natural Gradient},
  Author                   = {Nick Foti},
  HowPublished             = {online},
  Organization             = {Harvard Intelligent Probabilistic Systems Group},
  Url                      = {https://hips.seas.harvard.edu/blog/2013/01/25/the-natural-gradient/},
  Urldate                  = {2017-06-15},
  Year                     = {2013},

  Timestamp                = {2017.06.15}
}

@Conference{Framling2007,
  Title                    = {Replacing Eligibility Trace for Action-value Learning with Function Approximation},
  Author                   = {K. Främling},
  Booktitle                = {ESANN'2007 proceedings – European Symposium on Artificial Neural Networks},
  Year                     = {2007},
  ISBN                     = {2-930307-07-2},

  Quality                  = {1},
  Timestamp                = {2013.10.11}
}

@Article{Fricke2009,
  Title                    = {The knowledge pyramid: a critique of the DIKW hierarchy},
  Author                   = {Frick{\'e}, Martin},
  Journal                  = {Journal of Information Science},
  Year                     = {2009},
  Number                   = {2},
  Pages                    = {131--142},
  Volume                   = {35},

  Publisher                = {Sage Publications}
}

@Book{Frommberger2010,
  Title                    = {Qualitative Spatial Abstraction in Reinforcement Learning},
  Author                   = {L. Frommberger},
  Publisher                = {Springer Verlag},
  Year                     = {2010},

  Address                  = {Berlin, Heidelberg},
  ISBN                     = {978-3-642-16589-4},

  Quality                  = {1},
  Timestamp                = {2013.10.11},
  Url                      = {http://www.springerlink.com/index/10.1007/978-3-642-16590-0},
  Urldate                  = {2014-05-30}
}

@Article{fukunaga1998genome,
  Title                    = {A genome compiler for high performance genetic programming},
  Author                   = {Fukunaga, Alex and Stechert, Andre and Mutz, Darren},
  Journal                  = {Genetic Programming},
  Year                     = {1998},
  Pages                    = {86--94},

  Timestamp                = {2015.12.18}
}

@Inproceedings{gabel2011improved,
  Title                    = {Improved neural fitted Q iteration applied to a novel computer gaming and learning benchmark},
  Author                   = {Gabel, Thomas and Lutz, Christian and Riedmiller, Martin},
  Booktitle                = {Adaptive Dynamic Programming And Reinforcement Learning (ADPRL), 2011 IEEE Symposium on},
  Year                     = {2011},
  Organization             = {IEEE},
  Pages                    = {279--286}
}

@Article{Gadanho2003,
  Title                    = {Learning Behavior-Selection by Emotions and Cognition in a Multi-Goal Robot Task},
  Author                   = {Gadanho, S.},
  Journal                  = {Journal of Machine Learning Research},
  Year                     = {2003},
  Pages                    = {385--412},
  Volume                   = {4},

  Timestamp                = {2014.02.11}
}

@Article{Gadanho2001,
  Title                    = {Emotion-triggered Learning in Autonomous Robot Control},
  Author                   = {Gadanho, S.C. and Hallam, J.},
  Journal                  = {Cybernetics \& Systems},
  Year                     = {2001},
  Number                   = {5},
  Pages                    = {531–559},
  Volume                   = {32},

  Quality                  = {1},
  Timestamp                = {2013.10.14}
}

@Article{gal2015theoretically,
  Title                    = {A theoretically grounded application of dropout in recurrent neural networks},
  Author                   = {Gal, Yarin},
  Journal                  = {arXiv preprint arXiv:1512.05287},
  Year                     = {2015}
}

@Article{gao2016artificial,
  Title                    = {Artificial bee colony algorithm for scheduling and rescheduling fuzzy flexible job shop problem with new job insertion},
  Author                   = {Gao, Kai Zhou and Suganthan, Ponnuthurai Nagaratnam and Pan, Quan Ke and Tasgetiren, Mehmet Fatih and Sadollah, Ali},
  Journal                  = {Knowledge-Based Systems},
  Year                     = {2016},
  Pages                    = {1--16},
  Volume                   = {109},

  Publisher                = {Elsevier}
}

@Article{gatys2015neural,
  Title                    = {A neural algorithm of artistic style},
  Author                   = {Gatys, Leon A and Ecker, Alexander S and Bethge, Matthias},
  Journal                  = {arXiv preprint arXiv:1508.06576},
  Year                     = {2015}
}

@Article{genders2016using,
  Title                    = {Using a Deep Reinforcement Learning Agent for Traffic Signal Control},
  Author                   = {Genders, Wade and Razavi, Saiedeh},
  Journal                  = {arXiv preprint arXiv:1611.01142},
  Year                     = {2016}
}

@Book{ggp2014,
  Title                    = {General Game Playing},
  Author                   = {Michael Genesereth and Michael Thielscher},
  Publisher                = {Morgan \& Claypool Publishers},
  Year                     = {2014},
  ISBN                     = {9781627052559},
  Series                   = {Synthesis Lectures on Artificial Intelligence and Machine Learning},
  Volume                   = {24},

  Timestamp                = {2016.02.26}
}

@Article{Gerevini2005,
  Title                    = {Plan constraints and preferences in PDDL3},
  Author                   = {Gerevini, Alfonso and Long, Derek},
  Journal                  = {The Language of the Fifth International Planning Competition. Tech. Rep. Technical Report, Department of Electronics for Automation, University of Brescia, Italy},
  Year                     = {2005},
  Volume                   = {75}
}

@PhdThesis{gers2001long,
  Title                    = {Long short-term memory in recurrent neural networks},
  Author                   = {Gers, Felix},
  School                   = {Universit{\"a}t Hannover},
  Year                     = {2001},
  Type                     = {PhD. thesis}
}

@Article{ghallab1998pddl,
  Title                    = {PDDL-the planning domain definition language},
  Author                   = {Ghallab, Malik and Knoblock, Craig and Wilkins, David and Barrett, Anthony and Christianson, Dave and Friedman, Marc and Kwok, Chung and Golden, Keith and Penberthy, Scott and Smith, David E},
  Year                     = {1998}
}

@Book{ghallab2004automated,
  Title                    = {Automated planning: theory \& practice},
  Author                   = {Ghallab, Malik and Nau, Dana and Traverso, Paolo},
  Publisher                = {Elsevier},
  Year                     = {2004},
  ISBN                     = {1-55860-856-7}
}

@Article{ghosh2004evolutionary,
  Title                    = {Evolutionary algorithms for multi-criterion optimization: A survey},
  Author                   = {Ghosh, Ashish and Dehuri, Satchidananda},
  Journal                  = {International Journal of Computing \& Information Sciences},
  Year                     = {2004},
  Number                   = {1},
  Pages                    = {38--57},
  Volume                   = {2}
}

@Inproceedings{glorot2010understanding,
  Title                    = {Understanding the difficulty of training deep feedforward neural networks},
  Author                   = {Glorot, Xavier and Bengio, Yoshua},
  Booktitle                = {International Conference on Artificial Intelligence and Statistics},
  Year                     = {2010},
  Pages                    = {249--256}
}

@Inproceedings{glorot2011deep,
  Title                    = {Deep sparse rectifier networks},
  Author                   = {Glorot, Xavier and Bordes, Antoine and Bengio, Yoshua},
  Booktitle                = {Proceedings of the 14th International Conference on Artificial Intelligence and Statistics. JMLR W\&CP Volume},
  Year                     = {2011},
  Pages                    = {315--323},
  Volume                   = {15}
}

@Article{goksal2013hybrid,
  Title                    = {A hybrid discrete particle swarm optimization for vehicle routing problem with simultaneous pickup and delivery},
  Author                   = {Goksal, Fatma Pinar and Karaoglan, Ismail and Altiparmak, Fulya},
  Journal                  = {Computers \& Industrial Engineering},
  Year                     = {2013},
  Number                   = {1},
  Pages                    = {39--53},
  Volume                   = {65},

  Publisher                = {Elsevier}
}

@Book{goodfellowetal2016,
  author    = {Ian Goodfellow and Yoshua Bengio and Aaron Courville},
  title     = {Deep Learning},
  year      = {2016},
  publisher = {MIT Press},
  url       = {http://www.deeplearningbook.org},
}

@Inproceedings{goodfellow2014generative,
  Title                    = {Generative adversarial nets},
  Author                   = {Goodfellow, Ian and Pouget-Abadie, Jean and Mirza, Mehdi and Xu, Bing and Warde-Farley, David and Ozair, Sherjil and Courville, Aaron and Bengio, Yoshua},
  Booktitle                = {Advances in neural information processing systems},
  Year                     = {2014},
  Pages                    = {2672--2680}
}

@Article{goodfellow2014explaining,
  Title                    = {Explaining and harnessing adversarial examples},
  Author                   = {Goodfellow, Ian J and Shlens, Jonathon and Szegedy, Christian},
  Journal                  = {arXiv preprint arXiv:1412.6572},
  Year                     = {2014}
}

@Article{graves2005framewise,
  Title                    = {Framewise phoneme classification with bidirectional LSTM and other neural network architectures},
  Author                   = {Graves, Alex and Schmidhuber, J{\"u}rgen},
  Journal                  = {Neural Networks},
  Year                     = {2005},
  Number                   = {5},
  Pages                    = {602--610},
  Volume                   = {18},

  Publisher                = {Elsevier}
}

@Incollection{greenwald2008marginal,
  Title                    = {Marginal bidding: An application of the equimarginal principle to bidding in tac scm},
  Author                   = {Greenwald, Amy and Naroditskiy, Victor and Odean, Tyler and Ramirez, Mauricio and Sodomka, Eric and Zimmerman, Joe and Cutler, Clark},
  Booktitle                = {Agent-Mediated Electronic Commerce and Trading Agent Design and Analysis},
  Publisher                = {Springer},
  Year                     = {2008},
  Pages                    = {217--239}
}

@Article{greff2015lstm,
  Title                    = {LSTM: A search space odyssey},
  Author                   = {Greff, Klaus and Srivastava, Rupesh Kumar and Koutn{\'{i}}k, Jan and Steunebrink, Bas R and Schmidhuber, J{\"u}rgen},
  Journal                  = {arXiv preprint arXiv:1503.04069},
  Year                     = {2015}
}

@Book{GregorUcebnicaStudentska,
  author          = {Michal Gregor},
  title           = {Umelá inteligencia: študentská verzia.},
  language        = {slovak},
  note            = {Rozpracovaný učebný text},
  citdb           = {none},
  timestamp       = {2014.05.09},
  translatedtitle = {Artificial Intelligent: Student Version},
  ukzu            = {none},
}

@Electronic{Animus,
  Title                    = {Animus},
  Author                   = {Michal Gregor},
  HowPublished             = {online},
  Url                      = {https://bitbucket.org/michalgregor/animus/},
  Urldate                  = {2014-05-30},
  Year                     = {2014},

  Timestamp                = {2014.05.30}
}

@TechReport{Gregor2014CP,
  author      = {Michal Gregor},
  title       = {Programovanie ohraničení},
  institution = {Žilinská univerzita, CEIT},
  year        = {2014},
  type        = {Štúdia},
  number      = {CEIT-Š006-12-2014},
  citdb       = {{}},
  timestamp   = {2015.06.01},
}

@PhdThesis{Gregor2014thesis,
  author    = {Michal Gregor},
  title     = {Control System of an Autonomous Robot for Solving Multi-objective Tasks},
  year      = {2014},
  type      = {Ph{D} thesis},
  month     = {June},
  citdb     = {none},
  school    = {University of Žilina},
  timestamp = {2015.03.26},
  ukzu      = {DAI},
}

@Book{Gregor2014ucebnica,
  author          = {Michal Gregor},
  title           = {Umelá inteligencia 1},
  year            = {2014},
  language        = {slovak},
  publisher       = {CEIT, a.s.},
  isbn            = {978-80-971684-1-4},
  address         = {Žilina},
  citdb           = {none},
  timestamp       = {2014.05.09},
  translatedtitle = {Artificial Intelligence 1},
  ukzu            = {ACB},
}

@MastersThesis{Gregor2011thesis,
  author     = {Michal Gregor},
  title      = {Applications of Artificial Intelligence Methods to Design and Control of Robotic Systems},
  year       = {2011},
  citdb      = {none},
  school     = {Žilinská univerzita v Žiline, Elektrotechnická fakulta, Katedra riadiacich a informačných systémov},
  supervisor = {Juraj Spalek},
  timestamp  = {2013.10.21},
}

@Thesis{Gregor2009thesis,
  author          = {Michal Gregor},
  title           = {Systém rozpoznávania reči},
  type            = {bathesis},
  year            = {2009},
  language        = {slovak},
  citdb           = {none},
  school          = {Žilinská univerzita},
  supervisor      = {Tomáš Michulek},
  timestamp       = {2013.10.21},
  translatedtitle = {A Speech Recognition System},
}

@Article{Gregor2016,
  author          = {Michal Gregor and Milan Botka},
  title           = {Umelá inteligencia v praxi},
  journal         = {ProIN},
  year            = {2016},
  language        = {slovak},
  volume          = {17},
  number          = {2},
  pages           = {32--39},
  issn            = {1339-2271},
  citdb           = {none},
  publisher       = {CEIT},
  timestamp       = {2015.06.01},
  translatedtitle = {Artificial Intelligence in Practice},
  ukzu            = {ADF},
}

@Article{Gregor2015chatbot,
  author          = {Michal Gregor and Milan Gregor},
  title           = {Komponenty inteligentných rečových užívateľských rozhraní},
  journal         = {ProIN},
  year            = {2015},
  language        = {slovak},
  volume          = {16},
  number          = {3},
  pages           = {48--52},
  issn            = {1339-2271},
  citdb           = {none},
  timestamp       = {2015.06.01},
  translatedtitle = {Components of Intelligent Voice User Interfaces},
  ukzu            = {ADF},
}

@Article{Gregor2015chatbot2,
  author          = {Michal Gregor and Milan Gregor},
  title           = {Chatbot systémy v inteligentných rečových užívateľských rozhraniach},
  journal         = {ProIN},
  year            = {2015},
  language        = {slovak},
  volume          = {16},
  number          = {4},
  pages           = {50--55},
  issn            = {1339-2271},
  citdb           = {none},
  translatedtitle = {Chatbot Systems in Intelligent Voice User Interfaces},
  ukzu            = {ADF},
}

@Article{Gregor2015chatbot3,
  author          = {Michal Gregor and Milan Gregor},
  title           = {Aplikácie inteligentných rečových užívateľských rozhraní},
  journal         = {ProIN},
  year            = {2015},
  language        = {slovak},
  volume          = {16},
  number          = {5-6},
  pages           = {51--56},
  issn            = {1339-2271},
  citdb           = {none},
  timestamp       = {2016.01.16},
  translatedtitle = {Applications of Intelligent Voice User Interfaces},
  ukzu            = {ADF},
}

@Article{Gregor2015proin,
  Title                    = {Ľudský mozog ako počítač},
  Author                   = {Milan Gregor and Michal Gregor},
  Journal                  = {ProIN},
  Year                     = {2015},
  ISSN                     = {1339-2271},
  Number                   = {1},
  Pages                    = {32 -- 40},

  Citdb                    = {none},
  Timestamp                = {2015.05.04},
  Ukzu                     = {ADF}
}

@Conference{Gregor2013a,
  Title                    = {Tuning the Position of a Fuzzy Cognitive Map Attractor using Backpropagation through Time},
  Author                   = {Michal Gregor and Peter P. Groumpos},
  Booktitle                = {Proceedings of The 7th International Conference on Integrated Modeling and Analysis in Applied Control and Automation (IMAACA 2013)},
  Year                     = {2013},

  Address                  = {Athens},
  ISBN                     = {978-1-62993-488-4},
  Pages                    = {78--86},

  Citdb                    = {SCOPUS},
  Timestamp                = {2013.10.21},
  Ukzu                     = {AFC}
}

@Conference{Gregor2013b,
  author    = {Michal Gregor and Peter P. Groumpos},
  title     = {Training Fuzzy Cognitive Maps using Gradient-based Supervised Learning},
  booktitle = {Artificial Intelligence Applications and Innovations (9th IFIP WG 12.5 International Conference, AIAI 2013, Paphos, Cyprus, September 30 – October 2, 2013, Proceedings)},
  year      = {2013},
  series    = {IFIP Advances in Information and Communication Technology},
  publisher = {Springer Berlin Heidelberg},
  isbn      = {978-3-642-41142-7},
  pages     = {547-556},
  url       = {http://http://dx.doi.org/10.1007/978-3-642-41142-7_55},
  address   = {Cyprus},
  citdb     = {WOS and SCOPUS},
  timestamp = {2013.10.21},
  ukzu      = {AFC},
}

@InProceedings{gregor2017using,
  author    = {Gregor, Michal and Groumpos, Peter P and Gregor, Milan},
  title     = {Using Weight Constraints and Masking to Improve Fuzzy Cognitive Map Models},
  booktitle = {Conference on Creativity in Intelligent Technologies and Data Science},
  year      = {2017},
  publisher = {Springer},
  isbn      = {978-3-319-65551-2},
  pages     = {91--106},
  url       = {http://dx.doi.org/10.1007/978-3-319-65551-2_7},
  citdb     = {SCOPUS and WOS},
  issn      = {1865-0937},
  ukzu      = {AFC},
}

@Book{skripta1,
  author          = {Michal Gregor and Marián Hruboš and Dušan Nemec},
  title           = {Umelá inteligencia, skriptá I},
  year            = {2017},
  subtitle        = {Návody na vybrané cvičenia},
  language        = {slovak},
  publisher       = {CEIT, a.s.},
  isbn            = {978-80-89865-02-4},
  citdb           = {{}},
  timestamp       = {2018.01.23},
  translatedtitle = {Artificial Intelligence, Lecture Notes I},
  ukzu            = {BCI},
}

@Article{proinCP2017,
  author          = {Michal Gregor and Matej Kovalsk{\'y} and Tom{\'a}{\v{s}} Gregor},
  title           = {Rozvrhovanie I: Programovanie ohraničení},
  journal         = {ProIN},
  year            = {2017},
  language        = {slovak},
  volume          = {18},
  number          = {1},
  pages           = {26--30},
  issn            = {1339-2271},
  citdb           = {none},
  timestamp       = {2017.05.29},
  translatedtitle = {Scheduling I: Constraint Programming},
  ukzu            = {ADF},
}

@Article{proinMiniZinc2017,
  author          = {Michal Gregor and Matej Kovalsk{\'y} and Tom{\'a}{\v{s}} Gregor},
  title           = {Rozvrhovanie II: Nástroj MiniZinc},
  journal         = {ProIN},
  year            = {2017},
  language        = {slovak},
  volume          = {18},
  number          = {2},
  pages           = {55--61},
  issn            = {1339-2271},
  citdb           = {none},
  timestamp       = {2017.05.29},
  translatedtitle = {Scheduling II: MiniZinc},
  ukzu            = {ADF},
}

@InCollection{Gregor2009,
  author    = {Michal Gregor and Tomáš Michulek},
  title     = {Intelligent Manufacturing Systems -- Automatic Speech Recognition System},
  booktitle = {Applied Computer Science},
  year      = {2009},
  volume    = {5},
  number    = {1},
  publisher = {Wydawnictwo akademii techniczno-humanistycznej w Bielsku-Białej},
  isbn      = {978-83-60714-95-9},
  url       = {http://www.acs.pollub.pl/index.php?option=com_content&view=article&id=143:intelligent-manufacturing-systems--automatic-speech-recognition-system&catid=47:vol-5-no-12009&Itemid=102},
  address   = {Bielsko-Biała},
  citdb     = {{}},
  timestamp = {2013.10.21},
  ukzu      = {ADE},
}

@InProceedings{gregor2016automatic,
  author       = {Gregor, Michal and Miklo\v{s}{\'i}k, Igor and Spalek, Juraj},
  title        = {Automatic tuning of a fuzzy meta-model for evacuation speed estimation},
  booktitle    = {2016 Cybernetics \& Informatics (K\&I)},
  year         = {2016},
  organization = {IEEE},
  isbn         = {978-1-5090-1834-5},
  pages        = {1--6},
  url          = {https://doi.org/10.1109/CYBERI.2016.7438594},
  citdb        = {IEEE and WOS and SCOPUS},
  ukzu         = {AFD},
}

@Book{ucebnica2,
  author          = {Michal Gregor and Dušan Nemec and Marián Hruboš and Juraj Spalek},
  title           = {Umelá inteligencia 2},
  year            = {2017},
  subtitle        = {Hlboké učenie},
  language        = {slovak},
  publisher       = {CEIT, a.s.},
  isbn            = {978-80-89865-03-1},
  citdb           = {{}},
  timestamp       = {2018.01.23},
  translatedtitle = {Artificial Intelligence 2},
  ukzu            = {ACB},
}

@Conference{Gregor2012,
  Title                    = {Simulation Metamodelling of Manufacturing Systems with the use of Artificial Neural Networks},
  Author                   = {Milan Gregor and Silvia Palajová and Michal Gregor},
  Booktitle                = {Proceedings of the Conference on Modern Information Technology in the Innovation Processs of the Industrial Enterprises},
  Year                     = {2012},
  ISBN                     = {978-963-311-373-8},

  Citdb                    = {none},
  Quality                  = {1},
  Timestamp                = {2013.10.14},
  Ukzu                     = {AFC}
}

@InProceedings{gregor2016using,
  author       = {Gregor, Michal and Spalek, Juraj},
  title        = {Using LLVM-based JIT compilation in genetic programming},
  booktitle    = {2016 ELEKTRO},
  year         = {2016},
  organization = {IEEE},
  isbn         = {978-1-4673-8698-2},
  pages        = {406--411},
  url          = {https://doi.org/10.1109/ELEKTRO.2016.7512108},
  citdb        = {IEEE and WOS and SCOPUS},
  ukzu         = {AFD},
}

@Conference{Gregor2015log,
  author    = {Michal Gregor and Juraj Spalek},
  title     = {Log-learning: A Preliminary Study},
  booktitle = {2015 7th International Congress on Ultra Modern Telecommunications and Control Systems and Workshops (ICUMT)},
  year      = {2015},
  publisher = {IEEE},
  month     = {October},
  isbn      = {978-1-4673-9282-2},
  pages     = {235--238},
  url       = {https://doi.org/10.1109/ICUMT.2015.7382434},
  citdb     = {IEEE and WOS and SCOPUS},
  timestamp = {2015.06.01},
  ukzu      = {AFC},
}

@Conference{Gregor2015optimistic,
  author    = {Michal Gregor and Juraj Spalek},
  title     = {The Optimistic Exploration Value Function},
  booktitle = {INES 2015: IEEE 19 th International Conference on Intelligent Engineering Systems, Proceedings},
  year      = {2015},
  number    = {19},
  publisher = {IEEE},
  month     = {September},
  isbn      = {978-1-4673-7938-0},
  pages     = {119--123},
  url       = {https://doi.org/10.1109/INES.2015.7329650},
  address   = {Bratislava},
  citdb     = {IEEE and SCOPUS and WOS},
  timestamp = {2014.05.08},
  ukzu      = {AFD},
}

@Conference{Gregor2014,
  author    = {Michal Gregor and Juraj Spalek},
  title     = {Novelty Detector for Reinforcement Learning Based on Forecasting},
  booktitle = {IEEE 12th International Symposium on Applied Machine Intelligence and Informatics: Proceedings},
  year      = {2014},
  month     = {January},
  isbn      = {978-1-4799-3441-6},
  pages     = {73--78},
  url       = {https://doi.org/10.1109/SAMI.2014.6822379},
  address   = {Herľany, Slovak Republic},
  citdb     = {IEEE and WOS and SCOPUS},
  timestamp = {2014.02.07},
  ukzu      = {AFD},
}

@Conference{Gregor2014b,
  author    = {Michal Gregor and Juraj Spalek},
  title     = {Curiosity-driven Exploration in Reinforcement Learning},
  booktitle = {Proceedings of 10th International Conference, ELEKTRO 2014},
  year      = {2014},
  month     = {May 19 - 20},
  isbn      = {978-1-4799-3720-2},
  pages     = {435--439},
  url       = {https://doi.org/10.1109/ELEKTRO.2014.6848933},
  address   = {Rajeck{\'e} Teplice, Slovak Republic},
  citdb     = {SCOPUS and IEEE and WOS},
  quality   = {1},
  timestamp = {2013.10.14},
  ukzu      = {AFD},
}

@Article{Gregor2013c,
  Title                    = {Using Context Blocks in Genetic Programming with JIT Compilation},
  Author                   = {Michal Gregor and Juraj Spalek},
  Journal                  = {ATP Journal PLUS},
  Year                     = {2013},
  ISSN                     = {1336-5010},
  Number                   = {2},

  Citdb                    = {none},
  Timestamp                = {2013.10.21},
  Ukzu                     = {ADF}
}

@Article{Gregor2013d,
  Title                    = {Fitness-based Adaptive Control of Parameters in Genetic Programming},
  Author                   = {Michal Gregor and Juraj Spalek},
  Journal                  = {ATP Journal PLUS},
  Year                     = {2013},
  ISSN                     = {1336-5010},
  Number                   = {2},

  Citdb                    = {none},
  Timestamp                = {2013.10.21},
  Ukzu                     = {reprint}
}

@InProceedings{Gregor2013using,
  author       = {Michal Gregor and Juraj Spalek},
  title        = {Using context blocks to implement Node-attached Modules in genetic programming},
  booktitle    = {Intelligent Engineering Systems (INES), 2013 IEEE 17th International Conference on},
  year         = {2013},
  organization = {IEEE},
  pages        = {317--322},
  url          = {https://doi.org/10.1109/INES.2013.6632833},
  citdb        = {IEEE and SCOPUS},
  ukzu         = {AFC},
}

@Conference{Gregor2012b,
  author    = {Michal Gregor and Juraj Spalek},
  title     = {On Use of Node-attached Modules with Ancestry Tracking in Genetic Programming},
  booktitle = {11th IFAC/IEEE International Conference on Programmable Devices and Embedded Systems},
  year      = {2012},
  isbn      = {978-3-902823-21-2},
  url       = {https://doi.org/10.3182/20120523-3-CZ-3015.00027},
  citdb     = {WOS and IEEE and SCOPUS},
  quality   = {1},
  timestamp = {2013.10.14},
  ukzu      = {AFC},
}

@Conference{Gregor2011,
  Title                    = {Fitness-based Adaptive Control of Parameters in Genetic Programming: Adaptive Value Setting of Mutation Rate and Flood Mechanisms},
  Author                   = {Michal Gregor and Juraj Spalek},
  Booktitle                = {Proceedings: 2011 IEEE International Conference on Intelligent Computing and Intelligent Systems},
  Year                     = {2011},
  ISBN                     = {978-1-61284-143-4},

  Citdb                    = {none},
  Quality                  = {1},
  Timestamp                = {2013.10.14},
  Ukzu                     = {AFC}
}

@Article{Gregor2013e,
  Title                    = {Use of Context Blocks in Genetic Programming for Evolution of Robot Morphology},
  Author                   = {Michal Gregor and Juraj Spalek and Ján Capák},
  Journal                  = {Journal of Energy and Power Engineering},
  Year                     = {2013},
  ISSN                     = {1934-8975},
  Number                   = {6},
  Volume                   = {7},

  Citdb                    = {none},
  Timestamp                = {2013.10.21},
  Ukzu                     = {reprint}
}

@Conference{Gregor2012c,
  author    = {Michal Gregor and Juraj Spalek and Ján Capák},
  title     = {Use of Context Blocks in Genetic Programming for Evolution of Robot Morphology},
  booktitle = {Proceedings of 9th International Conference, ELEKTRO 2012},
  year      = {2012},
  isbn      = {978-146731179-3},
  url       = {https://doi.org/10.1109/ELEKTRO.2012.6225655},
  citdb     = {IEEE and SCOPUS},
  quality   = {1},
  timestamp = {2013.10.14},
  ukzu      = {AFD},
}

@Conference{Gregor1015zebra,
  author    = {Michal Gregor and Katarína Zábovská and Vladimír Smataník},
  title     = {The Zebra Puzzle and Getting to Know Your Tools},
  booktitle = {INES 2015: IEEE 19 th International Conference on Intelligent Engineering Systems, Proceedings},
  year      = {2015},
  number    = {19},
  publisher = {IEEE},
  month     = {September},
  isbn      = {978-1-4673-7938-0},
  pages     = {159--164},
  url       = {https://doi.org/10.1109/INES.2015.7329698},
  address   = {Bratislava},
  citdb     = {IEEE and WOS and SCOPUS},
  timestamp = {2015.06.01},
  ukzu      = {AFD},
}

@Conference{Groumpos2010,
  Title                    = {Fuzzy Cognitive Maps: Basic Theories and Their Application to Complex Systems},
  Author                   = {Peter P. Groumpos},
  Booktitle                = {Fuzzy Cognitive Maps},
  Year                     = {2010},

  Address                  = {Berlin},
  Editor                   = {M. Glykas},
  Pages                    = {1–22},
  Publisher                = {Springer-Verlag},

  Quality                  = {1},
  Timestamp                = {2013.07.15}
}

@Article{Groumpos2000,
  Title                    = {Modelling supervisory control systems using fuzzy cognitive maps},
  Author                   = {Groumpos, Peter P and Stylios, Chrysostomos D},
  Journal                  = {Chaos, Solitons \& Fractals},
  Year                     = {2000},
  Number                   = {1},
  Pages                    = {329--336},
  Volume                   = {11},

  Publisher                = {Elsevier}
}

@Article{gulshan2016development,
  Title                    = {Development and validation of a deep learning algorithm for detection of diabetic retinopathy in retinal fundus photographs},
  Author                   = {Gulshan, Varun and Peng, Lily and Coram, Marc and Stumpe, Martin C and Wu, Derek and Narayanaswamy, Arunachalam and Venugopalan, Subhashini and Widner, Kasumi and Madams, Tom and Cuadros, Jorge and others},
  Journal                  = {JAMA},
  Year                     = {2016},
  Number                   = {22},
  Pages                    = {2402--2410},
  Volume                   = {316},

  Publisher                = {American Medical Association}
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@Article{hadjam2014rimep2,
  Title                    = {RIMEP2: Evolutionary design of reversible digital circuits},
  Author                   = {Hadjam, Fatima Zohra and Moraga, Claudio},
  Journal                  = {ACM Journal on Emerging Technologies in Computing Systems (JETC)},
  Year                     = {2014},
  Number                   = {3},
  Pages                    = {27},
  Volume                   = {11},

  Publisher                = {ACM}
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@Inproceedings{Hagan1999,
  Title                    = {Neural networks for control},
  Author                   = {Hagan, Martin T and Demuth, Howard B},
  Booktitle                = {American Control Conference, 1999. Proceedings of the 1999},
  Year                     = {1999},
  Organization             = {IEEE},
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  Volume                   = {3}
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@Article{Hagan2002,
  Title                    = {An introduction to the use of neural networks in control systems},
  Author                   = {Hagan, Martin T and Demuth, Howard B and Jes{\'u}s, Orlando De},
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  Year                     = {2002},
  Number                   = {11},
  Pages                    = {959--985},
  Volume                   = {12},

  Publisher                = {Wiley Online Library}
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@Article{hagan1994training,
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@Inproceedings{halgas2015,
  Title                    = {Sledovanie statickej dopravy v rámci campusu Žilinskej univerzity},
  Author                   = {Ján Halgaš and Rastislav Pirn{\'\i}k},
  Booktitle                = {Automatizácia a riadenie v teórii a praxi = ARTEP 2015},
  Year                     = {2015},
  ISBN                     = {978-80-553-1968-1},
  Pages                    = {46-1--46-7},
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  Timestamp                = {2018.03.29}
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@Article{Hamzaccebi2009,
  Title                    = {Comparison of Direct and Iterative Artificial Neural Network Forecast Approaches in Multi-periodic Time Series Forecasting},
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  Journal                  = {Expert Systems with Applications},
  Year                     = {2009},
  Number                   = {2},
  Pages                    = {3839--3844},
  Volume                   = {36},

  Publisher                = {Elsevier}
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@Article{han2015deep,
  Title                    = {Deep Compression: Compressing Deep Neural Networks with Pruning, Trained Quantization and Huffman Coding},
  Author                   = {Han, Song and Mao, Huizi and Dally, William J},
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  Year                     = {2015}
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@Article{hansen2001completely,
  Title                    = {Completely derandomized self-adaptation in evolution strategies},
  Author                   = {Hansen, Nikolaus and Ostermeier, Andreas},
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  Year                     = {2001},
  Number                   = {2},
  Pages                    = {159--195},
  Volume                   = {9},

  Publisher                = {MIT Press}
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@Book{Hanss2005,
  Title                    = {Applied Fuzzy Arithmetic: An Introduction with Engineering Applications. 2005},
  Author                   = {Hanss, M},
  Publisher                = {Springer, Berlin},
  Year                     = {2005},
  ISBN                     = {3-540-24201-5}
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  Author                   = {Patrik Haslum},
  HowPublished             = {online},
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  Urldate                  = {2015-30-04},

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@Inproceedings{hassan2005comparison,
  Title                    = {A comparison of particle swarm optimization and the genetic algorithm},
  Author                   = {Hassan, Rania and Cohanim, Babak and De Weck, Olivier and Venter, Gerhard},
  Booktitle                = {Proceedings of the 1st AIAA multidisciplinary design optimization specialist conference},
  Year                     = {2005},
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@Book{StatLearning,
  Title                    = {The Elements of Statistical Learning},
  Author                   = {Trevor Hastie and Robert Tibshirani and Jerome Friedman},
  Publisher                = {Springer},
  Year                     = {2009},
  Edition                  = {Second edition},
  ISBN                     = {978-0-387-84858-7},

  Timestamp                = {2014.07.16}
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@Book{Haupt2004,
  Title                    = {Practical genetic algorithms},
  Author                   = {Haupt, Randy L and Haupt, Sue Ellen},
  Publisher                = {John Wiley \& Sons},
  Year                     = {2004},
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@Article{he2016identity,
  Title                    = {Identity mappings in deep residual networks},
  Author                   = {He, Kaiming and Zhang, Xiangyu and Ren, Shaoqing and Sun, Jian},
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  Year                     = {2016}
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@Article{he2015deep,
  Title                    = {Deep residual learning for image recognition},
  Author                   = {He, Kaiming and Zhang, Xiangyu and Ren, Shaoqing and Sun, Jian},
  Journal                  = {arXiv preprint arXiv:1512.03385},
  Year                     = {2015}
}

@Inproceedings{he2015delving,
  Title                    = {Delving deep into rectifiers: Surpassing human-level performance on imagenet classification},
  Author                   = {He, Kaiming and Zhang, Xiangyu and Ren, Shaoqing and Sun, Jian},
  Booktitle                = {Proceedings of the IEEE International Conference on Computer Vision},
  Year                     = {2015},
  Pages                    = {1026--1034}
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@Article{heckerman1992encyclopedia,
  Title                    = {The certainty-factor model},
  Author                   = {Heckerman, David},
  Journal                  = {Encyclopedia of Artificial Intelligence,},
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@Incollection{heckerman1985,
  Title                    = {Probabilistic interpretations for MYCIN's certainty factors},
  Author                   = {David Heckerman},
  Booktitle                = {UAI'85 Proceedings of the First Conference on Uncertainty in Artificial Intelligence},
  Publisher                = {Association for Uncertainty in Artificial Intelligence},
  Year                     = {1985},

  Address                  = {Los Angeles, CA},
  Pages                    = {9--20},

  Timestamp                = {2017.10.13}
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@Article{heckerman1992certainty,
  Title                    = {From certainty factors to belief networks},
  Author                   = {Heckerman, David E and Shortliffe, Edward H},
  Journal                  = {Artificial Intelligence in Medicine},
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  Number                   = {1},
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  Publisher                = {Elsevier}
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@Electronic{Helmert2008,
  Title                    = {Changes in PDDL 3.1},
  Author                   = {Helmert, M},
  HowPublished             = {online},
  Url                      = {http://ipc.informatik.uni-freiburg.de/PddlExtension},
  Urldate                  = {2014-07-20},
  Year                     = {2008}
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@Electronic{discreteOptimizationCoursera,
  Title                    = {Discrete Optimization},
  Author                   = {Pascal Van Hentenryck},
  HowPublished             = {online},
  Organization             = {Coursera},
  Url                      = {https://www.coursera.org/learn/discrete-optimization},
  Urldate                  = {2017-05-27},

  Timestamp                = {2017.05.27}
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@Article{Hentenryck2013cpstore,
  Title                    = {Lecture 2.2 -- Constraint programming: propagation, arithmetic constraints, send+more=money},
  Author                   = {Pascal Van Hentenryck},
  Journal                  = {COURSERA: Discrete Optimization},
  Year                     = {2013},

  Timestamp                = {2014.10.14}
}

@Article{Hentenryck2013magicseries,
  Title                    = {Lecture 2.3 -- Constraint programming: reification, element constraint, magic series, stable marriage},
  Author                   = {Pascal Van Hentenryck},
  Journal                  = {COURSERA: Discrete Optimization},
  Year                     = {2013}
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@Article{Herrera2008,
  Title                    = {Genetic fuzzy systems: taxonomy, current research trends and prospects},
  Author                   = {Herrera, Francisco},
  Journal                  = {Evolutionary Intelligence},
  Year                     = {2008},
  Number                   = {1},
  Pages                    = {27--46},
  Volume                   = {1},

  Publisher                = {Springer}
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@Article{Herrera1998,
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  Number                   = {1},
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  Volume                   = {100},

  Publisher                = {Elsevier}
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@Article{Herrera1995,
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  Publisher                = {Elsevier}
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@Inproceedings{Hester2012,
  Title                    = {Intrinsically motivated model learning for a developing curious agent},
  Author                   = {Hester, Todd and Stone, Peter},
  Booktitle                = {Development and Learning and Epigenetic Robotics (ICDL), 2012 IEEE International Conference on},
  Year                     = {2012},
  Organization             = {IEEE},
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@Article{hidalgo2015solving,
  Title                    = {Solving the multi-objective path planning problem in mobile robotics with a firefly-based approach},
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  Journal                  = {Soft Computing},
  Year                     = {2015},
  Pages                    = {1--16},

  Publisher                = {Springer}
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@Inproceedings{hillar2014hopfield,
  Title                    = {A hopfield recurrent neural network trained on natural images performs state-of-the-art image compression},
  Author                   = {Hillar, Christopher and Mehta, Ram and Koepsell, Kilian},
  Booktitle                = {Image Processing (ICIP), 2014 IEEE International Conference on},
  Year                     = {2014},
  Organization             = {IEEE},
  Pages                    = {4092--4096}
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@Article{hinton2002training,
  Title                    = {Training products of experts by minimizing contrastive divergence},
  Author                   = {Hinton, Geoffrey},
  Journal                  = {Neural computation},
  Year                     = {2002},
  Number                   = {8},
  Pages                    = {1771--1800},
  Volume                   = {14},

  Publisher                = {MIT Press}
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@Article{hinton2012deep,
  Title                    = {Deep neural networks for acoustic modeling in speech recognition: The shared views of four research groups},
  Author                   = {Hinton, Geoffrey and Deng, Li and Yu, Dong and Dahl, George E and Mohamed, Abdel-rahman and Jaitly, Navdeep and Senior, Andrew and Vanhoucke, Vincent and Nguyen, Patrick and Sainath, Tara N and others},
  Journal                  = {Signal Processing Magazine, IEEE},
  Year                     = {2012},
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  Volume                   = {29},

  Publisher                = {IEEE}
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@Article{hinton2006fast,
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  Author                   = {Hinton, Geoffrey and Osindero, Simon and Teh, Yee-Whye},
  Journal                  = {Neural computation},
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  Volume                   = {18},

  Publisher                = {MIT Press}
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@Article{Tieleman2012,
  Title                    = {Lecture 6.5 -- Rmsprop: Divide the gradient by a running average of its recent magnitude},
  Author                   = {Hinton, G and Tieleman, T},
  Journal                  = {COURSERA: Neural Networks for Machine Learning},
  Year                     = {2012},
  Volume                   = {4}
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@Article{Tieleman2012BoltzmannLearning,
  Title                    = {Lecture 12.1 -- Boltzmann Machine Learning},
  Author                   = {Hinton, G and Tieleman, T},
  Journal                  = {COURSERA: Neural Networks for Machine Learning},
  Year                     = {2012},
  Volume                   = {4},

  Timestamp                = {2014.09.05}
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@Article{Tieleman2012BoltzmannModel,
  Title                    = {Lecture 11.5 -- How a Boltzmann Machine Models Data},
  Author                   = {Hinton, G and Tieleman, T},
  Journal                  = {COURSERA: Neural Networks for Machine Learning},
  Year                     = {2012},
  Volume                   = {4},

  Timestamp                = {2014.09.05}
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@Article{Tieleman2012BoltzmannStatistics,
  Title                    = {Lecture 12.2 -- More Efficient Ways to Get the Statistics},
  Author                   = {Hinton, G and Tieleman, T},
  Journal                  = {COURSERA: Neural Networks for Machine Learning},
  Year                     = {2012},
  Volume                   = {4},

  Timestamp                = {2014.09.05}
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@Article{Tieleman2012entropysoftmax,
  Title                    = {Lecture 4 -- The softmax output function},
  Author                   = {Hinton, G and Tieleman, T},
  Journal                  = {COURSERA: Neural Networks for Machine Learning},
  Year                     = {2012},
  Volume                   = {4},

  Timestamp                = {2014.09.05}
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@Article{Tieleman2012hessian,
  Title                    = {Lecture 8.1 -- A Brief Overview of Hessian Free Optimization},
  Author                   = {Hinton, G and Tieleman, T},
  Journal                  = {COURSERA: Neural Networks for Machine Learning},
  Year                     = {2012},
  Volume                   = {4},

  Timestamp                = {2014.09.05}
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@Article{Tieleman2012hftext,
  Title                    = {Lecture 8.3 -- Learning to predict the next character using HF},
  Author                   = {Hinton, G and Tieleman, T},
  Journal                  = {COURSERA: Neural Networks for Machine Learning},
  Year                     = {2012},
  Volume                   = {4},

  Timestamp                = {2015.04.13}
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@Article{Tieleman2012regularization,
  Title                    = {Lecture 9 -- Ways to Improve Generalization},
  Author                   = {Hinton, G and Tieleman, T},
  Journal                  = {COURSERA: Neural Networks for Machine Learning},
  Year                     = {2012},
  Volume                   = {4},

  Timestamp                = {2014.09.05}
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@Article{Tieleman2012stochasticUnits,
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  Author                   = {Hinton, G and Tieleman, T},
  Journal                  = {COURSERA: Neural Networks for Machine Learning},
  Year                     = {2012},
  Volume                   = {4},

  Timestamp                = {2014.09.05}
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@Article{hinton2015distilling,
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  Journal                  = {arXiv preprint arXiv:1503.02531},
  Year                     = {2015}
}

@Incollection{hinton2012practical,
  Title                    = {A practical guide to training restricted boltzmann machines},
  Author                   = {Hinton, Geoffrey E},
  Booktitle                = {Neural Networks: Tricks of the Trade},
  Publisher                = {Springer},
  Year                     = {2012},
  Pages                    = {599--619}
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@Article{hinton1989connectionist,
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  Journal                  = {Artificial intelligence},
  Year                     = {1989},
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  Volume                   = {40},

  Publisher                = {Elsevier}
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@Article{Hinton2006,
  Title                    = {Reducing the dimensionality of data with neural networks},
  Author                   = {Hinton, Geoffrey E and Salakhutdinov, Ruslan R},
  Journal                  = {Science},
  Year                     = {2006},
  Number                   = {5786},
  Pages                    = {504--507},
  Volume                   = {313},

  Publisher                = {American Association for the Advancement of Science}
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@Article{hinton2012improving,
  Title                    = {Improving neural networks by preventing co-adaptation of feature detectors},
  Author                   = {Hinton, Geoffrey E and Srivastava, Nitish and Krizhevsky, Alex and Sutskever, Ilya and Salakhutdinov, Ruslan R},
  Journal                  = {arXiv preprint arXiv:1207.0580},
  Year                     = {2012}
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@Article{hochreiter1997long,
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  Journal                  = {Neural computation},
  Year                     = {1997},
  Number                   = {8},
  Pages                    = {1735--1780},
  Volume                   = {9},

  Publisher                = {MIT Press},
  Timestamp                = {2016.04.19}
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@Article{hoffmann2001ff,
  Title                    = {FF: The fast-forward planning system},
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  Journal                  = {AI magazine},
  Year                     = {2001},

repository: michalgregor/LatexOverleafCommon

repo_name: michalgregor/LatexOverleafCommon

extension: bib