text:
M.
                 Faddis and M. Hocini and M. Haissaguerre and M. Scheinman
                 and Y. Rudy",
  title =        "Cardiac Electrophysiologic Substrate Underlying the {ECG}
                 Phenotype and Electrogram Abnormalities in {B}rugada
                 Syndrome Patients",
  journal =      j-C,
  year =         "2015",
  month =        "Jun.",
  Volume =    "131",
  number =    "22",
  pages =        "1950-9",
  robnote =      "BACKGROUND: -Brugada syndrome (BrS) is a highly
                 arrhythmogenic cardiac disorder, associated with an
                 increased incidence of sudden death. Its arrhythmogenic
                 substrate in the intact human heart remains ill-defined.
                 METHODS AND RESULTS: -Using noninvasive ECG imaging
                 (ECGI), we studied 25 BrS patients to characterize the
                 electrophysiologic substrate, and 6 patients with right
                 bundle branch block (RBBB) for comparison. Seven normal
                 subjects provided control data. Abnormal substrate was
                 observed exclusively in the right ventricular outflow
                 tract (RVOT) with the following properties (compared to
                 normal controls; p<0.005): (1)ST-segment elevation (STE)
                 and inverted T-wave of unipolar electrograms (EGMs)
                 (2.21+/-0.67 vs. 0 mV); (2)delayed RVOT activation
                 (82+/-18 vs. 37+/-11 ms); (3)low amplitude (0.47+/-0.16
                 vs. 3.74+/-1.60 mV) and fractionated EGMs, suggesting slow
                 discontinuous conduction; (4)prolonged recovery time (RT;
                 381+/-30 vs. 311+/-34 ms) and activation-recovery
                 intervals (ARIs; 318+/-32 vs. 241+/-27 ms), indicating
                 delayed repolarization; (5)steep repolarization gradients
                 (DeltaRT/Deltax= 96+/-28 vs. 7+/-6 ms/cm, DeltaARI/Deltax=
                 105+/-24 vs. 7+/-5 ms/cm) at RVOT borders. With increased
                 heart rate in 6 BrS patients, reduced STE and increased
                 fractionation were observed. Unlike BrS, RBBB had delayed
                 activation in the entire RV, without STE, fractionation,
                 or repolarization abnormalities on EGMs. CONCLUSIONS: -The
                 results indicate that both, slow discontinuous conduction
                 and steep dispersion of repolarization are present in the
                 RVOT of BrS patients. ECGI could differentiate between BrS
                 and RBBB.",
  bibdate =      "Mon May 11 22:36:21 2015",
}

@InProceedings{RSM:Zhu2001,
  author =    "L. Zhukov and D.M. Weinstein and C.R. Johnson and
              R.S. MacLeod",
  title =     "Spatio-temporal Multi-dipole Source Localization
              Using {ICA} and Lead-Fields in {FEM} Head Models",
  booktitle = c-EMBS2001,
  year =      "2001",
  address =   "Istanbul, Turkey",
  month =     "Oct",
  keywords =  "ncrr, forward problems inverse problems forward
              simulation inverse solutions finite elements,
              scirun, biopse, neuro brain, scientific
              computing",
  url =       "http://www.sci.utah.edu/publications/embc01/embc01.pdf",
}

@InProceedings{RSM:Zhu2012,
  author = 	 "L. Zhu and Y. Gao and A. Yezzi and R.S. MacLeod and J. Cates
                  and A. Tannenbaum",
  title = 	 "Automatic segmentation of the left atrium from MRI images
                  using salient feature and contour evolution.",
  booktitle =    c-EMBS2012,
  year = 	 "2012",
  pages = 	 "3211--3214",
  pmcid =        "PMC3652873",
  robnote = 	 "CARMA, AF, segmentation"
}

@Article{RSM:Zic97,
  author =       "P. Zickler",
  title =        "Cardiac mapping.",
  journal =      "Biomed Instrum Technol (BTI)",
  year =         "1997",
  volume =       "31",
  number =       "2",
  pages =        "173--5",
  robnote =      "A nice little intro to cardiac mapping for engineers
                 piece. It covers the history well, has some classic
                 refs, and then outlines the current products out there,
                 including Cardima and Endocardial Solutions",
}

@Article{RSM:Zin82,
  author =       "H. Zinner and A. Stampfli",
  title =        "Data Acquisition and on-line Analysis of Experiments
                 on Isolated Cardiac Muscle with {PDP}-11/12 System",
  journal =      j-MBEC,
  year =         "1982",
  volume =       "2",
  pages =        "761--763",
  robnote =      "CellPhysiol035",
}

@Book{RSM:Zip2014,
  title =        "Cardiac Electrophysiology, From Cell to Bedside, Seventh
                  Edition",
  publisher =    "Elsevier",
  year =         "2014",
  editor =       "D.P. Zipes and J. Jalife and W.G. Stevenson",
  address =      "Philadelphia, PA",
  robnote =      "The book by Zipes and Jallife dedicated to Moe.",
}

@Book{RSM:Zip89,
  title =        "Cardiac Electrophysiology, From Cell to Bedside",
  publisher =    "Grune \& Stratton",
  year =         "1989",
  editor =       "D.P. Zipes and J. Jalife",
  address =      "New York, N.Y.",
  robnote =      "The book by Zipes and Jallife dedicated to Moe.",
}

@Article{RSM:Zor88,
  author =       "G. Zorpette",
  title =        "Fractals: Not Just Another Prety Picture",
  journal =      "IEEE Spectrum",
  year =         "1988",
  month =        oct,
  pages =        "29--31",
  robnote =      "An article from IEEE Spectrum on fractals and their
                 use in data reduction of images., NumMath004",
}

@Article{RSM:Zor89,
  author =       "G. Zorpette",
  title =        "Photovoltaics: Technical Gains and an Uncertain
                 Market",
  journal =      "IEEE Spectrum",
  year =         "1989",
  month =        jul,
  pages =        "42--44",
  robnote =      "photovoltaic cells, battery, photocell, solar energy,
                 Electronics037",
}

@Article{RSM:Zou2003,
  author =       "Y. Zou and Z. Guo",
  title =        "A review of electrical impedance techniques for breast
                 cancer detection.",
  journal =      "Med Eng Phys",
  year =         "2003",
  month =        mar,
  volume =       "25",
  number =       "2",
  pages =        "79--90",
  robnote =      "Some evidence has been found that malignant breast
                 tumors have lower electrical impedance than surrounding
                 normal tissues. Although the separation of malignant
                 tumors from benign lesions based on impedance
                 measurements needs further investigation, electrical
                 impedance could be used as an indicator for breast
                 cancer detection. In this paper, we provide a
                 systematic technical review of the existing electrical
                 impedance techniques proposed for breast cancer
                 detection, with an emphasis on noninvasive impedance
                 imaging techniques. No hard copy",
  bibdate =      "Fri Jan 31 01:53:51 2003",
}

@Article{RSM:deB83,
  author =       "J.M.T. de Bakker and M.J. Janse and J.J.L. van Capelle
                 and Durrer D.",
  title =        "Epicardial Mapping by Simultaneous Recording of
                 Epicardial Electrograms During Cardiac Surgery for
                 Ventricular Aneurism",
  journal =      j-ACC,
  year =         "1983",
  volume =       "2",
  pages =        "947--953",
  robnote =      "Jacque de Bakker, a workshop participant, sent this
                 paper describing their mapping system and the kind of
                 intraoperative epicardial mapping., BSPM028",
}

@Article{RSM:deB83b,
  author =       "J.M.T. De Bakker and M.J. Janse and F.J.L. Van Capelle
                 and D. Durrer",
  title =        "Endocardial mapping by simultaneous recording of
                 endocardial electrograms during cardiac surgery for
                 ventricular aneurysm",
  journal =      j-ACC,
  year =         "1983",
  volume =       "2",
  month =        nov,
  pages =        "947--953",
  robnote =      "Arrhythmias, cardiac mapping",
}

@Article{RSM:deB84,
  author =       "J.M.T. de Bakker and M.J. Janse and F.J.L. van Capelle
                 and D. Durrer",
  title =        "An Interactive Computer System for Guiding the
                 Surgical Treatment of Life-Threatening Ventricular
                 Tachycardias",
  journal =      j-BME,
  year =         "1984",
  volume =       "31",
  pages =        "362--368",
  robnote =      "Workshop participant, intraoperative mapping,
                 epicardial mapping, endocardial mapping, balloon
                 electrode thesis, Arrhythm016",
}

@Article{RSM:deB91,
  author =       "J.M. de Bakker and F.J. van Capelle and M.J. Janse and
                 N.M. van Hemel and R.N. Hauer and J.J. Defauw and F.E.
                 Vermeulen and P.F. Bakker de Wekker",
  title =        "Macroreentry in the infarcted human heart: the
                 mechanism of ventricular tachycardias with a ``focal''
                 activation pattern",
  journal =      j-ACC,
  year =         "1991",
  volume =       "18",
  number =       "4",
  pages =        "1005--1014",
  scitnote =     "macro vs focal activation patterns",
}

@InCollection{RSM:deB95,
  author =       "J. M. T. de Bakker and R. N. W. Hauer and T. A.
                 Simmers",
  title =        "Activation Mapping: Unipolar Versus Bipolar
                 Recording.",
  booktitle =    "Cardiac Electrophysiology, From Cell to Bedside",
  editor =       "D.P. Zipes and J. Jalife",
  publisher =    "W.B. Saunders Co.",
  pages =        "1068--1078",
  address =      "",
  year =         "1995",
  scinote =      "An article in Bruno's Collection of books. Nice
                 summary of unipolar, bipolar pros and cons",
}

@Article{RSM:deC84,
  author =       "L. de Caprio and S. Cuomo and C. Vigorito and P.
                 Meccariello and M. Romano and A.M.F. Zarra and F.
                 Rengo",
  title =        "Influence of Heart Rate on Exercise-Induced {R}-wave
                 Changes in Coronary Patients and Normal Subjects",
  journal =      j-AHJ,
  year =         "1984",
  volume =       "107",
  pages =        "61--68",
  robnote =      "More R-wave amplitude testing during exercise and the
                 difference between CAD patients and normals. thesis,
                 Ischemia111",
}

@Article{RSM:deG2000,
  author =       "N.M.S. de Groot and M. Bootsma and E.T. van der Velde
                 and M.J. Schalij",
  title =        "Three-Dimensional Catheter Positioning During
                 Radiofrequency Ablation in Patients: {F}irst
                 Application of a Real-Time Position Management
                 System.",
  journal =      j-JCE,
  year =         "2000",
  volume =       "11",
  pages =        "1183--1192",
  scinote =      "First RPM (realtime position management) system
                 paper",
}

@Article{RSM:deL84,
  author =       "P.A. de Langis",
  title =        "Power Line Conditioning - Grounds for Danger",
  journal =      "Evaluation Eng.",
  year =         "1984",
  robnote =      "A brief treatise on grounding techniques and safety,
                 both for the computer equipment connected to the mains
                 and the people using the equipment., Electronics011",
}

@Article{RSM:deM92,
  author =       "J.C. de Munck",
  title =        "A linear discretization of the volume conductor
                 boundary integral equation using analytically
                 integrated elements.",
  journal =      j-BME,
  year =         "1992",
  month =        sep,
  volume =       "39",
  number =       "9",
  pages =        "986--990",
  robnote =      "A method is presented to compute the potential
                 distribution on the surface of a homogeneous isolated
                 conductor of arbitrary shape. The method is based on an
                 approximation of a boundary integral equation as a set
                 linear algebraic equations. The potential is described
                 as a piecewise linear or quadratic function. The matrix
                 elements of the discretized equation are expressed as
                 analytical formulas.",
  bibdate =      "Tue Dec 19 10:25:58 2000",
}

@Article{RSM:deP98,
  author =       "A.A. de Paola and W.D. Melo and M.Z. Tavora and E.E.
                 Martinez",
  title =        "Angiographic and electrophysiological substrates for
                 ventricular tachycardia mapping through the coronary
                 veins",
  journal =      "Heart (CEN)",
  year =         "1998",
  volume =       "79",
  number =       "1",
  pages =        "59--63",
  scinote =      "Multielectrode mapping with cardima catheters.
                 Multiple vessels.",
}

@InCollection{RSM:unk01,
  author =	 "unknown",
  title =	 "Coronary Artiography",
  booktitle =	 "The Pathological Anatomy of the Coronary Arteries of Man",
  editor =	 "",
  publisher =	 "unknown",
  address =	 "",
  year =	 "unknown",
  pages =	 "272--275",
  robnote =	 "Just a few pages from a book on coronary anatomy and
                  pathology, specifically the one on angiography.  coronary
                  occlusion, stenosis., Ischemia006",
}

@Article{RSM:unk86,
  author =       "unknown",
  title =        "Artificial Heart Saves Woman During Transplant
                 Operation",
  journal =      "New Scientist",
  year =         "1986",
  volume =       "2",
  pages =        "22--22",
  robnote =      "Europes first successful artificial heart implantation
                 was performed in Innsbruck, Austria. It is described
                 very briefly here., Cardiol005",
}

@Article{RSM:van2003,
  author =       "P.M. van Dam and A. van Oosterom",
  title =        "Atrial excitation assuming uniform propagation.",
  journal =      j-JCE,
  year =         "2003",
  month =        "Oct",
  volume =       "14",
  number =       "10 Suppl",
  pages =        "S166--S171",
  robnote =      "INTRODUCTION: We investigated the spread of the
                 excitation wave over the atria following initiation in a
                 given focus in an atrial model containing its overall
                 geometry only, i.e., without atrial bundles. METHODS AND
                 RESULTS: The propagation velocity of the excitation wave
                 was taken to be uniform, and the wall thickness was
                 discarded. The timing of excitation of any point on the
                 atrium thus becomes directly proportional to its shortest
                 distance over the atrial wall to the focus. Despite these
                 gross simplifications, the general nature of the
                 excitation sequence found corresponded closely to clinical
                 data reported in the literature. This suggests that the
                 complex overall geometry of the atria dominates the timing
                 of the excitation. A highly intriguing observation from
                 this study was that, when looking at the pathways from the
                 sinus node to all other points on the atrium, prominent
                 routes became visible even though no such pathways formed
                 part of the model of the atrial geometry used. The
                 locations of these prominent routes coincide with those of
                 various distinct bundles in the atria. Possible inferences
                 of these observations are discussed. CONCLUSION: Based
                 upon comparison with data from other studies, it is
                 concluded that, during stable heart rhythms, propagation
                 of the atrial excitation wave is well approximated by an
                 assumption of uniform velocity, even though no atrial
                 bundles were included in the model. The overall geometry
                 seems to be the dominant factor in the spread of
                 excitation.",
  bibdate =      "Sun Sep 21 22:42:36 2014",
}

@Article{RSM:van2005,
  author =       "P.M. van Dam and A. van Oosterom",
  title =        "Volume conductor effects involved in the genesis of the P
                 wave.",
  journal =      "Europace",
  year =         "2005",
  month =        "Sep",
  volume =       "7 Suppl 2",
  pages =        "30--38",
  robnote =      "AIM: To assess the effect of inhomogeneities in the
                 conductivity of different tissues, such as blood and lung
                 tissue, on the body surface potentials generated by atrial
                 electrical activity. METHODS: A 64-lead ECG from a healthy
                 subject was recorded. The subject's geometries of torso,
                 lungs, heart, and blood cavities were derived by magnetic
                 resonance imaging. These geometries were used to construct
                 a numerical volume conductor model. The boundary element
                 method was applied to simulate the potentials on the
                 surface of the thorax generated by the atria. The
                 equivalent double layer served as the source description
                 during depolarization. Recorded body surface potentials
                 were used as a check on the simulations. Subsequently, the
                 conductivities in the model were varied to determine their
                 influence on P wave morphology and amplitude. RESULTS: The
                 model with realistic conductivity values for blood and
                 lungs produced potentials that closely matched the
                 measured ones (correlation 98\%). The subsequent variation
                 of conductivity of blood and lungs revealed a major
                 influence on P wave morphology and amplitude: a mean
                 reduction in amplitude by 42\%, with pronounced inter-lead
                 differences. CONCLUSION: The inhomogeneities of lungs and
                 atrial blood cavities need to be incorporated in volume
                 conductor models linking atrial electric activity to body
                 surface potentials.",
  bibdate =      "Sun Sep 21 22:42:36 2014",
}

@Article{RSM:van2007,
  author =       "P.M. van Dam and A. van Oosterom",
  title =        "Analysing the potential of {Reveal} for monitoring cardiac
                 potentials.",
  journal =      "Europace",
  year =         "2007",
  month =        "Nov",
  volume =       "9 Suppl 6",
  pages =        "vi119--vi123",
  robnote =      "AIMS: The implantable loop recorder (ILR) continuously
                 monitors the heart's electric activity by means of a
                 subcutaneous bipolar electrogram (Elg). Currently, the
                 relationship between the Elg and the surface
                 electrocardiogram (ECG) has been poorly documented. This
                 model-based study aimed at investigating the differences
                 between the bipolar surface and subcutaneous signals, as
                 well as the effect of the insulating boundary of the ILR
                 on these signals. Additionally, the model is used for
                 determining the optimal implant location of the device.
                 METHODS AND RESULTS: Sinus rhythm ECG of a complete heart
                 cycle was simulated by means of a biophysical model.
                 Different volume conductors were created to investigate
                 the effect of the insulating boundary of the ILR. The Elg
                 closely matched the nearby bipolar ECG, both in morphology
                 and in amplitude. The optimal localization and orientation
                 of the ILR was found to depend on the Elg signal feature
                 of interest, e.g. PQ, QRS, or STT waveforms. CONCLUSION:
                 The differences between the bipolar ECG on the surface and
                 the subcutaneous electrogram are negligible. The optimal
                 implant location may be based on nearby surface
                 recordings. The simulation model is an eligible tool for
                 determining the optimal implant location for the ILR, for
                 all signal features of interest.",
  bibdate =      "Sun Sep 21 22:42:36 2014",
}

@Article{RSM:van2009,
  author =       "P.M. van Dam and T.F. Oostendorp and A.C. Linnenbank and
                 A. van Oosterom",
  title =        "Non-invasive imaging of cardiac activation and recovery.",
  journal =      j-ABE,
  year =         "2009",
  month =        "Sep",
  volume =       "37",
  number =       "9",
  pages =        "1739--1756",
  robnote =      "The sequences of activation and recovery of the heart
                 have physiological and clinical relevance. We report on
                 progress made over the last years in the method that
                 images these timings based on an equivalent double layer
                 on the myocardial surface serving as the equivalent source
                 of cardiac activity, with local transmembrane potentials
                 (TMP) acting as their strength. The TMP wave forms were
                 described analytically by timing parameters, found by
                 minimizing the difference between observed body surface
                 potentials and those based on the source description. The
                 parameter estimation procedure involved is non-linear, and
                 consequently requires the specification of initial
                 estimates of its solution. Those of the timing of
                 depolarization were based on the fastest route algorithm,
                 taking into account properties of anisotropic propagation
                 inside the myocardium. Those of recovery were based on
                 electrotonic effects. Body surface potentials and
                 individual geometry were recorded on: a healthy subject, a
                 WPW patient and a Brugada patient during an Ajmaline
                 provocation test. In all three cases, the inversely
                 estimated timing agreed entirely with available
                 physiological knowledge. The improvements to the inverse
                 procedure made are attributed to our use of initial
                 estimates based on the general electrophysiology of
                 propagation. The quality of the results and the required
                 computation time permit the application of this inverse
                 procedure in a clinical setting.",
  bibdate =      "Sun Sep 21 22:42:36 2014",
  pmcid =        "PMC2721141",
}

@Article{RSM:van2009a,
  author =       "P.M. van Dam and T.F. Oostendorp and A. van Oosterom",
  title =        "Application of the fastest route algorithm in the
                 interactive simulation of the effect of local ischemia on
                 the ECG.",
  journal =      "Med Biol Eng Comput",
  year =         "2009",
  month =        "Jan",
  volume =       "47",
  number =       "1",
  pages =        "11--20",
  robnote =      "A method is described to determine the effect on the ECG
                 of a reduced propagation velocity within an ischemic zone.
                 The method was designed to change the activation sequence
                 throughout the ventricles interactively, i.e. with a
                 response time in the order of a second. The timing of
                 ventricular ischemic activation was computed by using the
                 fastest route algorithm, based on locally reduced values
                 of the propagation velocities derived from a standard,
                 normal activation sequence. The effect of these local
                 reductions of the velocities on the total activation
                 sequence, as well as the changes in the electrocardiogram
                 that these produce, are presented.",
  bibdate =      "Sun Sep 21 22:42:36 2014",
}

@Article{RSM:van2011,
  author =       "A. van Oosterom and T.F. Oostendorp and P.M. van Dam",
  title =        "Potential applications of the new ECGSIM.",
  journal =      j-JE,
  year =         "2011",
  month =        "Sep-Oct",
  volume =       "44",
  number =       "5",
  pages =        "577--583",
  robnote =      "This contribution demonstrates some applications of the
                 most recent release of ECGSIM, an interactive simulation
                 program that enables the user to study the relationship
                 between the electric current sources of the heart and the
                 resulting electrocardiographic signals on the body surface
                 as well as those on the surface of the heart. It aims to
                 serve as an educational tool as well as a research tool.
                 The examples are drawn from the topics discussed by the
                 participants of the Magnetic Anatomic and eLectrical
                 Technology meeting in Maastricht, the Netherlands
                 (February 2011), reports of which are to be found in the
                 current issue of the Journal of Electrocardiology. These
                 examples include simulation of the atrial
                 electrocardiogram, improved accessibility of endocardial
                 source locations, and an explanation of ST elevations
                 accompanying true TQ depressions.",
  bibdate =      "Sun Sep 21 22:42:36 2014",
}

repository: bzenger/SCI-bibtex-Overleaf

repo_name: bzenger/SCI-bibtex-Overleaf

branch_name: refs/heads/main

extension: bib


text:
@inproceedings{homburg2018integration,
  title={Map Change Prediction for Quality Assurance},
  author={Homburg, Timo and Boochs, Frank and Christophe, Cruz and Roxin, Ana},
  booktitle={LBS 2018},
  month={January},
  year={2018}
}

@article{homburg2017integration,
  title={Integration, Quality Assurance and Usage of Geospatial Data with Semantic Tools},
  author={Homburg, Timo and Prudhomme, Claire and Boochs, Frank and Christophe, Cruz and Roxin, Ana},
  journal={gis.Science},
  volume={3},
  issn={1869-9391},
  month={September},
  year={2017}
}

@inproceedings{homburg2017postagging,
  title={POSTagging and Semantic Dictionary Creation for Hittite Cuneiform},
  author={Homburg, Timo},
  abstract={Presentation Topic and State Of The Art
On	our	poster	we	want	to	present	ongoing	work	to
create	an	automatic	natural	language	processing	 tool
for	 Hittite	 cuneiform.	 Hittite	 cuneiform	 texts	 are	 to
this	 day	 manually	 transcribed	 by	 the	 respective	 experts
 and	 then	 published	 in	 a	 transliteration	 format
(commonly	 ATF). Pictures	 of	 the	 original	 cuneiform
tablet	 may	 be	 provided	 and	 more	 rarely	 cuneiform
representations	in	Unicode	are	present.	Due	to	recent
advancements	in	 the	 field (such	as	Cuneify) an	automatic
 translation	 of	 many	 Hittite	 cuneiform	 transliterations
to	their	respective	cuneiform	representation
is	possible.
Research Contributions
We	build	upon	this	work	by	creating	tools that	aim
to	 automatically	 translate	 Hittite	 cuneiform	 texts	 to
English	 from	either	a	Unicode	cuneiform	representation
or	their	transliteration	representation.
POSTagger
We	 have	 created	 a	 morphological	 analyzer	 to	 detect
 nouns,	 verbs,	 several	 kinds	 of	 pronouns,	 their
respective	 declinations	 and	 appendices	 as	 well	 as
structural	particles. On	a	sample	set	of	annotated	Hittite
 texts	 from	 different	 epochs	 in	 cuneiform	 and
transliteration	 representation	 we	 have	 evaluated	 the
morphological	analyzer,	its	advantages,	problems	and
possible	solutions	and	intend	to	present	the	results	as
well	as	 some	 POSTagging	examples	in	 section	 one	 of
our	poster.
Dictionary Creation
Dictionaries	 for	 Hittite	 cuneiform	 exist	 in	 often
non-machine	readable	formats	and	without	a	connection
 to	Semantic	Web	 concepts.	We	intend	 to	 change
this	 situation	 by	 parsing	 digitally	 available	 nonsemantic
dictionaries	and	using	matching	algorithms	to
find	 concepts	 of	 the	English	 translations	 of	 such	 dictionaries
in	the	Semantic	Web	e.g.	DBPedia	or	Wikidata.
Dictionaries	of	this	kind	are	stored	using	the	Lexical
 Model	 for	 Ontologies	 (Lemon). In	 addition	 to
freely	 available	 dictionaries	 we	 intend	 to	 use	 expert
resources developed	 by	 the	 academy	 of	 sciences	 in
Mainz/Germany to	 verify	 and	 extend	 our	 generated
dictionaries.	We	intend	to	present	the	dictionary	creation
process,	statistics	about	the	content	of	generated
dictionaries	 and	 their impact	 in	 section	 two	 of	 our
poster.
Machine Translation
Using	the	newly	created	dictionaries	as	well	as	the
POSTagging	information	we	intend	to	test	several	automated
machine	translation approaches	of	which	we
will	 outline	 the	 process	 and	 possible	 approaches	 in
poster	section	three.
Contributions for the Communities
With	 our	 approaches	 we	 intend	 to	 contribute to
the	archaeological	community	in	Germany by analysing
 Hittite	 cuneiform	 tablets.	 Together	 with	 work
from	 the	 University	 of	Heidelberg	 on	image	 recognition
 of	cuneiform	 tablets, we	want	 to	 focus	on	creating
a	natural	language	processing	pipeline	from	scanning
 cuneiform	 tablets	 to	 an	 available	 translation	 in
English.},
  booktitle={DH2017},
  address = {Montreal, Canada},
  language={english},
  day={9},
  month={August},
  year={2017}
}

@inproceedings{prudhomme2017automatic,
  title={Automatic Integration of Spatial Data into the Semantic Web},
  author={Prudhomme, Claire and Homburg, Timo and Jean-Jacques, Ponciano and Boochs, Frank and Roxin, Ana and Cruz, Christophe},
  abstract={For several years, many researchers tried to semantically integrate geospatial datasets into the semantic web. Although, there are many general means of integrating interconnected relational datasets (e.g. R2RML), importing schema-less relational geospatial data remains a major challenge in the semantic web community. In our project SemGIS we face significant importation challenges of schema-less geodatasets, in various data formats without relations to the semantic web. We therefore developed an automatic process of semantification for aforementioned data using among others the geometry of spatial objects. We combine Natural Language processing with geographic and semantic tools in order to extract semantic information of spatial data into a local ontology linked to existing semantic web resources. For our experiments, we used LinkedGeoData and Geonames ontologies to link semantic spatial information and compared links with DBpedia and Wikidata for other types of information. The aim of our experiments presented in this paper, is to examine the feasibility and limits of an automated integration of spatial data into a semantic knowledge base and to assess its correctness according to different open datasets. Other ways to link these open datasets have been applied and we used the different results for evaluating our automatic approach.},
  keywords={Geospatial Data, Linked Data, Natural Language Processing, Ontology, R2RML, SDI, Semantic Web, Semantification},
  note={Best Student Paper Award},
  isbn={978-989-758-246-2},
  booktitle={Proceedings of the 13th International Conference on Web Information Systems and Technologies - Volume 1: WEBIST,},
  location = {Porto, Portugal},
  language={english},
  day={26},
  month={April},
  year={2017},
  pages={107-115},
  publisher={SciTePress},
  organization={INSTICC},
  url={http://www.scitepress.org/digitalLibrary/PublicationsDetail.aspx?ID=9PVXQr5fDjQ=&t=1},
  doi={10.5220/0006306601070115}
}

@inproceedings{wurriehausen2016using,
  title={Using an INSPIRE Ontology to Support Spatial Data Interoperability},
  author={W{\"u}rriehausen, Falk and Homburg, Timo and M{\"u}ller, Hartmut},
  booktitle={INSPIRE 2016},
  address = {Barcelona, Spain},
  language={english},
  day={28},
  month={September},
  year={2016}
}

@inproceedings{homburg2016interpreting,
  title={Interpreting Heterogeneous Geospatial Data Using Semantic Web Technologies},
  author={Homburg, Timo and Prudhomme, Claire and W{\"u}rriehausen, Falk and Karmacharya, Ashish and Boochs, Frank and Roxin, Ana and Cruz, Christophe},
  booktitle={International Conference on Computational Science and Its Applications},
  pages={240--255},
  day={6},
  month={July},
  year={2016},
  chapter={19},
  isbn={978-3-319-42110-0},
  issn={0302-9743},
  lccn={2016944355},
  abstract={The paper presents work on implementation of semantic technologies within a geospatial environment to provide a common base for further semantic interpretation. The work adds on the current works in similar areas where priorities are more on spatial data integration. We assert that having a common unified semantic view on heterogeneous datasets provides a dimension that allows us to extend beyond conventional concepts of searchability, reusability, composability and interoperability of digital geospatial data. It provides contextual understanding on geodata that will enhance effective interpretations through possible reasoning capabilities. We highlight this through use cases in disaster management and planned land use that are significantly different. This paper illustrates the work that firstly follows existing Semantic Web standards when dealing with vector geodata and secondly extends current standards when dealing with raster geodata and more advanced geospatial operations.},
  doi={10.1007/978-3-319-42111-7},
  url = {https://link.springer.com/chapter/10.1007/978-3-319-42111-7_19},
  editor={Gervasi, Osvaldo and Murgante, Beniamino and Misra, Sanjay and Rocha, Ana Maria A.C.  and Torre, Carmelo M. and Taniar, David and Apduhan, Bernady O. and Stankova, Elena and Wang, Shangguang},
  address = {Beijing, China},
  language={english},
  organization={Springer International Publishing}
}

@inproceedings{homburg2016word,
  title={Word Segmentation for Akkadian Cuneiform},
  author={Homburg, Timo and Chiarcos, Christian},
  booktitle = {Proceedings of the Tenth International Conference on Language Resources and Evaluation (LREC 2016)},
  location = {Portorož, Slovenia},
  address = {Paris, France},
  publisher = {European Language Resources Association (ELRA)},
  abstract={We present experiments on word segmentation for Akkadian cuneiform, an ancient writing system and a language used for about 3 millennia in the ancient Near East. To our best knowledge, this is the first study of this kind applied to either the Akkadian language or the cuneiform writing system. As a logosyllabic writing system, cuneiform structurally resembles Eastern Asian writing systems, so, we employ word segmentation algorithms originally developed for Chinese and Japanese. We describe results of rule-based algorithms, dictionary-based algorithms, statistical and machine learning approaches. Our results may indicate possible promising steps in cuneiform word segmentation that can create and improve natural language processing in this area.},
  isbn={978-2-9517408-9-1},
  url={http://www.lrec-conf.org/proceedings/lrec2016/pdf/816_Paper.pdf},
  editor={Calzolari, Nicoletta and Choukri, Khalid and Declerck, Thierry and Goggi,Sara  and Grobelnik,Marko and Maegaard,Bente and Mariani,Joseph and  Mazo,Hélène and Moreno,Asunción and Odijk,Jan and Piperidis,Stelios},
  language = {english},
  month = {May},
  day = {27},
  date = {23-28},
  year={2016}
}

@mastersthesis{homburg2015verfahren,
  title={Verfahren zur Wortsegmentierung nichtalphabetischer Schriften},
  author={Homburg, Timo},
  day={18},
  month={March},
  year={2015},
  language={german},
  abstract={Digital Humanities nowadays gain more and more importance in analyzing texts in new and interesting ways. At the same time, Digital Humanities become recognized by more and more faculties. One example of the application of the Digital Humanities and of computer linguistics can be found in the field of Archaeology. For archaeologists, a decent way of language processing of ancient texts is essential to their work. Many artifacts from ancient civilizations are in need of a textual analysis. Yet many of them have not been analyzed because of a lack of time and human resources or a lack of an automated assisting process for textual analysis. Optimizing the natural language processing chain for an archaeologist can therefore benefit this whole area of expertise. However, in order to analyze texts using a computer, texts have to be broken down to smallest analyzable units, so-called tokens e.g. words. While this has proven to be an easy task to do in European languages like German, French or English (words are usually separated by whitespaces), in non-alphabetic languages like Chinese, Japanese or Korean, word segmentation is a big initial obstacle in analyzing text using a computer. Words in those lan- guages are not clearly separated by distinctive stop chars such as whitespaces. To deal with this obstacle, rulebased, dictionarybased and statistical approaches have been developed for the Chinese and Japanese language. However, to this date no such approaches are known for other nonalphabetic-languages like cuneiform oder Egyptian Hieroglyphs. This Master Thesis applies Chinese and Japanese word segmentation algorithms on the Akkadian language, an ancient language from Mesopotamia written in cuneiform and provides fundamental research in this area. At first, fundamen- tal differences and similarities between Chinese/Japanese and the Akkadian language will be discussed and a model of classification will be introduced. Subsequently, a selection of upto 20 suitable segmentation algorithms adapted from Chinese and Japanese is presented and applied using data from three different epochs of Akkadian history to guarantee representative results. The performance of the algorithms is evaluated afterwards using several evaluation metrics and interpreted to propose further improvements for the segmentation of Akkadian and other related languages.},
  address = {Frankfurt, Germany},
  note={Valedictorian Award Computer Science Master of Science},
  school={Institut f{\"u}r Informatik, Goethe Universit{\"a}t Frankfurt}
}

@misc{homburg2015segmentierung,
  title={Verfahren zur Wortsegmentierung nicht-alphabetischer Schriften},
  author={Homburg, Timo},
  address = {Berlin, Germany},
  publisher = {DH Summit 2015},
  url={https://de.dariah.eu/documents/61689/82910/46_dhaward.pdf/82a466e7-436c-4637-b076-d05171ebd90f},
  note={DARIAH-DE Digital Humanities Award 2015},
  language={german},
  day={3},
  month={March},
  year={2015}
}

@misc{homburg2015learning,
  title={Learning Cuneiform The Modern Way},
  author={Homburg, Timo and Chiarcos, Christian and Richter, Thomas and Wicke, Dirk},
  address = {Graz, Austria},
  publisher = {DHd 2015},
  abstract={Using a poster we
want to propose methods of conveniently typing and learning cuneiform char-
acters, words and phrases for the Akkadian, Sumerian and Hittite language
using input method engines common in Asian languages and by utilising Anki,
a common tool for flash card learning.
Up until this date there is no free and convenient way of typing Unicode cuneiform
characters other than utilizing the Unicode code tables directly. Online dictio-
naries often provide images of cuneiform characters, refer to specific font speci-
fications or do not provide a cuneiform representation at all. More often just a
transliteration or transcription as a valid representation is provided and contrary
to common scientific needs often the only aspect taught in archaelology studies
in universities. Clearly, none of those practices are satisfying or easily adaptable
for text processing and therefore not useful for computeraided teaching methods.
However, an input method engine can act as a suitable tool for solving the men-
tioned input and compatibility problems while at the same time being useful for
education and language learning purposes.
The input method we developed is based on the concept of transliteration input
known from Chinese as Pinyin input, the most common way of typing non-
alphabetical languages on a computer. To achieve an equivalent input for the
aforementioned languages we utilised a given char transliteration to cuneiform
table1 to create transliteration to cuneiform mappings of Akkadian, Sumerian
and Hittite CDLI corpora respectively. Organised as a tree, thus minimising la-
tency, word and charbased input method engines were created for Java (JIME) ,
JQuery, SCIM and Ibus, thereby covering the most important input method
engines on Linux, Web and Java environments.
We furthermore utilized the given data to create flash card sets consisting of
more than 50000 words for the Anki and AnkiDroid7 flash card learning pro-
gram. Anki schedules learning content according to a spaced repetition learning
method having proven its positive learning effect over a longer period of time to
maximize learning success.
Given the two provided concepts teachers can now easily create their own flash
cards according to the pace and content of their lectures. Students may enjoy
a convenient and scientifically proven way of learning cuneiform vocabulary, as
well as a way to prove their learning by utilizing the input method engine to
create their own cuneiform texts. In conclusion, a notable improvement in writ-
ing and in learning the concerned languages has been realisised and is in general
perceived well.},
  booktitle = {Extended Abstract Digital Humanities im deutschsprachigen Raum (DHd 2015)},
  url={http://gams.uni-graz.at/o:dhd2015.p.55},
  language={german},
  day={25},
  month={February},
  year={2015}
}

@inproceedings{homburg2014towards,
  title={Towards workflow planning based on semantic eligibility},
  author={Homburg, Timo and Schumacher, Pol and Minor, Mirjam},
  abstract={A major problem in the research for new artificial intelligence methods for workflows is the evaluation. There is a lack of large evaluation corpora. Existing methods manually model workflows or use workflow extraction to automatically extract workflows from text. Both existing approaches have limitations. The manual modeling of workflows requires a lot of human effort and it would be expensive to create a large test corpus. Workflow extraction is limited by the number of existing textual process descriptions and it is not guaranteed that the workflows are semantically correct. In this paper we suggest to set up a planning domain and apply a planner to create a large number of valid plans. Workflows can be derived from plans. The planner uses a semantic eligibility function to determine whether an operator can be applied to a resource or not. We present a first concept and a prototype implementation in the cooking workflow domain.},
  language={english},
  url={http://wi.cs.uni-frankfurt.de/webdav/publications/puk2014.pdf},
  booktitle={The 37th German Conference on Artificial Intelligence},
  address = {Stuttgart, Germany},
  day={23},
  month={September},
  year={2014}
}

@article{asirwikinect2013,
  title={WikiNect: Gestisches Schreiben f{\"u}r kinetische Museumswikis},
  author={Asir, A and Creech, B and Homburg, Timo and Hoxha, N and R{\"o}hrl, B and Stender, N and Uslu, T and Wiegand, T and Kastrati, L and Valipour, S and others},
  address = {Frankfurt, Germany},
  url={https://hucompute.org/applications/wikinect/},
  school={Institut f{\"u}r Informatik, Goethe Universit{\"a}t Frankfurt},
  year={2013}
}

@bachelorsthesis{homburg2012entwicklung,
  title={Entwicklung einer Androidanwendung zur Zustandsanzeige von Messstationen des Deutschen Wetterdienstes},
  author={Homburg, Timo},
  month={February},
  year={2012},
  language={german},
  address = {Wiesbaden, Germany},
  abstract={This Bachelor thesis describes the development of an Android based mobile application to monitor states of weather monitoring stations for the use of radioactive measurements in the «German National Metrological Service» (DWD). The use case of the application is the scenario of supporting services via mobile phone, which are on duty 24hours. In case of occuring status anomalies, the application should notify the user about the cause of the anomaly and the overall situation in the data collection network.},
  url={https://hds.hebis.de/hsrm/Record/HEB305977989},
  note={Valedictorian Award Computer Science Bachelor of Science},
  school={Hochschule RheinMain}
}

license: MIT

license_type: permissive

branch_name: refs/heads/master


text:
@InProceedings{daniely11a,
  title = {Multiclass Learnability and the ERM principle},
  author = {Amit Daniely and Sivan Sabato and Shai Ben-David and Shai Shalev-Shwartz},
  pages = {207--232},
  abstract = {Multiclass learning is an area of growing practical relevance, for which thecurrently available theory is still far from providing satisfactoryunderstanding.  We study the learnability of multiclass prediction, and deriveupper and lower bounds on the sample complexity of multiclass hypothesisclasses in different learning models: batch/online, realizable/unrealizable,full information/bandit feedback.  Our analysis reveals a surprisingphenomenon: In the multiclass setting, in sharp contrast to binaryclassification, not all Empirical Risk Minimization (ERM) algorithms areequally successful. We show that there exist hypotheses classes for which someERM learners have lower sample complexity than others. Furthermore, there areclasses that are learnable by some ERM learners, while other ERM learner willfail to learn them. We propose a principle for designing good ERM learners, anduse this principle to prove tight bounds on the sample complexity of learning{\em symmetric} multiclass hypothesis classes (that is, classes that areinvariant under any permutation of label names). We demonstrate the relevanceof the theory by analyzing the sample complexity of two widely used hypothesisclasses: generalized linear multiclass models and reduction trees. We also obtainsome practically relevant conclusions.},
  pdf = {http://jmlr.org/proceedings/papers/v19/daniely11a/daniely11a.pdf},
}

repository: mreid/papersite

repo_name: mreid/papersite

gha_license_id: MIT

gha_language: TeX


text:
@InProceedings{furukawa:embc:2020,
  author    = {Furukawa, Ryo and Oka, Shiro and Kotachi, Takahiro and Okamoto, Yuki and Tanaka, Shinji and Sagawa, Ryusuke and Kawasaki, Hiroshi},
  title     = {Fully Auto-calibrated Active-stereo-based 3D Endoscopic System using Correspondence Estimation with Graph Convolutional Network},
  booktitle = {International Conference of the IEEE Engineering in Medicine and Biology Society},
  year      = {2020},
  address   = {Montreal (Quebec), Canada},
  month     = {July 20-July 24},
  url       = {https://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=9176417},
  keywords  = {Endoscopes, Three-dimensional displays, Instruments, Cameras, Feature extraction, Two dimensional displays, Shape},
  doi       = {10.1109/EMBC44109.2020.9176417},
  abstract  = {We have developed a series of 3D endoscopic systems where a micro-sized pattern projector is inserted through the instrument channel of the endoscope and shapes are reconstructed by a structured light technique using captured images of the endoscopic camera. One problem of the previous works is that the accuracy of shape reconstruction is low, because the projector cannot be fixed to the endoscope, and thus, the pose of the pattern projector w.r.t. the camera cannot be pre-calibrated. In this paper, we propose a method to auto-calibrate the pose of the projector without using any special devices nor manual process. Since the technique is one-shot, multiple shapes can be reconstructed from an image sequence and a large 3D scene can be recovered by merging them. Experiments are conducted using the real system.}
}


text:
%% This BibTeX bibliography file was created using BibDesk.
%% https://bibdesk.sourceforge.io/

%% Created for Rolando Nieves at 2019-08-02 17:36:35 -0400

%% Saved with string encoding Unicode (UTF-8)

@misc{keepaway-stone2006,
	Author = {Peter Stone and Gregory Kuhlmann and Matthew E. Taylor and Yaxin Liu},
	Date-Added = {2019-08-02 17:36:04 -0400},
	Date-Modified = {2019-08-02 17:36:04 -0400},
	Keywords = {robocup,reinforcement learning},
	Month = {October},
	Title = {Learning to Play Keepaway},
	Url = {http://www.cs.utexas.edu/~AustinVilla/sim/keepaway/},
	Year = {2005},
	Bdsk-Url-1 = {http://www.cs.utexas.edu/~AustinVilla/sim/keepaway/}}

@book{sutton2018reinforcement,
	Author = {Sutton, Richard S and Barto, Andrew G},
	Date-Added = {2019-08-02 17:32:51 -0400},
	Date-Modified = {2019-08-02 17:32:51 -0400},
	Publisher = {MIT press},
	Title = {Reinforcement learning: An introduction},
	Year = {2018}}

@inproceedings{van2016deep,
	Author = {Van Hasselt, Hado and Guez, Arthur and Silver, David},
	Booktitle = {Thirtieth AAAI conference on artificial intelligence},
	Date-Added = {2019-08-02 17:10:34 -0400},
	Date-Modified = {2019-08-02 17:10:34 -0400},
	Title = {Deep reinforcement learning with double q-learning},
	Year = {2016}}

@article{mnih2015human,
	Author = {Mnih, Volodymyr and Kavukcuoglu, Koray and Silver, David and Rusu, Andrei A and Veness, Joel and Bellemare, Marc G and Graves, Alex and Riedmiller, Martin and Fidjeland, Andreas K and Ostrovski, Georg and others},
	Date-Added = {2019-07-09 18:16:13 -0400},
	Date-Modified = {2019-07-09 18:16:13 -0400},
	Journal = {Nature},
	Number = {7540},
	Pages = {529},
	Publisher = {Nature Publishing Group},
	Title = {Human-level control through deep reinforcement learning},
	Volume = {518},
	Year = {2015}}

@url{keon2018,
	Date-Added = {2019-07-09 18:12:49 -0400},
	Date-Modified = {2019-07-09 18:14:04 -0400},
	Lastchecked = {2019-07-09},
	Month = {September},
	Title = {Minimal Deep Q-Learning implementations in Keras},
	Url = {https://github.com/keon/deep-q-learning},
	Year = {2018},
	Bdsk-Url-1 = {https://github.com/keon/deep-q-learning}}

@url{jkammerl2013,
	Date-Added = {2019-07-28 20:27:00 -0400},
	Month = {March},
	Title = {Bug Report #4 Against ROS image_transport_plugins},
	Url = {https://github.com/ros-perception/image_transport_plugins/issues/4},
	Year = {2013},
	Bdsk-Url-1 = {https://github.com/ros-perception/image_transport_plugins/issues/4}}

@webpage{choudhary2019,
	Author = {Ankit Choudhary},
	Date-Added = {2019-07-09 18:10:45 -0400},
	Date-Modified = {2019-07-09 18:12:17 -0400},
	Lastchecked = {2019-07-09},
	Month = {April},
	Title = {A Hands-On Introduction to Deep Q-Learning using OpenAI Gym in Python},
	Url = {https://www.analyticsvidhya.com/blog/2019/04/introduction-deep-q-learning-python/},
	Year = {2019},
	Bdsk-Url-1 = {https://www.analyticsvidhya.com/blog/2019/04/introduction-deep-q-learning-python/}}

@electronic{samindaa-rllib,
	Author = {Saminda Abeyruwan},
	Date-Added = {2019-07-08 13:16:57 -0400},
	Date-Modified = {2019-07-08 13:19:13 -0400},
	Keywords = {rllib,reinforcement learning,c++},
	Lastchecked = {2018-07-08},
	Month = {August},
	Title = {RLLib},
	Url = {https://github.com/samindaa/RLLib},
	Year = {2016},
	Bdsk-Url-1 = {https://github.com/samindaa/RLLib}}

@article{nissen2007large,
	Author = {Nissen, Steffen},
	Date-Added = {2019-07-08 13:14:46 -0400},
	Date-Modified = {2019-07-08 13:14:46 -0400},
	Journal = {Unpublished masters thesis, Department of Computer Science, University of Copenhagen, K{\o}benhavn, Denmark},
	Title = {Large scale reinforcement learning using q-sarsa ($\lambda$) and cascading neural networks},
	Year = {2007}}

repository: rjnieves/SwarmiesRL

repo_name: rjnieves/SwarmiesRL


text:
@book{Sav08,
    author    = "John E. Savage",
    title     = "Models of Computing: Exploring the Power of Computing",
    year      = "2008",
    publisher = "Brown University",
    howpublished = "\url{http://cs.brown.edu/~jes/book/}"
}

@misc{website:wikipedia,
      title = "Wikipedia: Complexity class",
      \url = "http://en.wikipedia.org/wiki/Complexity_class"
}

repository: glidder/practicas

repo_name: glidder/practicas


text:
# base recipe: meta/recipes-devtools/python/python3-smmap_2.0.5.bb
# base branch: warrior
# base commit: 1b15b02b119221791f564ea94987336fbf00ca2c

inherit setuptools3
require python-smmap.inc

repository: miraclelinux/meta-debian-extended

repo_name: miraclelinux/meta-debian-extended

branch_name: refs/heads/warrior

gha_language: BitBake

extension: bb


text:
@article{DBLP,
  author    = {Robin Manhaeve and Sebastijan Dumancic and Angelika Kimmig and Thomas Demeester and Luc De Raedt},
  title     = {DeepProbLog: Neural Probabilistic Logic Programming},
  journal   = {CoRR},
  volume    = {abs/1805.10872},
  year      = {2018},
  url       = {http://arxiv.org/abs/1805.10872},
  archivePrefix = {arXiv},
  eprint    = {1805.10872},
  timestamp = {Mon, 13 Aug 2018 16:46:18 +0200},
  biburl    = {https://dblp.org/rec/journals/corr/abs-1805-10872.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@article{kingma2014adam,
  title={Adam: A method for stochastic optimization},
  author={Kingma, Diederik P and Ba, Jimmy},
  journal={arXiv preprint arXiv:1412.6980},
  year={2014}
}

@article{Ismail_Ahmad_Che,
  title={Improving Convolutional Neural Network (CNN) architecture (miniVGGNet) with Batch Normalization and Learning Rate Decay Factor for Image Classification},
  volume={11},
  url={https://publisher.uthm.edu.my/ojs/index.php/ijie/article/view/4558},
  number={4},
  journal={International Journal of Integrated Engineering},
  author={Ismail, Asmida and Ahmad, Siti Anom and Che Soh, Azura and Hassan, Khair and Harith, Hazreen Haizi},
  year={2019},
  month={Sep.}
}

@misc{RPSLS-database,
  author = {Akshay Bahadur},
  title = {Rock - Paper - Scissors - Lizard - Spock},
  year = {2019},
  publisher = {GitHub},
  journal = {GitHub repository},
  url={akshaybahadur.com/post/rock-paper-scissors-lizard-spock}
}

@article{lr-decay,
author = {Ismail, Asmida and Ahmad, Siti and che soh, Azura and Hassan, Mohd Khair and Harith, Hazreen},
year = {2019},
month = {09},
pages = {},
title = {Improving Convolutional Neural Network (CNN) Architecture (miniVGGNet) with Batch Normalization and Learning Rate Decay Factor for Image Classification},
volume = {11},
journal = {International Journal of Integrated Engineering},
doi = {10.30880/ijie.2019.11.04.006}
}

@article{increase-batch,
  author    = {Samuel L. Smith and
               Pieter{-}Jan Kindermans and
               Quoc V. Le},
  title     = {Don't Decay the Learning Rate, Increase the Batch Size},
  journal   = {CoRR},
  volume    = {abs/1711.00489},
  year      = {2017},
  url       = {http://arxiv.org/abs/1711.00489},
  archivePrefix = {arXiv},
  eprint    = {1711.00489},
  timestamp = {Mon, 13 Aug 2018 16:46:33 +0200},
  biburl    = {https://dblp.org/rec/journals/corr/abs-1711-00489.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

repository: AytugAltin/ProblogRPSLS

repo_name: AytugAltin/ProblogRPSLS


text:
# Copyright (C) 2018 Nobuhiro Iwamatsu
# Released under the MIT license (see COPYING.MIT for the terms)

require recipes-kernel/linux/linux-yocto.inc

SRC_URI = "git://git.kernel.org/pub/scm/linux/kernel/git/stable/linux-stable.git;branch=linux-4.4.y"

SRCREV = "9c6cd3f3a4b8194e82fa927bc00028c7a505e3b3"
LINUX_VERSION ?= "4.4.159"
PV = "${LINUX_VERSION}"

repository: akiernan/meta-lts-kernel

repo_name: akiernan/meta-lts-kernel


text:
import Main from '@/views/Main.vue'

export const loginRouter = {
  path: '/login',
  name: 'login',
  meta: {
    title: 'Login - 登录'
  },
  component: (resolve) => require(['@/views/login/login.vue'], resolve)
}
export const mainRouter = {
  path: '/',
  name: 'mainRouter',
  redirect: '/home',
  component: Main,
  children: [
    {
      path: 'home',
      title: '主页',
      name: 'home',
      component: () => import('@/views/home/home.vue')
     }
  ]
}
export const appRouter = [
  {
    path: '/home',
    title: '首页',
    name: 'home_i',
    icon: 'home',
    istitle: true,
    component: Main,
    children: [
      { path: 'index', title: '主页', name: 'home_index', component: () => import('@/views/home/home.vue') }
    ]
  },
  {
    path: '/consult',
    title: '咨询列表',
    name: 'consult',
    component: Main,
    children: [
      { path: 'index', title:'咨询列表', name: 'consult_index', component: () => import('@/views/consult/consult.vue') }
    ]
  },
  {
    path: '/count',
    title: '数据统计',
    name: 'count',
    component: Main,
    children: [
      { path: 'index', title: '数据统计', name:'count_index', component: () => import('@/views/count/count.vue') }
    ]
  }
];

export const routers = [
  mainRouter,
  ...appRouter,
  loginRouter
]

repository: wushaof/admin-base

repo_name: wushaof/admin-base

extension: js


text:
/* eslint-disable @typescript-eslint/no-empty-function */
/* eslint-disable spaced-comment */
/* eslint-disable prettier/prettier */

// TODO we should write tests
function add() { } //FIXME add implementation
/**
 *
 * this should present
 */

repository: benlenarts/github-action-todo-commenter

repo_name: benlenarts/github-action-todo-commenter


text:
SUMMARY = "A terminal emulator with a custom virtual keyboard"
LICENSE = "GPL-2.0"
LIC_FILES_CHKSUM = "file://COPYING;md5=b234ee4d69f5fce4486a80fdaf4a4263"

PV = "1.0.3+gitr${SRCPV}"
SRCREV = "ec5794a31b837b4f8202a1768e5ada3966db9570"

DEPENDS = "qtbase qtdeclarative"

SRC_URI = " \
    ${WEBOS_PORTS_GIT_REPO_COMPLETE} \
    file://appinfo.json \
"
S = "${WORKDIR}/git"

inherit webos_ports_fork_repo
inherit webos_filesystem_paths
inherit qmake5

do_install() {
    install -d ${D}${webos_applicationsdir}/fingerterm

    install -m 0644 ${WORKDIR}/appinfo.json ${D}${webos_applicationsdir}/fingerterm/
    install -m 0755 ${WORKDIR}/build/fingerterm ${D}${webos_applicationsdir}/fingerterm/
    install -m 0644 ${S}/fingerterm.png ${D}${webos_applicationsdir}/fingerterm/icon.png

    # Always provide same version as we have in our recipe
    sed -i -e s:__VERSION__:${PV}:g ${D}${webos_applicationsdir}/fingerterm/appinfo.json
}

FILES_${PN}-dbg += "${webos_applicationsdir}/fingerterm/.debug"
FILES_${PN} += "${webos_applicationsdir}"

repository: Andolamin/meta-webos-ports

repo_name: Andolamin/meta-webos-ports


text:
@article{2008Ap&SS.313..293K,
 adsnote = {Provided by the SAO/NASA Astrophysics Data System},
 adsurl = {http://adsabs.harvard.edu/abs/2008Ap%26SS.313..293K},
 author = {Kuno, N. and Hirota, A. and Tosaki, T. and Miura, R.
},
 doi = {10.1007/s10509-007-9620-7},
 journal = {\apss},
 keywords = {Galaxies, Star formation, Molecular clouds},
 month = {January},
 pages = {293-296},
 title = {Observations of molecular clouds in nearby galaxies with ALMA},
 volume = {313},
 year = {2008}
}

repository: miurare/academic-kickstart

repo_name: miurare/academic-kickstart


text:
/**
 * Created by galen on 2016/12/29.
 */

export default state = {
  currentThreadID: null,
  threads: {
    // id: {
    //   id, name, messages: [...ids], lastMessage}
    // }
  },
  messages: {
    // id: {
    //   id, threadId, threadName, authorName, text, timestamp, isRead
    // }
  }
}

repository: galensheen/chat

repo_name: galensheen/chat


text:
SECTION = "devel/chicken"
DESCRIPTION = "Typed variants of various record-definition macros"
LICENSE = "BSD"
LIC_FILES_CHKSUM = "file://typed-records.meta;md5=71611f6aed4e10f948f9a9e64957bf71"
DEPENDS_append_class-cross = " chicken-egg-defstruct-cross chicken-egg-type-stubs-cross"
DEPENDS_append_class-crosssdk = " chicken-egg-defstruct-crosssdk chicken-egg-type-stubs-crosssdk"
DEPENDS_append_class-nativesdk = " nativesdk-chicken-egg-defstruct nativesdk-chicken-egg-type-stubs chicken-egg-defstruct-crosssdk chicken-egg-type-stubs-crosssdk"
DEPENDS = " chicken-egg-defstruct chicken-egg-type-stubs chicken-egg-defstruct-cross chicken-egg-type-stubs-cross"
RDEPENDS_${PN} = " chicken-egg-defstruct chicken-egg-type-stubs"

SRC_URI = "http://code.call-cc.org/egg-tarballs/4/typed-records/typed-records-${PV}.tar.gz"

SRC_URI[md5sum] = "e8d1ff98139faf04e0bc43939893e0aa"
SRC_URI[sha256sum] = "252cd15114128f682aac2f29005071fa42c188c4166660be1fb0b4c074d40e05"

S = "${WORKDIR}/typed-records-${PV}"

inherit chicken_install

BBCLASSEXTEND = "cross crosssdk nativesdk"

repository: OSSystems/meta-chicken

repo_name: OSSystems/meta-chicken


text:
@InBook{Workflow-book,
  pages     = {462-471},
  title     = {Workflows for e-Science},
  publisher = {Springer},
  year      = {2006},
  author    = {Ian Taylor and Ewa Deelman and Dennis Gannon and Matthew Shields},
  owner     = {S17-IR-2022},
}

@Misc{Austrian-grid,
  title        = {Austrian-Grid-Project},
  howpublished = {Web Page},
  note         = {Accessed: 2017-3-20},
  key          = {Grid-List},
  owner        = {S17-IR-2022},
  url          = {http://austriangrid.at},
}

@InBook{RMBDP-Book,
  pages     = {49-50},
  title     = {Resource Management for Big Data Platforms},
  publisher = {Springer Nature},
  year      = {2016},
  editor    = {Florin Pop and Joanna Kolodziej and Beniamino DiMartino},
  owner     = {S17-IR-2022},
}

@InProceedings{ASKALON-Big-data-project,
  author    = {Gabriela Morar and Felix Schuller and Simon Ostermann and Radu Prodan and Georg Mayr},
  title     = {Meteorological simulations in the Cloud with the ASKALON environment},
  booktitle = {Euro-Par 2012 Parallel Processing Workshops},
  year      = {2012},
  volume    = {7640},
  owner     = {S17-IR-2022},
  url       = {https://link.springer.com/chapter/10.1007/978-3-642-36949-0_9?CFID=916124568&CFTOKEN=29254584},
}

@InProceedings{Gridbus,
  author    = {Rajkumar Buyya and Srikumar Venugopal},
  title     = {Gridbus Technologies},
  booktitle = {The Gridbus toolkit for Service Oriented Grid and Utility Computing},
  year      = {2004},
  url       = {http://www.cloudbus.org/papers/gridbus2004.pdf},
  owner     = {S17-IR-2022},
}

@Misc{Unicore,
  Title        = {Unicore Technologies},
  Key          = {Unicore-technology-list},
  HowPublished = {Web Page},
  Note         = {Accessed: 2017-3-20},
  Url          = {http://www.springer.com/gp/computer-science/lncs},
  Owner        = {S17-IR-2022},
}

@Misc{DAGMan,
  Title        = {DAGMan-manager},
  Key          = {DAG-manager-list},
  HowPublished = {Web Page},
  Note         = {Accessed: 2017-3-19},
  Url          = {http://www.cs.wisc.edu/condor/dagman},
  Owner        = {S17-IR-2022},
}


text:
@article{harris2018forecasting,
 author = {Harris, David J and Taylor, Shawn D and White, Ethan P},
 journal = {PeerJ},
 pages = {e4278},
 publisher = {PeerJ Inc.},
 title = {Forecasting biodiversity in breeding birds using best practices},
 volume = {6},
 year = {2018}
}

repository: weecology/website

repo_name: weecology/website


text:
/**
 * Created by Fredrick on 1/26/2017.
 */

/*
 *  Version 0.9
 *
 * This code is written by TrioPoint Solutions
 * You may only use APIs inferred to in here with permission from TrioPoint Solutions,
 * otherwise the code is yours if you understand it -:)
 *
 * This code is responsible for adding and getting messages from the server.
 * The code is heavy and leads to huge traffic between the server and the browser, it is browser intensive
  * for this reason it is classified by TrioPoint as Dirty-Code
  * further improvements will be made to this code to lighten it.
 *
 */

$(function(){

    //initialize form
    var form = $("#chatAddMessageForm");

    // process the form
    form.submit(function(event) {

        var url = form.attr("action");

        // get the form data
        // there are many ways to get this data using jQuery (you can use the class or id also)

        var message    =     $('textarea[name=chatNewMessage]').val();

        if(message === ''){
            // alert("Message Field cannot be empty");

            toastr["error"]("Message field cannot be empty");

            toastr.options = {
                "closeButton": true,
                "debug": false,
                "newestOnTop": true,
                "progressBar": true,
                "positionClass": "toast-top-right",
                "preventDuplicates": false,
                "onclick": null,
                "showDuration": "2000",
                "hideDuration": "1000",
                "timeOut": "5000",
                "extendedTimeOut": "1000",
                "showEasing": "swing",
                "hideEasing": "linear",
                "showMethod": "fadeIn",
                "hideMethod": "fadeOut"
            };

        }else{
            var formData = {
                'message'          :       message
            };

            // console.log(formData);

            // process the form
            $.ajax({
                type        : 'POST', // define the type of HTTP verb we want to use (POST for our form)
                url         : url, // the url where we want to POST
                data        : formData, // our data object
                dataType    : 'json', // what type of data do we expect back from the server
                encode      : true

            })
            // using the done promise callback

                .done(function(data) {
                    $('textarea[name=chatNewMessage]').val("");

                    chatGetMessagesAfterSend();
                    // log data to the console so we can see
                    // console.log(data.data);

                    $(data.data).each(function(key,value){

                        if(value.response === true){

                            // toastr["success"]("Message sent!");

                            // toastr.options = {
                            //     "closeButton": true,
                            //     "debug": false,
                            //     "newestOnTop": true,
                            //     "progressBar": true,
                            //     "positionClass": "toast-top-right",
                            //     "preventDuplicates": false,
                            //     "onclick": null,
                            //     "showDuration": "2000",
                            //     "hideDuration": "1000",
                            //     "timeOut": "5000",
                            //     "extendedTimeOut": "1000",
                            //     "showEasing": "swing",
                            //     "hideEasing": "linear",
                            //     "showMethod": "fadeIn",
                            //     "hideMethod": "fadeOut"
                            // };

                        }else{

                            toastr["error"]("Message not sent!");

                            toastr.options = {
                                "closeButton": true,
                                "debug": false,
                                "newestOnTop": true,
                                "progressBar": true,
                                "positionClass": "toast-top-right",
                                "preventDuplicates": false,
                                "onclick": null,
                                "showDuration": "1500",
                                "hideDuration": "1000",
                                "timeOut": "5000",
                                "extendedTimeOut": "1000",
                                "showEasing": "swing",
                                "hideEasing": "linear",
                                "showMethod": "fadeIn",
                                "hideMethod": "fadeOut"
                            }

                        }

                    });
                    // here we will handle errors and validation messages
                })

                .fail(function() {

                    // here we will handle errors and validation messages

                    toastr["warning"]("Error sending message");

                    toastr.options = {
                        "closeButton": true,
                        "debug": false,
                        "newestOnTop": true,
                        "progressBar": true,
                        "positionClass": "toast-top-right",
                        "preventDuplicates": false,
                        "onclick": null,
                        "showDuration": "2000",
                        "hideDuration": "1000",
                        "timeOut": "5000",
                        "extendedTimeOut": "1000",
                        "showEasing": "swing",
                        "hideEasing": "linear",
                        "showMethod": "fadeIn",
                        "hideMethod": "fadeOut"
                    };

                });
        }

        // stop the form from submitting the normal way and refreshing the page
        event.preventDefault();
    });
});

repository: biletnam/ticko

repo_name: biletnam/ticko


text:
# Cap'n Proto CMake Package Configuration
#
# When configured and installed, this file enables client projects to find Cap'n Proto using
# CMake's find_package() command. It adds imported targets in the CapnProto:: namespace, such as
# CapnProto::kj, CapnProto::capnp, etc. (one target for each file in pkgconfig/*.pc.in), defines
# the capnp_generate_cpp() function, and exposes some variables for compatibility with the original
# FindCapnProto.cmake module.
#
# Example usage:
#   find_package(CapnProto)
#   capnp_generate_cpp(CAPNP_SRCS CAPNP_HDRS schema.capnp)
#   add_executable(foo main.cpp ${CAPNP_SRCS})
#   target_link_libraries(foo PRIVATE CapnProto::capnp)
#   target_include_directories(foo PRIVATE ${CMAKE_CURRENT_BINARY_DIR})
#
# If you are using RPC features, use 'CapnProto::capnp-rpc' in the target_link_libraries() call.
#
# Paths to `capnp` and `capnpc-c++` are exposed in the following variables:
#   CAPNP_EXECUTABLE
#       Path to the `capnp` tool (can be set to override).
#   CAPNPC_CXX_EXECUTABLE
#       Path to the `capnpc-c++` tool (can be set to override).
#
# For FindCapnProto.cmake compatibility, the following variables are also provided. Please prefer
# using the imported targets in new CMake code.
#   CAPNP_INCLUDE_DIRS
#       Include directories for the library's headers.
#   CANP_LIBRARIES
#       The Cap'n Proto library paths.
#   CAPNP_LIBRARIES_LITE
#       Paths to only the 'lite' libraries.
#   CAPNP_DEFINITIONS
#       Compiler definitions required for building with the library.
#   CAPNP_FOUND
#       Set if the libraries have been located (prefer using CapnProto_FOUND in new code).
#
@PACKAGE_INIT@

set(CapnProto_VERSION @VERSION@)

set(CAPNP_EXECUTABLE $<TARGET_FILE:CapnProto::capnp_tool>
    CACHE FILEPATH "Location of capnp executable")
set(CAPNPC_CXX_EXECUTABLE $<TARGET_FILE:CapnProto::capnpc_cpp>
    CACHE FILEPATH "Location of capnpc-c++ executable")
set(CAPNP_INCLUDE_DIRECTORY "@PACKAGE_CMAKE_INSTALL_FULL_INCLUDEDIR@")

# work around http://public.kitware.com/Bug/view.php?id=15258
if(NOT _IMPORT_PREFIX)
  set(_IMPORT_PREFIX ${PACKAGE_PREFIX_DIR})
endif()

if (@WITH_OPENSSL@) # WITH_OPENSSL
  include(CMakeFindDependencyMacro)
  if (CMAKE_VERSION VERSION_LESS 3.9)
    # find_dependency() did not support COMPONENTS until CMake 3.9
    #
    # in practice, this call can be erroneous
    # if the user has only libcrypto installed, but not libssl
    find_dependency(OpenSSL)
  else()
    find_dependency(OpenSSL COMPONENTS Crypto SSL)
  endif()
endif()

if (@WITH_ZLIB@) # WITH_ZLIB
  include(CMakeFindDependencyMacro)
  find_dependency(ZLIB)
endif()

if (@_WITH_LIBUCONTEXT@) # _WITH_LIBUCONTEXT
  set(forwarded_config_flags)
  if(CapnProto_FIND_QUIETLY)
    list(APPEND forwarded_config_flags QUIET)
  endif()
  if(CapnProto_FIND_REQUIRED)
    list(APPEND forwarded_config_flags REQUIRED)
  endif()
  # If the consuming project called find_package(CapnProto) with the QUIET or REQUIRED flags, forward
  # them to calls to find_package(PkgConfig) and pkg_check_modules(). Note that find_dependency()
  # would do this for us in the former case, but there is no such forwarding wrapper for
  # pkg_check_modules().

  find_package(PkgConfig ${forwarded_config_flags})
  if(NOT ${PkgConfig_FOUND})
    # If we're here, the REQUIRED flag must not have been passed, else we would have had a fatal
    # error. Nevertheless, a diagnostic for this case is probably nice.
    if(NOT CapnProto_FIND_QUIETLY)
      message(WARNING "pkg-config cannot be found")
    endif()
    set(CapnProto_FOUND OFF)
    return()
  endif()

  if (CMAKE_VERSION VERSION_LESS 3.6)
    # CMake >= 3.6 required due to the use of IMPORTED_TARGET
    message(SEND_ERROR "libucontext support requires CMake >= 3.6.")
  endif()

  pkg_check_modules(libucontext IMPORTED_TARGET ${forwarded_config_flags} libucontext)
endif()

include("${CMAKE_CURRENT_LIST_DIR}/CapnProtoTargets.cmake")
include("${CMAKE_CURRENT_LIST_DIR}/CapnProtoMacros.cmake")

# FindCapnProto.cmake provides dependency information via several CAPNP_-prefixed variables. New
# code should not rely on these variables, but prefer linking directly to the imported targets we
# now provide. However, we should still set these variables to ease the transition for projects
# which currently depend on the find-module.

set(CAPNP_INCLUDE_DIRS ${CAPNP_INCLUDE_DIRECTORY})

# No need to list all libraries, just the leaves of the dependency tree.
set(CAPNP_LIBRARIES_LITE CapnProto::capnp)
set(CAPNP_LIBRARIES CapnProto::capnp-rpc CapnProto::capnp-json
                    CapnProto::kj-http)

set(CAPNP_DEFINITIONS)
if(TARGET CapnProto::capnp AND NOT TARGET CapnProto::capnp-rpc)
  set(CAPNP_DEFINITIONS -DCAPNP_LITE)
endif()

set(CAPNP_FOUND ${CapnProto_FOUND})

repository: capnproto/capnproto

repo_name: capnproto/capnproto

gha_license_id: NOASSERTION

extension: in


text:
@article{cong2018best,
  title={Best-effort FPGA programming: A few steps can go a long way},
  author={Cong, Jason and Fang, Zhenman and Hao, Yuchen and Wei, Peng and Yu, Cody Hao and Zhang, Chen and Zhou, Peipei},
  journal={arXiv preprint arXiv:1807.01340},
  year={2018}
}


text:
@inproceedings{rahimi2008random,
  title={Random Features for Large-scale Kernel Machines},
  author={Rahimi, Ali and Recht, Benjamin},
  booktitle={Proceedings of the Advances in Neural Information Processing Systems},
  pages={1177--1184},
  year={2008}
}

@inproceedings{feng2015random,
  title={Random Feature Mapping with Signed Circulant Matrix Projection},
  author={Feng, Chang and Hu, Qinghua and Liao, Shizhong},
  booktitle={Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence},
  year={2015}
}

@inproceedings{kar2012random,
  title={Random Feature Maps for Dot Product Kernel},
  author={Kar, Purushottam and Karnick, Harish},
  booktitle={Proceedings of the Artificial Inteligence and Statistics},
  pages={583--591},
  year={2012}
}

@inproceedings{pham2013fast,
  title={Fast and Scalable Polynomial Kernels via Explicit Feature Maps},
  author={Pham, Ninh and Pagh, Rasmus},
  booktitle={Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining},
  pages={239--247},
  year={2013},
  organization={ACM}
}

@inproceedings{atarashi2019random,
  title={Random Feature Maps for the Itemset Kernel},
  author={Atarashi, Kyohei and Subhransu, Maji and Oyama, Satoshi},
  booktitle={Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence},
  year={2019},
}

@inproceedings{maji2009max,
  title={Max-margin Additive Classifiers for Detection},
  author={Maji, Subhransu and Berg, Alexander C},
  booktitle={Proceedings of the IEEE International Conference on Computer Vision},
  pages={40--47},
  year={2009},
  organization={IEEE}
}

@article{chang2008coordinate,
  title={Coordinate descent method for large-scale l2-loss linear support vector machines},
  author={Chang, Kai-Wei and Hsieh, Cho-Jui and Lin, Chih-Jen},
  journal={Journal of Machine Learning Research},
  volume={9},
  number={Jul},
  pages={1369--1398},
  year={2008}
}

@article{duchi2011adaptive,
  title={Adaptive subgradient methods for online learning and stochastic optimization},
  author={Duchi, John and Hazan, Elad and Singer, Yoram},
  journal={Journal of Machine Learning Research},
  volume={12},
  number={Jul},
  pages={2121--2159},
  year={2011}
}

@article{shalev2013stochastic,
  title={Stochastic dual coordinate ascent methods for regularized loss minimization},
  author={Shalev-Shwartz, Shai and Zhang, Tong},
  journal={Journal of Machine Learning Research},
  volume={14},
  number={Feb},
  pages={567--599},
  year={2013}
}

@inproceedings{kingma2014adam,
  title={Adam: A method for stochastic optimization},
  author={Kingma, Diederik P and Ba, Jimmy},
  booktitle={Proceedings of the International Conference on Learning Representations},
  year={2015}
}

@article{tropp2011improved,
  title={Improved analysis of the subsampled randomized Hadamard transform},
  author={Tropp, Joel A},
  journal={Advances in Adaptive Data Analysis},
  volume={3},
  number={01n02},
  pages={115--126},
  year={2011},
  publisher={World Scientific}
}

@inproceedings{le2013fastfood,
  title={Fastfood-approximating kernel expansions in loglinear time},
  author={Le, Quoc and Sarl{\'o}s, Tam{\'a}s and Smola, Alex},
  booktitle={Proceedings of the International Conference on Machine Learning},
  volume={85},
  year={2013}
}

@inproceedings{hamid2014compact,
  title={Compact random feature maps},
  author={Hamid, Raffay and Xiao, Ying and Gittens, Alex and DeCoste, Dennis},
  booktitle={Proceedings of the International Conference on Machine Learning},
  pages={19--27},
  year={2014}
}

@inproceedings{li2006very,
  title={Very sparse random projections},
  author={Li, Ping and Hastie, Trevor J and Church, Kenneth W},
  booktitle={Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining},
  pages={287--296},
  year={2006},
  organization={ACM}
}

@inproceedings{yu2016orthogonal,
  title={Orthogonal random features},
  author={Yu, Felix Xinnan X and Suresh, Ananda Theertha and Choromanski, Krzysztof M and Holtmann-Rice, Daniel N and Kumar, Sanjiv},
  booktitle={Proceedings of the Advances in Neural Information Processing Systems},
  pages={1975--1983},
  year={2016}
}

@incollection{bottou2010large,
  title={Large-scale machine learning with stochastic gradient descent},
  author={Bottou, L{\'e}on},
  booktitle={Proceedings of COMPSTAT'2010},
  pages={177--186},
  year={2010},
  publisher={Springer}
}

@incollection{bottou2012stochastic,
  title={Stochastic gradient descent tricks},
  author={Bottou, L{\'e}on},
  booktitle={Neural Networks: Tricks of the Trade},
  pages={421--436},
  year={2012},
  publisher={Springer}
}

@inproceedings{defazio2014saga,
  title={SAGA: A fast incremental gradient method with support for non-strongly convex composite objectives},
  author={Defazio, Aaron and Bach, Francis and Lacoste-Julien, Simon},
  booktitle={Advances in Neural Information Processing Systems},
  pages={1646--1654},
  year={2014}
}

@article{schmidt2017minimizing,
  title={Minimizing finite sums with the stochastic average gradient},
  author={Schmidt, Mark and Le Roux, Nicolas and Bach, Francis},
  journal={Mathematical Programming},
  volume={162},
  number={1-2},
  pages={83--112},
  year={2017},
  publisher={Springer}
}

@inproceedings{sinha2016learning,
  title={Learning kernels with random features},
  author={Sinha, Aman and Duchi, John C},
  booktitle={Advances in Neural Information Processing Systems},
  pages={1298--1306},
  year={2016}
}

@inproceedings{charikar2002finding,
  title={Finding frequent items in data streams},
  author={Charikar, Moses and Chen, Kevin and Farach-Colton, Martin},
  booktitle={International Colloquium on Automata, Languages, and Programming},
  pages={693--703},
  year={2002},
  organization={Springer}
}

@inproceedings{dai2014scalable,
  title={Scalable kernel methods via doubly stochastic gradients},
  author={Dai, Bo and Xie, Bo and He, Niao and Liang, Yingyu and Raj, Anant and Balcan, Maria-Florina F and Song, Le},
  booktitle={Advances in Neural Information Processing Systems},
  pages={3041--3049},
  year={2014}
}

@article{weinberger2009feature,
  title={Feature hashing for large scale multitask learning},
  author={Weinberger, Kilian and Dasgupta, Anirban and Attenberg, Josh and Langford, John and Smola, Alex},
  journal={arXiv preprint arXiv:0902.2206},
  year={2009}
}

repository: neonnnnn/pyrfm

repo_name: neonnnnn/pyrfm

gha_language: C