text:
@incollection{invited_14,
  author = {S. H. Bryngelson},
  note = {University of California, San Diego},
  publisher = {Fluid Mechanics, Combustion, \& Engineering Physics Seminar Series},
  year = {2021},
  keywords = "invited",
}

@incollection{invited_13,
  author = {S. H. Bryngelson},
  note = {California Institute of Technology},
  publisher = {Mechanical and Civil Engineering Seminar Series},
  year = {2021},
  keywords = "invited",
}

@incollection{invited_12,
  author = {S. H. Bryngelson},
  note = {Georgia Institute of Technology},
  publisher = {Computational Science \& Engineering Seminar Series},
  year = {2020},
  keywords = "invited",
}

@incollection{invited_11,
  author = {S. H. Bryngelson},
  note = {University of Washington},
  publisher = {Mechanical Engineering Seminar Series},
  year = {2019},
  keywords = "invited",
}

@incollection{invited_10,
  author = {S. H. Bryngelson},
  note = {University of Michigan-Ann Arbor},
  publisher = {Mechanical Engineering Seminar Series},
  year = {2019},
  keywords = "invited",
}

@incollection{invited_9,
  author = {S. H. Bryngelson},
  note = {Massachusetts Institute of Technology},
  publisher = {Mechanical Engineering},
  year = {2019},
  keywords = "invited",
}

@incollection{invited_8,
  author = {S. H. Bryngelson},
  note = {University of Vermont},
  publisher = {Mechanical Engineering Seminar Series},
  year = {2019},
  keywords = "invited",
}

@incollection{invited_7,
  author = {S. H. Bryngelson},
  note = {University of Utah},
  publisher = {Mechanical Engineering Seminar Series},
  year = {2019},
  keywords = "invited",
}

@incollection{invited_6,
  author = {S. H. Bryngelson},
  note = {University of Michigan-Dearborn},
  publisher = {Mechanical Engineering Seminar Series},
  year = {2019},
  keywords = "invited",
}

@incollection{invited_5,
  author = {S. H. Bryngelson},
  note = {California Institute of Technology},
  publisher = {Flow Mechanics Research Conference},
  year = {2018},
  keywords = "invited",
}

@incollection{invited_4,
  author = {S. H. Bryngelson},
  note = {California Institute of Technology},
  publisher = {Computational Flow Physics Group},
  year = {2018},
  keywords = "invited",
}

@incollection{invited_3,
  author = {S. H. Bryngelson},
  note = {ETH Zurich},
  publisher = {Computational Science \& Engineering Lab},
  year = {2017},
  keywords = "invited",
}

@incollection{invited_2,
  author = {S. H. Bryngelson},
  note = {University of Illinois at Urbana-Champaign},
  publisher = {Fluid Mechanics Seminar},
  year = {2017},
  keywords = "invited",
}

@incollection{invited_1,
  author = {S. H. Bryngelson},
  note = {University of Illinois at Urbana-Champaign},
  publisher = {Biology Interest Group},
  year = {2015},
  keywords = "invited",
}

@software{ecogen,
  author = {K. Schmidmayer and B. Dorschner and E. Daniel and S. Le Martelot and S. H. Bryngelson and F. Petitpas},
  title = {{ECOGEN: M}ultiphase and capillary flow solver},
  url = {https://code-mphi.github.io/ECOGEN/},
  date = {2019},
}

@software{mfc,
  author = {S. H. Bryngelson and M. Rodriguez and J.-S. Spratt and K. Schmidmayer and V. Coralic and K. Maeda and J. Meng and T. Colonius},
  title = {{MFC}: {M}ulti-component {F}low {C}ode},
  url = {https://mfc-caltech.github.io},
  date = {2019},
}

@software{pyqbmmlib,
  author = {S. H. Bryngelson and E. Cisneros-Garibay and Q. Wang and R. O. Fox and T. Colonius},
  title = {{PyQBMMlib: A} library of quadrature-based moment methods},
  url = {https://github.com/sbryngelson/PyQBMMlib},
  date = {2020},
}

@software{qbmmlib,
  author = {S. H. Bryngelson and R. O. Fox and T. Colonius},
  title = {{QBMMlib: A} library of quadrature-based moment methods},
  url = {https://github.com/sbryngelson/QBMMlib},
  date = {2020},
}

@software{plascom2,
  author = {M. Campbell and E. Cisneros and S. H. Bryngelson and D. Buchta and M. Anderson and M. Diener and M. Smith},
  title = {{PlasCom2: M}ulti-physics turbulent flows},
  url = {https://xpacc-dev.bitbucket.io/PlasCom2/},
  date = {2018},
}

@inproceedings{bryngelson_ictam_2021,
    Author = {S. H. Bryngelson and T. Colonius},
    Year = {2021},
    Title = {Closure of phase-averaged bubbly, cavitating flow models},
    Booktitle = {XXV International Congress of Theoretical and Applied Mechanics},
    Address = {Milano, Italy},
}

@inproceedings{rodriguez_ictam_2021,
    Author = {M. Rodriguez and S. H. Bryngelson and S. Cao and T. Colonius},
    Year = {2021},
    Title = {A unified {E}ulerian multiphase framework for fluid-structure interaction problems including cavitation},
    Booktitle = {XXV International Congress of Theoretical and Applied Mechanics},
    Address = {Milano, Italy},
}

@inproceedings{bryngelson_conf20,
    Author = {S. H. Bryngelson and T. Colonius},
    Year = {2020},
    Title = {Phase- and mixture-averaged techniques for general bubbly flows},
    Booktitle = {33rd Symposium on Naval Hydrodynamics},
    Address = {Osaka, Japan},
    file = {bryngelson-SNH-20.pdf},
    abstract = {Averaged models are used to represent cavitating bubbly mixtures at the sub-grid computational level. Though such averaging techniques are widely used, the relative computational performance of various adaptations remains unknown. The accuracy and computational efficiency of two such models, one ensemble-averaging and one volume-averaging, addresses this issue. Results show that the relative computational cost of the methods depends upon the degree of bubble polydispersity. The ensemble-averaged model requires more quadrature nodes for broader population sizes and increasingly broad populations become computationally untenable. A moment-based method addresses this shortcoming. It uses a Gaussian closure and is augmented via long short-term memory recurrent neural networks for high-order statistics. Results show that this approach achieves small relative errors for even high-order statistical moments using only five degrees of freedom, significantly fewer than the hundreds required by classes methods.},
}

@inproceedings{conference_10,
  title = {A comparison of ensemble- and volume-averaged bubbly flow models},
  author = {S. H. Bryngelson and T. Colonius},
  booktitle = {10th International Conference on Multiphase Flow},
  address = {Rio de Janeiro, Brazil},
  year = {2019},
  file = {bryngelson-ICMF-19.pdf},
  abstract = {We compare volume- and ensemble-averaged bubbly flow models. Volume-averaging is a deterministic process for which bubbles are represented in a Lagrangian framework as advected particles, each sampled from a distribution of equilibrium bubble sizes. Ensemble-averaging instead uses mixture-averaged equations in an Eulerian reference frame for the associated bubble properties, each represented by bins of the equilibrium distribution. In both cases, bubbles are modeled as spherical with dynamics governed by the Keller-Miksis equation. Computationally, there are tradeoffs between these two approaches. Here, we simulate an acoustically excited dilute bubble screen and compare the computational efficiency of the two approaches.},
}

@inproceedings{conference_18,
  title = {The stability of flowing trains of confined red blood cells},
  author = {J. B. Freund and S. H. Bryngelson},
  Booktitle = {XXIV International Congress of Theoretical and Applied Mechanics},
  address = {Montreal, Canada},
  year = {2016},
  file = {freund-ICTAM-16.pdf},
  abstract = {The asymptotic and transient stability of single-file trains of fluid-filled elastic capsules flowing in narrow channels is analyzed as a model for the lines of red blood cells commonly observed in small tubes or vessels. The most amplified disturbances in larger channels are found to have a rich variety of characteristics depending upon the details of the particular configuration. Transient growth mechanisms are found to be significant, even for relatively small perturbations, and are shown to precipitate nonlinear saturation and chaotic flow many times more quickly than the asymptotic stability would predict even for nominally small perturbations.},
}

@inproceedings{conference_19,
  title = {Buckling and the rheology of an elastic capsule suspension},
  author = {S. H. Bryngelson and J. B. Freund},
  Booktitle = {XXIV International Congress of Theoretical and Applied Mechanics},
  address = {Montreal, Canada},
  year = {2016},
  file = {bryngelson-ICTAM-16.pdf},
  abstract = {The rheological behavior of an elastic capsule suspension is studied in a model two-dimensional channel using detailed numerical simulations. As the rest capsule membrane aspect ratio increases, the capsules become increasingly vulnerable to a buckling instability. This buckling behavior is concomitant with a sudden increase in the effective viscosity and a near disappearance of any near-wall capsule-free layer. The microstructure dynamics suggest elongated capsules make significant rotational contributions that disrupt organized flow, as computed by their rotlet capsule-capsule interactions.},
}

@incollection{conference_1,
author = {S. H. Bryngelson and T. Colonius},
  title = {A fast-integration-based model for polydisperse bubble cloud dynamics and their two-way-flow coupling},
  note = {Journal of the Acoustical Society of America},
  year = {2021},
}

@inproceedings{conference_2,
  author = {S. H. Bryngelson and R. Fox and T. Colonius},
  title = {Conditional moment method for fully-coupled phase-averaged cavitation models},
  booktitle = {11th International Symposium on Cavitation},
  year = {2021},
  address = {Daejeon, Korea},
}

@inproceedings{conference_3,
  author = {M. Rodriguez and S. H. Bryngelson and S. Cao and T. Colonius},
  title = {Acoustically-induced bubble growth and phase change dynamics near compliant surfaces},
  booktitle = {11th International Symposium on Cavitation},
  year = {2021},
  address = {Daejeon, Korea},
}

@inproceedings{conference_4,
  author = {J.-S. Spratt and M. Rodriguez and S. H. Bryngelson and S. Cao and T. Colonius},
  title = {Eulerian framework for bubble-cloud-kidney stone interaction},
  booktitle = {11th International Symposium on Cavitation},
  year = {2021},
  address = {Daejeon, Korea},
}

@incollection{conference_6,
  author = {S. H. Bryngelson and R. Fox and T. Colonius},
  title = {Conditioned quadrature moment methods for cavitating bubble dispersions},
  note = {American Physical Society},
  year = {2020},
}

@incollection{conference_7,
  author = {J.-S. Spratt and M. Rodriguez and S. H. Bryngelson and T. Colonius},
  title = {A fully Eulerian simulation framework for cavitating bubble-clouds near viscoelastic materials},
  note = {American Physical Society},
  year = {2020},
}

@incollection{conference_8,
  author = {M. Rodriguez and S. H. Bryngelson and T. Colonius},
  title = {Cavitation bubble growth with phase transition near a rigid wall},
  note = {American Physical Society},
  year = {2020},
}

@incollection{conference_9,
  author = {S. H. Bryngelson and T. Colonius},
  title = {Annular and spiral bubble nets: A simulation-focused analysis of humpback whale feeding strategies},
  note = {Journal of the Acoustical Society of America, 146(4) 2771},
  year = {2019},
}

@incollection{conference_11,
  author = {S. H. Bryngelson and A. Charalampopoulos and T. P. Sapsis and T. Colonius},
  title = {Neural-network-augmented Gaussian moment method for the statistics of cavitating bubble populations},
  note = {American Physical Society},
  year = {2019},
}

@incollection{conference_12,
  author = {T. Trummler and K. Schmidmayer and S. H. Bryngelson and T. Colonius},
  title = {Simulations of a collapsing gas bubble above a crevice},
  note = {SoCal Fluids XIII},
  year = {2019},
}

@incollection{conference_13,
  author = {S. H. Bryngelson and T. Colonius},
  title = {Simulations and acoustics of humpback whale bubble-net feeding},
  note = {SoCal Fluids XIII},
  year = {2019},
}

@incollection{conference_14,
  author = {S. H. Bryngelson and T. Colonius},
  title = {Modeling approaches for bubbly, cavitating flows},
  note = {American Physical Society},
  year = {2018},
}

@incollection{conference_15,
  author = {S. H. Bryngelson and J. B. Freund},
  title = {Floquet stability of tank-treading and tumbling capsules in viscous shear flow},
  note = {American Physical Society},
  year = {2017},
}

@incollection{conference_16,
  author = {S. H. Bryngelson and J. B. Freund},
  title = {Stability of flowing red blood cell trains},
  note = {Blood Flow},
  year = {2017},
}

@incollection{conference_17,
  author = {S. H. Bryngelson and J. B. Freund},
  title = {Global stability of fully coupled capsule flow systems},
  note = {SIAM Computational Science and Engineering},
  year = {2017},
}

@incollection{conference_20,
  author = {S. H. Bryngelson and J. B. Freund},
  title = {Stability and transition to chaos of regular capsule trains},
  note = {American Physical Society},
  year = {2016},
}

@incollection{conference_21,
  author = {S. H. Bryngelson and J. B. Freund},
  title = {Buckling and its effect on the confined flow of a capsule suspension},
  note = {American Physical Society},
  year = {2015},
}

@thesis{bryngelson_thesis,
    Author = {S. H. Bryngelson},
    Title = {Stability and transition of capsule-flow systems},
    Year = {2017},
    school = {University of Illinois at Urbana--Champaign},
    Note = {Ph.D. Thesis},
    file = {bryngelson-dissertation-17.pdf},
    abstract = {This work focuses on the mechanical stability of three different capsule-viscous-flow-systems.  Red blood cells, which are often modeled as capsules, can form uniform trains when flowing in narrow confines; however, in less confined environments their flow appears disordered. This time-stationary system is analyzed through a nonmodal stability analysis which includes full coupling between the viscous fluid flow and elastic cell membranes. The linearization is constructed via a complex set of orthogonal small disturbances which are evaluated using boundary integral techniques. Transiently (t -> 0+) and asymptotically (t -> infty) unstable disturbances are identified, with their corresponding growth rates and perturbation conformations depending upon on the flow strength, viscosity ratio between the inner and exterior cell fluids, cell–cell spacing, cell at-rest shape, and vessel diameter. An ellipsoidal capsule subject to homogeneous shear flow is also considered. While this flow configuration is seemingly more simple, the base motion of the capsule is time-dependent, though periodic, rather than steady, requiring an extension of our methods. This capsule flow is known to display different kinematic behavior, depending on the flow strength, membrane material properties, and capsule shape. The stability of the capsule motion has been studied based on empirical observations of simulations; here we build upon these results though a direct stability analysis. Our analysis utilizes Floquet methods, which yields Floquet multipliers that classify the asymptotic stability of the capsule motion, and quantify how viscous dissipation will rapidly damp most disturbances. However, we also identify disturbances that decay slowly, over many periods of the capsules rotating motion, as well as neutrally stable perturbations. The last flow system considered here is a spherical capsule subject to large amplitude oscillatory extensional (LAOE) flow, which is often used to study the rheology and dynamics of complex fluids. Examining soft particles in LAOE is particularly challenging, partially due to the instability of the flow system. We again quantify this stability through linear analysis, here extending the aforementioned Floquet formulation to include nonmodal and intra-period effects. The analysis shows the asymptotic stability of the capsules for all flow descriptions, as defined by the relative flow strength and capsule time scale. Transiently unstable modes are found for all cases, though again their growth saturates quickly. We also identify an intra-period instability to capsule translations, which matches that of a rigid particle, though it does not have finite amplification from period-to-period.},
}

@unpublished{spratt20,
    Author = {J.-S. Spratt and M. Rodriguez and K. Schmidmayer and S. H. Bryngelson and J. Yang and C. Franck and T. Colonius},
    Title = {Characterizing viscoelastic materials via ensemble-based data
    assimilation of bubble collapse observations},
    Note = {arXiv:2008.04410},
    doi = {2008.04410},
    file = {spratt-JMPS-20.pdf},
    abstract = {Bubble cavitation can induce such strain rates, and the resulting bubble dynamics are sensitive to the material properties. Thus, in principle, these properties can be inferred via measurements of the bubble dynamics. Estrada et al. (2018) demonstrated such bubble-dynamic high-strain-rate rheometry by using least-squares shooting to minimize the difference between simulated and experimental bubble radius histories. We generalize their technique to account for additional uncertainties in the model, initial conditions, and material properties needed to uniquely simulate the bubble dynamics. Ensemble-based data assimilation minimizes the computational expense associated with the bubble cavitation model. We test an ensemble Kalman filter (EnKF), an iterative ensemble Kalman smoother (IEnKS), and a hybrid ensemble-based 4D–Var method (En4D-Var) on synthetic data, assessing their estimations of the viscosity and shear modulus of a Kelvin-Voigt material. Results show that En4D–Var and IEnKS provide better moduli estimates than EnKF. Applying these methods to the experimental data of Estrada et al. (2018) yields similar material property estimates to those they obtained, but provides additional information about uncertainties. In particular, the En4D–Var yields lower viscosity estimates for some experiments, and the dynamic estimators reveal a potential mechanism that is unaccounted for in the model, whereby the viscosity is reduced in some cases due to material damage occurring at bubble collapse.},
}

@report{bryngelson_xpacc,
    Author = {S. H. Bryngelson and C. Pantano and D. Bodony and J. B. Freund},
    Title = {Adjoint-based sensitivity for flows with shocks},
    Institution = {Tech. Report, XPACC},
    Year = {2018},
    file = {bryngelson-xpacc-18.pdf},
    abstract = {Developing a consistent solution method for discontinuous adjoint flow problems is challenging.
    The inviscid Burgers' equation is considered as a step toward the formulation of such a method. Results are shown for linear and nonlinear numerical methods, including WENO shock capturing. Necessary and sufficient conditions for consistent and convergent solutions to the associated adjoint equation are discussed. The adjoint Euler equations are also investigated, for which no numerical schemes are provably convergent. A characteristic-based method for this problem is proposed. It transforms the adjoint equations into an uncoupled set of transport equations. These equations have the same form as the adjoint Burgers’ equation, and thus inherit their proven consistency properties.},
}

@article{trummler19,
    doi = {10.1017/jfm.2020.432},
    title = {Near-surface dynamics of a gas bubble collapsing above a crevice},
    year = {2020},
    volume = {899},
    Author = {T. Trummler and S. H. Bryngelson and K. Schmidmayer and S. J. Schmidt and T. Colonius and N. A. Adams},
    journal = {Journal of Fluid Mechanics},
    file = {trummler-JFM-20.pdf},
    abstract = {The impact of a collapsing gas bubble above rigid, notched walls is considered. Such surface crevices and imperfections often function as bubble nucleation sites, and thus have a direct relation to cavitation-induced erosion and damage structures. A generic configuration is investigated numerically using a second-order-accurate compressible multi-component flow solver in a two-dimensional axisymmetric coordinate system. Results show that the crevice geometry has a significant effect on the collapse dynamics, jet formation, subsequent wave dynamics, and interactions. The wall-pressure distribution associated with erosion potential is a direct consequence of development and intensity of these flow phenomena.},
}

@article{bryngelson20_qbmm,
    Author = {S. H. Bryngelson and T. Colonius and R. O. Fox},
    Title = {{QBMMlib}: A library of quadrature-based moment methods},
    Year = {2020},
    Journal = {SoftwareX},
    Volume={12},
    Pages={100615},
    file = {bryngelson-SoftX-20.pdf},
    doi = {10.1016/j.softx.2020.100615},
    abstract = {QBMMlib is an open source package of quadrature-based moment methods and their algorithms. Such methods are commonly used to solve fully-coupled disperse flow and combustion problems, though formulating and closing the corresponding governing equations can be complex. QBMMlib aims to make analyzing these techniques simple and more accessible. Its routines use symbolic manipulation to formulate the moment transport equations for a population balance equation and a prescribed dynamical system. However, the resulting moment transport equations are unclosed. QBMMlib trades the moments for a set of quadrature points and weights via an inversion algorithm, of which several are available. Quadratures then closes the moment transport equations. Embedded code snippets show how to use QBMMlib, with the algorithm initialization and solution spanning just 13 total lines of code. Examples are shown and analyzed for linear harmonic oscillator and bubble dynamics problems.},
}

@article{bryngelson19_ML,
    doi = {10.1016/j.ijmultiphaseflow.2020.103262},
    year = 2020,
    volume = {127},
    pages = {103262},
    Author = {S. H. Bryngelson and A. Charalampopoulos and T. P. Sapsis and T. Colonius},
    title = {A {G}aussian moment method and its augmentation via {LSTM} recurrent neural networks for the statistics of cavitating bubble populations},
    journal = {International Journal of Multiphase Flow},
    file = {bryngelson-IJMF-20.pdf},
    abstract = {Phase-averaged dilute bubbly flow models require high-order statistical moments of the bubble population. The method of classes, which directly evolve bins of bubbles in the probability space, are accurate but computationally expensive. Moment-based methods based upon a Gaussian closure present an opportunity to accelerate this approach, particularly when the bubble size distributions are broad (polydisperse). For linear bubble dynamics a Gaussian closure is exact, but for bubbles undergoing large and nonlinear oscillations, it results in a large error from misrepresented higher-order moments. Long short-term memory recurrent neural networks, trained on Monte Carlo truth data, are proposed to improve these model predictions. The networks are used to correct the low-order moment evolution equations and improve prediction of higher-order moments based upon the low-order ones. Results show that the networks can reduce model errors to less than 1 percent of their unaugmented values.},
}

@article{schmidmayer19,
    Author = {K. Schmidmayer and S. H. Bryngelson and T. Colonius},
    Year = {2020},
    Volume = {402},
    Pages = {109080},
    Journal = {Journal of Computational Physics},
    Title = {An assessment of multicomponent flow models and interface capturing schemes for spherical bubble dynamics},
    file = {schmidmayer-JCP-20.pdf},
    doi = {10.1016/j.jcp.2019.109080},
    abstract = {Numerical simulation of bubble dynamics and cavitation is challenging; even the seemingly simple problem of a collapsing spherical bubble is difficult to compute accurately with a general, three-dimensional, compressible, multicomponent flow solver. Difficulties arise due to both the physical model and the numerical method chosen for its solution. We consider the 5-equation model of Allaire et al. and Massoni et al., the 5-equation model of Kapila et al., and the 6-equation model of Saurel et al. as candidate approaches for spherical bubble dynamics, and both MUSCL and WENO interface-capturing methods are implemented and compared. We demonstrate the inadequacy of the traditional 5-equation model for spherical bubble collapse problems and explain the corresponding advantages of the augmented model of Kapila et al. for representing this phenomenon. Quantitative comparisons between the augmented 5-equation and 6-equation models for three-dimensional bubble collapse problems demonstrate the versatility of the pressure-disequilibrium model. Lastly, the performance of the pressure-disequilibrium model for representing a three-dimensional spherical bubble collapse for different bubble interior/exterior pressure ratios is evaluated for different numerical methods. Pathologies associated with each factor and their origins are identified and discussed.},
}

@article{bryngelson19_whales,
    doi = {10.1121/10.0000746},
    year = 2020,
    volume = {147},
    number = {2},
    pages = {1126--1135},
    Author = {S. H. Bryngelson and T. Colonius},
    title = {Simulation of humpback whale bubble-net feeding models},
    journal = {Journal of the Acoustical Society of America},
    file = {bryngelson-JASA-20.pdf},
    abstract = {Humpback whales can generate intricate bubbly regions, called bubble nets, via blowholes. Humpback whales appear to exploit these bubble nets for feeding via loud vocalizations. A fully-coupled phase-averaging approach is used to model the flow, bubble dynamics, and corresponding acoustics. A previously hypothesized waveguiding mechanism is assessed for varying acoustic frequencies and net void fractions. Reflections within the bubbly region result in observable waveguiding for only a small range of flow parameters. A configuration of multiple whales surrounding and vocalizing towards an annular bubble net is also analyzed. For a range of flow parameters, the bubble net keeps its core region substantially quieter than the exterior. This approach appears more viable, though it relies upon the cooperation of multiple whales. A spiral bubble net configuration that circumvents this requirement is also investigated. The acoustic wave behaviors in the spiral interior vary qualitatively with the vocalization frequency and net void fraction. The competing effects of vocalization guiding and acoustic attenuation are quantified. Low void fraction cases allow low-frequency waves to partially escape the spiral region, with the remaining vocalizations still exciting the net interior. Higher void fraction nets appear preferable, guiding even low-frequency vocalizations while still maintaining a quiet net interior.},
}

@article{bryngelson19_CPC,
    doi = {10.1016/j.cpc.2020.107396},
    year = 2020,
    pages = {107396},
    Author = {S. H. Bryngelson and K. Schmidmayer and V. Coralic and K. Maeda and J. Meng and T. Colonius},
    title = {{MFC: A}n open-source high-order multi-component, multi-phase, and multi-scale compressible flow solver},
    journal = {Computer Physics Communications},
    file = {bryngelson-CPC-20.pdf},
    abstract = {MFC is an open-source tool for solving multi-component, multi-phase, and bubbly compressible flows. It is capable of efficiently solving a wide range of flows, including droplet atomization, shock-bubble interaction, and gas bubble cavitation. We present the 5- and 6-equation thermodynamically-consistent diffuse-interface models we use to handle such flows, which are coupled to high-order interface-capturing methods, HLL-type Riemann solvers, and TVD time-integration schemes that are capable of simulating unsteady flows with strong shocks. The numerical methods are implemented in a flexible, modular framework that is amenable to future development. The methods we employ are validated via comparisons to experimental results for shock-bubble, shock-droplet, and shock-water-cylinder interaction problems and verified to be free of spurious oscillations for material-interface advection and gas-liquid Riemann problems. For smooth solutions, such as the advection of an isentropic vortex, the methods are verified to be high-order accurate. Illustrative examples involving shock-bubble-vessel-wall and acoustic-bubble-net interactions are used to demonstrate the full capabilities of MFC.},
}

@article{bryngelson19_IJMF,
    Author = {S. H. Bryngelson and K. Schmidmayer and T. Colonius},
    Year = {2019},
    Volume = {115},
    Pages = {137--143},
    Journal = {International Journal of Multiphase Flow},
    Title = {A quantitative comparison of phase-averaged models for bubbly, cavitating flows},
    file = {bryngelson-IJMF-19.pdf},
    doi = {10.1016/j.ijmultiphaseflow.2019.03.028},
    abstract = {We compare the computational performance of two modeling approaches for the flow of dilute cavitation bubbles in a liquid. The first approach is a deterministic model, for which bubbles are represented in a Lagrangian framework as advected features, each sampled from a distribution of equilibrium bubble sizes. The dynamic coupling to the liquid phase is modeled through local volume averaging. The second approach is stochastic; ensemble-phase averaging is used to derive mixture-averaged equations and field equations for the associated bubble properties are evolved in an Eulerian reference frame. For polydisperse mixtures, the probability density function of the equilibrium bubble radii is discretized and bubble properties are solved for each representative bin. In both cases, the equations are closed by solving Rayleigh–Plesset-like equations for the bubble dynamics as forced by the local or mixture-averaged pressure, respectively. An acoustically excited dilute bubble screen is used as a case study for comparisons. We show that observables of ensemble- and volume-averaged simulations match closely and that their convergence is first order under grid refinement. Guidelines are established for phase-averaged simulations by comparing the computational costs of methods. The primary costs are shown to be associated with stochastic closure; polydisperse ensemble-averaging requires many samples of the underlying PDF and volume-averaging requires repeated, randomized simulations to accurately represent a homogeneous bubble population. The relative sensitivities of these costs to spatial resolution and bubble void fraction are presented.},
}

@article{bryngelson19_chaos,
    Author = {S. H. Bryngelson and F. Gu\'{e}niat and J. B. Freund},
    Volume ={100},
    Pages = {012203},
    Year = {2019},
    Journal = {Physical Review E},
    Title = {Irregular dynamics of cellular blood flow in a model microvessel},
    file = {bryngelson-PRE-19.pdf},
    doi = {10.1103/PhysRevE.100.012203},
    abstract = {The flow of red blood cells within cylindrical vessels is complex and irregular, so long as the vessel diameter is somewhat larger than the nominal cell size. Long-time-series simulations, in which cells flow 10,000 vessel diameters, are used to characterize the chaotic kinematics, particularly to inform reduced-order models. The simulation model used includes full coupling between the elastic red blood cell membranes and surrounding viscous fluid, providing a faithful representation of the cell-scale dynamics. Results show that the flow has neither classifiable recurrent features nor a dominant frequency. jInstead, its kinematics are sensitive to the initial flow configuration in a way consistent with chaos and Lagrangian turbulence. Phase-space reconstructions show that a low-dimensional attractor does not exist, so the observed long-time dynamics are effectively stochastic. Based on this, a simple Markov chain model for the dynamics is introduced and shown to reproduce the statistics of the cell positions.},
}

@article{bryngelson19_LAOE,
    Author = {S. H. Bryngelson and J. B. Freund},
    Volume = {77},
    Pages = {171--176},
    Year = {2019},
    Journal = {European Journal of Mechanics B},
    Title = {Non-modal {F}loquet stability of a capsule in large amplitude oscillatory extension},
    file = {bryngelson-EJM-19.pdf},
    doi = {10.1016/j.euromechflu.2019.04.012},
    abstract = {We analyze the stability of a capsule in large-amplitude oscillatory extensional (LAOE) flow, as often used to study the rheology and dynamics of suspensions. Such a flow is typically established in a cross-slot configuration, with the particle (or particles) of interest observed in the stagnation region. However, controlling this configuration is challenging because the flow is unstable. We quantify such an instability for spherical elastic capsules suspended near the stagnation point using a non-modal global Floquet analysis, which is formulated to include full coupling of the capsule-viscous-flow dynamics. The flow is shown to be transiently, though not asymptotically, unstable. For each case considered, two predominant modes of transient amplification are identified: a predictable intra-period growth for translational capsule perturbations and period-to-period growth for certain capsule distortions. The amplitude of the intra-period growth depends linearly on the flow strength and oscillation period, which corresponds to a shift of the flow stagnation point, and the period-to-period growth saturates over several periods, commensurate with the asymptotic stability of the flow.},
}

@article{bryngelson18_JFM,
    Author = {S. H. Bryngelson and J. B. Freund},
    Journal = {Joural of Fluid Mechanics},
    Pages = {663--677},
    Title = {Floquet stability analysis of capsules in viscous shear flow},
    Volume = {852},
    Year = {2018},
    file = {bryngelson-JFM-18.pdf},
    doi = {10.1017/jfm.2018.574},
    abstract = {Observations in experiments and simulations show that the kinematic behaviour of an elastic capsule, suspended and rotating in shear flow, depends upon the flow strength, the capsule membrane material properties and its at-rest shape. We develop a linear stability description of the periodically rotating base state of this coupled system, as represented by a boundary integral flow formulation with spherical harmonic basis functions describing the elastic capsule geometry. This yields Floquet multipliers that classify the stability of the capsule motion for elastic capillary numbers Ca ranging from 0.01 to 5. Viscous dissipation rapidly damps most perturbations. However, for all cases, a single component grows or decays slowly, depending upon Ca, over many periods of the rotation. The transitions in this stability behaviour correspond to the different classes of rotating motion observed in previous studies.},
}

@article{bryngelson18_PRF,
    Author = {S. H. Bryngelson and J. B. Freund},
    Journal = {Physical Review Fluids},
    Number = {7},
    Pages = {073101},
    Title = {Global stability of flowing red blood cell trains},
    Volume = {3},
    Year = {2018},
    file = {bryngelson-PRF-18.pdf},
    doi = {10.1103/PhysRevFluids.3.073101},
    abstract = {A train of red blood cells flowing in a round tube will either advect steadily or break down into a complex and irregular flow, depending upon its degree of confinement. We analyze this apparent instability, including full coupling between the viscous fluid flow and the elastic cell membranes. A linear stability analysis is constructed via a complete set of orthogonal perturbations to a boundary integral formulation of the flow equations. Both transiently and asymptotically amplifying disturbances are identified. Those that amplify transiently have short-wavelength shape distortions that carry significant membrane strain energy. In contrast, asymptotic disturbances are primarily rigid-body-like tilts and translations. It is shown that an intermediate cell-cell spacing of about half a tube diameter suppresses long-time train instability, particularly when the vessel diameter is relatively small. Altering the viscosity ratio between the cytosol fluid within the cell and the suspending fluid is found to be asymptotically destabilizing for both higher and lower viscosity ratios. Altering the cytosol volume away from that of a nominally healthy discocyte alters the stability with complex dependence on train density and vessel diameter. Several of the observations are consistent with a switch from predominantly cell-cell interactions for dense trains and predominantly cell-wall interactions for less dense trains. Direct numerical simulations are used to verify the linear stability analysis and track the perturbation growth into a self-sustaining disordered regime.},
}

@article{bryngelson16_RA,
    Author = {S. H. Bryngelson and J. B. Freund},
    Journal = {Rheologica Acta},
    Number = {6},
    Pages = {451-464},
    Title = {Buckling and its effect on the confined flow of a model capsule suspension},
    Volume = {55},
    Year = {2016},
    file = {bryngelson-RA-16.pdf},
    doi = {10.1007/s00397-015-0900-9},
    abstract = {The rheology of confined flowing suspensions, such as blood, depends upon the dynamics of the components, which can be particularly rich when they are elastic capsules. Using boundary integral methods, we simulate a two-dimensional model channel through which flows a dense suspension of fluid-filled capsules. A parameter of principal interest is the equilibrium membrane perimeter, parameterized by xi_o, which ranges from round capsules with xi_o=1.0 to xi_o=3.0 capsules with a dog-bone-like equilibrium shape. It is shown that the minimum effective viscosity occurs for xi_o approx 1.6, which forms a biconcave equilibrium shape, similar to a red blood cell. The rheological behavior changes significantly over this range; transitions are linked to specific changes in the capsule dynamics. Most noteworthy is an abrupt change in behavior for xi_o = 2.0, which correlates with the onset of capsule buckling. The buckled capsules have a more varied orientation and make significant rotational (rotlet) contributions to the capsule–capsule interactions.},
}

@article{bryngelson16_PRF,
    Author = {S. H. Bryngelson and J. B. Freund},
    Journal = {Physical Review Fluids},
    Number = {3},
    Pages = {033201},
    Title = {Capsule-train stability},
    Volume = {1},
    Year = {2016},
    file = {bryngelson-PRF-16.pdf},
    doi = {10.1103/PhysRevFluids.1.033201},
    abstract = {Elastic capsules flowing in small enough tubes, such as red blood cells in capillaries, are well known to line up into regular single-file trains. The stability of such trains in somewhat wider channels, where this organization is not observed, is studied in a two-dimensional model system that includes full coupling between the viscous flow and suspended capsules. A diverse set of linearly amplifying disturbances, both long-time asymptotic (modal) and transient (nonmodal) perturbations, is identified and analyzed. These have a range of amplification rates and their corresponding forms are wavelike, typically dominated by one of five principal perturbation classes: longitudinal and transverse translations, tilts, and symmetric and asymmetric shape distortions. Finite-amplitude transiently amplifying perturbations are shown to provide a mechanism that can bypass slower asymptotic modal linear growth and precipitate the onset of nonlinear effects. Direct numerical simulations are used to verify the linear analysis and track the subsequent transition of the regular capsule trains into an apparently chaotic flow.},
}


text:
function curryN(fn, n) {
  var curryCount = n || fn.length;
  return innerCurry([]);

  function innerCurry(prevArgs) {
    return function(par) {
      var args = prevArgs.concat(par);
      if (args.length === curryCount) {
        return fn.apply(this, args);
      }
      return innerCurry(args);
    };
  }
}

module.exports = curryN

license: MIT

repository: PaoloLaurenti/nodeschool

license_type: permissive

repo_name: PaoloLaurenti/nodeschool

branch_name: refs/heads/master

extension: js


text:
SUMMARY = "Open-LLDP"
DESCRIPTION = "Link Layer Discovery Protocol for Linux that includes support for DCBX"
HOMEPAGE = "http://open-lldp.org/start"

LICENSE = "GPLv2"
LIC_FILES_CHKSUM = "file://COPYING;md5=8c2bc283e65df398ced5f5b747e78162"

S = "${WORKDIR}/git"

inherit pkgconfig autotools
inherit ${@bb.utils.contains('DISTRO_FEATURES', 'systemd', 'systemd', '', d)}

DEPENDS = "libnl libconfig readline"

SRCREV = "b71bfb87fefb31c4b1a6a7ae351791c90966c3a8"
PV .= "+git${SRCPV}"
SRC_URI = "git://github.com/intel/openlldp.git;protocol=https;branch=master \
           file://0001-Fix-musl-libc-build-issue.patch \
           file://0001-autotools-Add-include-path-to-generated-version.h.patch \
           file://0001-autotools-Add-option-to-disable-installation-of-syst.patch \
           file://0001-cmds-fix-enum-conversion.patch \
           file://0002-lldp_head-rename-and-make-extern.patch \
           file://0003-lldp-add-packed-struct-definition.patch \
           file://0004-lldptool-make-extern.patch \
           file://0005-cisco_oui-match-encode-handler-prototypes.patch \
           file://0006-ecp22-make-enum-a-type-rather-than-instance.patch \
           file://0007-lldp_8021qaz-extern-config-object.patch \
           file://0008-stringops-fix-some-string-copy-errors.patch \
           file://0009-8021qaz-mark-prio-map-functions-static.patch \
           file://lldp_head-remove-all-references.patch \
           "

# Makefile.am adds -Werror to AM_CFLAGS. There are warnings so disable it.
TARGET_CFLAGS += "-Wno-error"

# Enable install of systemd conf files.
EXTRA_OECONF += "${@bb.utils.contains('DISTRO_FEATURES', 'systemd', '--with-systemdsystemunitdir=${systemd_system_unitdir}', '', d)}"

SYSTEMD_SERVICE_${PN} = "lldpad.service lldpad.socket"

# To enable service at boot set to enable in local.conf.
SYSTEMD_AUTO_ENABLE ?= "disable"

RRECOMMENDS_${PN} = "iproute2-tc"

repository: ni/meta-openembedded

repo_name: ni/meta-openembedded

branch_name: refs/heads/nilrt/master/hardknott

gha_license_id: MIT

gha_language: BitBake

extension: bb


text:
require ${PN}.inc

PR = "r1"

SRC_URI = "http://sources.openembedded.org/opie-1.2.4-split_noncore_settings_sysinfo.tar.bz2;name=split_noncore_settings_sysinfo \
           http://sources.openembedded.org/opie-1.2.4-split_pics.tar.bz2;name=split_pics \
           http://sources.openembedded.org/opie-1.2.4-split_apps.tar.bz2;name=split_apps \
           http://sources.openembedded.org/opie-1.2.4-split_share.tar.bz2;name=split_share"
SRC_URI[split_noncore_settings_sysinfo.md5sum] = "de964e2b3077cb3c8119a89b27405f34"
SRC_URI[split_noncore_settings_sysinfo.sha256sum] = "6ff406879b864a6a4d516eaef3e7e4f314d5796c941d63d985fa093724552e79"
SRC_URI[split_pics.md5sum] = "5499dc84b65395ab99bda6ed9d01ff0f"
SRC_URI[split_pics.sha256sum] = "f22781f36e84e12d51fff1eb68cc3fb98221c7d807a82226813b7e974a604109"
SRC_URI[split_apps.md5sum] = "67a43e8e4bcd9e63b884ea25deea5b34"
SRC_URI[split_apps.sha256sum] = "a33a55efb4ae4c15a8c2c5d6faba6d671a5652da8e216ce35088896fe597215b"
SRC_URI[split_share.md5sum] = "d2c49981de19317e14f23b68672d118d"
SRC_URI[split_share.sha256sum] = "f2c6930ff0aea7045fc4e37a1e1d8a54a2c9205c60e2f15f64ab31011b7893fc"

repository: overo/overo-oe-natty

repo_name: overo/overo-oe-natty

branch_name: HEAD


text:
package alertlog

import (
	"context"
	"database/sql"
	"encoding/json"
	"fmt"
	"strconv"
	"time"

	"github.com/google/uuid"
	"github.com/target/goalert/util/log"
)

type Entry struct {
	id        int
	alertID   int
	timestamp time.Time
	_type     Type
	message   string
	subject   struct {
		_type                SubjectType
		userID               uuid.NullUUID
		userName             sql.NullString
		integrationKeyID     uuid.NullUUID
		integrationKeyName   sql.NullString
		heartbeatMonitorID   uuid.NullUUID
		heartbeatMonitorName sql.NullString
		channelID            uuid.NullUUID
		channelName          sql.NullString
		classifier           string
	}
	meta rawJSON
}

func (e Entry) Meta(ctx context.Context) interface{} {
	var dest interface{}
	switch e.Type() {
	case TypeEscalated:
		dest = &EscalationMetaData{}
	case TypeNotificationSent:
		dest = &NotificationMetaData{}
	case TypeCreated:
		dest = &CreatedMetaData{}
	case TypeClosed:
		dest = &AutoClose{}
	default:
		return nil
	}

	err := json.Unmarshal(e.meta, dest)
	if err != nil {
		log.Debug(ctx, err)
		return nil
	}
	return dest
}
func (e Entry) AlertID() int {
	return e.alertID
}

func (e Entry) ID() int {
	return e.id
}

func (e Entry) Timestamp() time.Time {
	return e.timestamp
}
func (e Entry) Type() Type {
	switch e._type {
	case _TypeResponseReceived:
		return respRecvType(e.message)
	case _TypeStatusChanged:
		return statChgType(e.message)
	}

	return e._type
}

func (e Entry) Subject() *Subject {
	if e.subject._type == SubjectTypeNone {
		if e.message != "" {
			return e.subjectFromMessage()
		}
		return nil
	}

	s := &Subject{
		Type:       e.subject._type,
		Classifier: e.subject.classifier,
	}

	switch s.Type {
	case SubjectTypeUser:
		s.ID = e.subject.userID.UUID.String()
		s.Name = e.subject.userName.String
	case SubjectTypeIntegrationKey:
		s.ID = e.subject.integrationKeyID.UUID.String()
		s.Name = e.subject.integrationKeyName.String
	case SubjectTypeHeartbeatMonitor:
		s.ID = e.subject.heartbeatMonitorID.UUID.String()
		s.Name = e.subject.heartbeatMonitorName.String
	case SubjectTypeChannel:
		s.ID = e.subject.channelID.UUID.String()
		s.Name = e.subject.channelName.String
	}

	return s
}

func escalationMsg(m *EscalationMetaData) string {
	msg := fmt.Sprintf(" to step #%d", m.NewStepIndex+1)
	if m.Repeat {
		msg += " (policy repeat)"
	}
	if m.Forced {
		msg += " due to manual escalation"
	} else if m.Deleted {
		msg += " due to current step being deleted"
	} else if m.OldDelayMinutes > 0 {
		msg += fmt.Sprintf(" automatically after %d minutes", m.OldDelayMinutes)
	}

	return msg
}

func (e Entry) String(ctx context.Context) string {
	var msg string
	var infinitive bool
	switch e.Type() {
	case TypeCreated:
		msg = "Created"
	case TypeAcknowledged:
		msg = "Acknowledged"
	case TypeClosed:
		msg = "Closed"
		meta, ok := e.Meta(ctx).(*AutoClose)
		if ok {
			msg = "Closed due to inactivity (unacknowledged for  " + strconv.Itoa(meta.AlertAutoCloseDays) + " days)"
		}

	case TypeEscalated:
		msg = "Escalated"
		meta, ok := e.Meta(ctx).(*EscalationMetaData)
		if ok {
			msg += escalationMsg(meta)
		}
	case TypeNotificationSent:
		msg = "Notification sent"
		infinitive = true
	case TypeNoNotificationSent:
		msg = "No notification sent"
		infinitive = true
	case TypePolicyUpdated:
		msg = "Policy updated"
	case TypeDuplicateSupressed:
		msg = "Suppressed duplicate: created"
	case TypeEscalationRequest:
		msg = "Escalation requested"
	default:
		return "Error"
	}

	// include subject, if available
	msg += subjectString(infinitive, e.Subject())

	return msg
}

func (e *Entry) scanWith(scan func(...interface{}) error) error {
	return scan(
		&e.id,
		&e.alertID,
		&e.timestamp,
		&e._type,
		&e.message,
		&e.subject._type,
		&e.subject.userID,
		&e.subject.userName,
		&e.subject.integrationKeyID,
		&e.subject.integrationKeyName,
		&e.subject.heartbeatMonitorID,
		&e.subject.heartbeatMonitorName,
		&e.subject.channelID,
		&e.subject.channelName,
		&e.subject.classifier,
		&e.meta,
	)
}

repository: target/goalert

repo_name: target/goalert

gha_language: Go

extension: go


text:
@InProceedings{raman13,
  pdf = {http://jmlr.org/proceedings/papers/v28/raman13.pdf},
  supplementary = {Supplementary:raman13-supp.pdf},
  number = {3},
  section = {cycle-3},
  title = {Stable Coactive Learning via Perturbation},
  author = {Raman, Karthik and Joachims, Thorsten and Shivaswamy, Pannaga and Schnabel, Tobias},
  pages = {837-845},
  abstract = {Coactive Learning is a model of interaction between a learning system (e.g. search engine) and its human users, wherein the system learns from (typically implicit) user feedback during operational use. User feedback takes the form of preferences, and recent work has introduced online algorithms that learn from this weak feedback. However, we show that these algorithms can be unstable and ineffective in real-world settings where biases and noise in the feedback are significant. In this paper, we propose the first coactive learning algorithm that can learn robustly despite bias and noise. In particular, we explore how presenting users with slightly perturbed objects (e.g., rankings) can stabilize the learning process. We theoretically validate the algorithm by proving bounds on the average regret. We also provide extensive empirical evidence on benchmarks and from a live search engine user study, showing that the new algorithm substantially outperforms existing methods.},
}

repository: mreid/papersite

repo_name: mreid/papersite

gha_language: TeX

extension: bib


text:
# - Try to locate SDL2_image
# This module defines:
#
#  SDL2_IMAGE_INCLUDE_DIR
#  SDL2_IMAGE_LIBRARY
#  SDL2_IMAGE_FOUND
#

FIND_PATH(SDL2_IMAGE_INCLUDE_DIR SDL_image.h
	HINTS ../SDL2_image SDL2_image
	PATH_SUFFIXES include )

FIND_LIBRARY(SDL2_IMAGE_LIBRARY SDL2_image
  HINTS $ENV{SDL2DIR} ../SDL2_image SDL2_image
  PATH_SUFFIXES lib64 lib lib/${CMAKE_CXX_LIBRARY_ARCHITECTURE})

IF(SDL2_IMAGE_INCLUDE_DIR AND SDL2_IMAGE_LIBRARY)
	SET(SDL2_IMAGE_FOUND TRUE)
ENDIF(SDL2_IMAGE_INCLUDE_DIR AND SDL2_IMAGE_LIBRARY)

MARK_AS_ADVANCED(SDL2_IMAGE_INCLUDE_DIR SDL2_IMAGE_LIBRARY SDL2_IMAGE_FOUND)
FIND_PACKAGE_HANDLE_STANDARD_ARGS(SDL2_Image
                                  REQUIRED_VARS SDL2_IMAGE_LIBRARY SDL2_IMAGE_INCLUDE_DIR)

license: Zlib

extension: cmake


text:
SUMMARY = "Qt is a versatile cross-platform application framework -- this is the embedded version."
SECTION = "libs"
LICENSE = "GPL LGPL QPL"
PRIORITY = "optional"
HOMEPAGE = "http://www.trolltech.com"
DEPENDS += "directfb tslib"
DEFAULT_PREFERENCE = "-1"

SRC_URI = "ftp://ftp.trolltech.com/qt/source/qt-embedded-linux-opensource-src-${PV}.tar.bz2 \
           file://0001-cross-compile.patch;patch=1 \
           file://0002-fix-resinit-declaration.patch;patch=1 \
           file://${PV}/0003-no-tools.patch;patch=1 \
           file://0004-no-qmake.patch;patch=1 \
           file://${PV}/0006-freetype-host-includes.patch;patch=1 \
           file://${PV}/0007-openssl-host-includes.patch;patch=1 \
           file://${PV}/0008-qt-lib-infix.patch;patch=1 \
           file://0009-support-2bpp.patch;patch=1 \
           file://${PV}/0010-no-simpledecoration-example.patch;patch=1 \
           file://fvisibility.patch;patch=1 \
           file://g++.conf \
           file://linux.conf \
           file://qte.sh \
           "
S = "${WORKDIR}/qt-embedded-linux-opensource-src-${PV}"

QT_CONFIG_FLAGS += " \
    -qtlibinfix E \
    -qt-decoration-styled -plugin-decoration-default -plugin-decoration-windows \
    -no-gtkstyle \
    -plugin-gfx-transformed -no-gfx-qvfb -no-gfx-vnc -plugin-gfx-directfb \
    -depths 16,32 -qt-gfx-linuxfb \
    -plugin-mouse-tslib -qt-mouse-pc -no-mouse-qvfb \
    -qt-kbd-tty -qt-kbd-usb -no-kbd-qvfb \
    -DQT_KEYPAD_NAVIGATION \
    "

QT_BASE_NAME = "qt4-embedded"
QT_BASE_LIB  = "libqt-embedded"
QT_DIR_NAME = "qtopia"
QT_LIBINFIX="E"

require qt4.inc

# Set necessary variables in the profile
do_install_append() {
       install -d ${D}${sysconfdir}/profile.d/
       install -m 0755 ${WORKDIR}/qte.sh ${D}${sysconfdir}/profile.d/
}

FILES_${QT_BASE_NAME} += " ${sysconfdir}/profile.d/qte.sh"

inherit qt4e


text:
@book{Similarity,
title = "A Similarity-Based Approach for Financial Time Series Analysis and Forecasting",
author = "Marcos Vinicius Naves Bedo, Davi Pereira dos Santos, Daniel S. Kaster, Caetano Traina Jr.",
publisher = "Springer Berlin Heidelberg",
year = "2013"
}

@book{From,
title = "From an artificial neural network to a stock market day-trading system:a case study on the bm&f bovespa",
author = "Martinez, L.C., da Hora, D.N., de, J.R., Palotti, M.Meira, W., Pappa, G.L.",
publisher = "IEEE Press",
year = "2009"
}

@Article{Forecasting,
author = {Granger, C.W.J.},
journal = "International Journal of Forecasting",
year = {1992},
volume = {8},
pages = {3-13},
}
@inproceedings{Identifying,
  title={Identifying stock similarity based on multi-event episodes},
  author={Dattasharma, Abhi and Tripathi, Praveen Kumar and Sridhar, G},
  booktitle={Proceedings of the 7th Australasian Data Mining Conference-Volume 87},
  pages={153--162},
  year={2008},
  organization={Australian Computer Society, Inc.}
}

@inproceedings{Which,
  title={Mining the stock market (extended abstract): which measure is best?},
  author={Gavrilov, Martin and Anguelov, Dragomir and Indyk, Piotr and Motwani, Rajeev},
  booktitle={Proceedings of the sixth ACM SIGKDD international conference on Knowledge discovery and data mining},
  pages={487--496},
  year={2000},
  organization={ACM}
}

@inproceedings{Mining,
  title={Mining quantitative association rules in large relational tables},
  author={Srikant, Ramakrishnan and Agrawal, Rakesh},
  booktitle={ACM SIGMOD Record},
  volume={25},
  number={2},
  pages={1--12},
  year={1996},
  organization={ACM}
}

@book{Principles,
  title={Principles of data mining and knowledge discovery},
  author={Komorowski, Jan and Zytkow, Jan},
  year={1997},
  publisher={Springer}
}

@inproceedings{Time,
  title={Time-series similarity problems and well-separated geometric sets},
  author={Bollob{\'a}s, B{\'e}la and Das, Gautam and Gunopulos, Dimitrios and Mannila, Heikki},
  booktitle={Proceedings of the thirteenth annual symposium on Computational geometry},
  pages={454--456},
  year={1997},
  organization={ACM}
}

@book{Econometric,
  title={The econometric modelling of financial time series},
  author={Mills, Terence C and Markellos, Raphael N},
  year={2008},
  publisher={Cambridge University Press}
}

@article{Arch,
  title={ARCH modeling in finance: A review of the theory and empirical evidence},
  author={Bollerslev, Tim and Chou, Ray Y and Kroner, Kenneth F},
  journal={Journal of econometrics},
  volume={52},
  number={1},
  pages={5--59},
  year={1992},
  publisher={Elsevier}
}

@book{Fast,
  title={Fast subsequence matching in time-series databases},
  author={Faloutsos, Christos and Ranganathan, Mudumbai and Manolopoulos, Yannis},
  volume={23},
  number={2},
  year={1994},
  publisher={ACM}
}

@article{algorithm,
  title={Discovery of frequent episodes in event sequences},
  author={Mannila, Heikki and Toivonen, Hannu and Verkamo, A Inkeri},
  journal={Data Mining and Knowledge Discovery},
  volume={1},
  number={3},
  pages={259--289},
  year={1997},
  publisher={Springer}
}

repository: Sapphirine/Stock-Recommendation-System

repo_name: Sapphirine/Stock-Recommendation-System


text:
@inproceedings{khattab2020colbert,
	author = {Khattab, Omar and Zaharia, Matei},
	title = {ColBERT: Efficient and Effective Passage Search via Contextualized Late Interaction over BERT},
	year = {2020},
	isbn = {9781450380164},
	publisher = {Association for Computing Machinery},
	address = {New York, NY, USA},
	url = {https://doi.org/10.1145/3397271.3401075},
	doi = {10.1145/3397271.3401075},
	pages = {39–48},
	numpages = {10},
	location = {Virtual Event, China},
	series = {SIGIR '20}
}

url: https://raw.githubusercontent.com/rbt-c/DL-NLP-Readings/82ca76e9184a3b00ac87129d99391477c85cfcd2/Bibtex/ColBERT - Efficient and Effective Passage Search via Contextualized Late Interaction over BERT.bib

repository: rbt-c/DL-NLP-Readings

repo_name: rbt-c/DL-NLP-Readings


text:
mandelbrot : mandelbrot.o png_util.o
	gcc -O3 -fopenmp -o mandelbrot mandelbrot.o png_util.o -lpng -lm

mandelbrot.o : mandelbrot.c png_util.h
	gcc -O3 -I. -fopenmp -c mandelbrot.c

png_util.o : png_util.c png_util.h
	gcc -O3 -I. -c png_util.c

clean :
	rm mandelbrot.o png_util.o mandelbrot

filename: makefile


text:
%%% ====================================================================
%%%  BibTeX-file{
%%%     author          = "Gerry Murray",
%%%     version         = "1.2",
%%%     date            = "2 April 2012",
%%%     filename        = "acmsmall-sample-bibfile.bib",
%%%     address         = "ACM, NY",
%%%     email           = "murray at hq.acm.org",
%%%     codetable       = "ISO/ASCII",
%%%     keywords        = "ACM Reference Format, bibliography, citation, references",
%%%     supported       = "yes",
%%%     docstring       = "This BibTeX database file contains 'bibdata' entries
%%%                        that 'match' the examples provided in the Specifications Document
%%%                        AND, also, 'legacy'-type bibs. It should assist authors in
%%%                        choosing the 'correct' at-bibtype and necessary bib-fields
%%%                        so as to obtain the appropriate ACM Reference Format output.
%%%                        It also contains many 'Standard Abbreviations'. "
%%%  }
%%% ====================================================================

% Journals

% First the Full Name is given, then the abbreviation used in the AMS Math
% Reviews, with an indication if it could not be found there.
% Note the 2nd overwrites the 1st, so swap them if you want the full name.

 %{AMS}
 @String{AMSTrans = "American Mathematical Society Translations" }
 @String{AMSTrans = "Amer. Math. Soc. Transl." }
 @String{BullAMS = "Bulletin of the American Mathematical Society" }
 @String{BullAMS = "Bull. Amer. Math. Soc." }
 @String{ProcAMS = "Proceedings of the American Mathematical Society" }
 @String{ProcAMS = "Proc. Amer. Math. Soc." }
 @String{TransAMS = "Transactions of the American Mathematical Society" }
 @String{TransAMS = "Trans. Amer. Math. Soc." }

 %ACM
 @String{CACM = "Communications of the {ACM}" }
 @String{CACM = "Commun. {ACM}" }
 @String{CompServ = "Comput. Surveys" }
 @String{JACM = "J. ACM" }
 @String{ACMMathSoft = "{ACM} Transactions on Mathematical Software" }
 @String{ACMMathSoft = "{ACM} Trans. Math. Software" }
 @String{SIGNUM = "{ACM} {SIGNUM} Newsletter" }
 @String{SIGNUM = "{ACM} {SIGNUM} Newslett." }

 @String{AmerSocio = "American Journal of Sociology" }
 @String{AmerStatAssoc = "Journal of the American Statistical Association" }
 @String{AmerStatAssoc = "J. Amer. Statist. Assoc." }
 @String{ApplMathComp = "Applied Mathematics and Computation" }
 @String{ApplMathComp = "Appl. Math. Comput." }
 @String{AmerMathMonthly = "American Mathematical Monthly" }
 @String{AmerMathMonthly = "Amer. Math. Monthly" }
 @String{BIT = "{BIT}" }
 @String{BritStatPsych = "British Journal of Mathematical and Statistical
          Psychology" }
 @String{BritStatPsych = "Brit. J. Math. Statist. Psych." }
 @String{CanMathBull = "Canadian Mathematical Bulletin" }
 @String{CanMathBull = "Canad. Math. Bull." }
 @String{CompApplMath = "Journal of Computational and Applied Mathematics" }
 @String{CompApplMath = "J. Comput. Appl. Math." }
 @String{CompPhys = "Journal of Computational Physics" }
 @String{CompPhys = "J. Comput. Phys." }
 @String{CompStruct = "Computers and Structures" }
 @String{CompStruct = "Comput. \& Structures" }
 @String{CompJour = "The Computer Journal" }
 @String{CompJour = "Comput. J." }
 @String{CompSysSci = "Journal of Computer and System Sciences" }
 @String{CompSysSci = "J. Comput. System Sci." }
 @String{Computing = "Computing" }
 @String{ContempMath = "Contemporary Mathematics" }
 @String{ContempMath = "Contemp. Math." }
 @String{Crelle = "Crelle's Journal" }
 @String{GiornaleMath = "Giornale di Mathematiche" }
 @String{GiornaleMath = "Giorn. Mat." } % didn't find in AMS MR., ibid.

 %IEEE
 @String{Computer = "{IEEE} Computer" }
 @String{IEEETransComp = "{IEEE} Transactions on Computers" }
 @String{IEEETransComp = "{IEEE} Trans. Comput." }
 @String{IEEETransAC = "{IEEE} Transactions on Automatic Control" }
 @String{IEEETransAC = "{IEEE} Trans. Automat. Control" }
 @String{IEEESpec = "{IEEE} Spectrum" } % didn't find in AMS MR
 @String{ProcIEEE = "Proceedings of the {IEEE}" }
 @String{ProcIEEE = "Proc. {IEEE}" } % didn't find in AMS MR
 @String{IEEETransAeroElec = "{IEEE} Transactions on Aerospace and Electronic
     Systems" }
 @String{IEEETransAeroElec = "{IEEE} Trans. Aerospace Electron. Systems" }

 @String{IMANumerAna = "{IMA} Journal of Numerical Analysis" }
 @String{IMANumerAna = "{IMA} J. Numer. Anal." }
 @String{InfProcLet = "Information Processing Letters" }
 @String{InfProcLet = "Inform. Process. Lett." }
 @String{InstMathApp = "Journal of the Institute of Mathematics and
     its Applications" }
 @String{InstMathApp = "J. Inst. Math. Appl." }
 @String{IntControl = "International Journal of Control" }
 @String{IntControl = "Internat. J. Control" }
 @String{IntNumerEng = "International Journal for Numerical Methods in
     Engineering" }
 @String{IntNumerEng = "Internat. J. Numer. Methods Engrg." }
 @String{IntSuper = "International Journal of Supercomputing Applications" }
 @String{IntSuper = "Internat. J. Supercomputing Applic." } % didn't find
%% in AMS MR
 @String{Kibernetika = "Kibernetika" }
 @String{JResNatBurStand = "Journal of Research of the National Bureau
     of Standards" }
 @String{JResNatBurStand = "J. Res. Nat. Bur. Standards" }
 @String{LinAlgApp = "Linear Algebra and its Applications" }
 @String{LinAlgApp = "Linear Algebra Appl." }
 @String{MathAnaAppl = "Journal of Mathematical Analysis and Applications" }
 @String{MathAnaAppl = "J. Math. Anal. Appl." }
 @String{MathAnnalen = "Mathematische Annalen" }
 @String{MathAnnalen = "Math. Ann." }
 @String{MathPhys = "Journal of Mathematical Physics" }
 @String{MathPhys = "J. Math. Phys." }
 @String{MathComp = "Mathematics of Computation" }
 @String{MathComp = "Math. Comp." }
 @String{MathScand = "Mathematica Scandinavica" }
 @String{MathScand = "Math. Scand." }
 @String{TablesAidsComp = "Mathematical Tables and Other Aids to Computation" }
 @String{TablesAidsComp = "Math. Tables Aids Comput." }
 @String{NumerMath = "Numerische Mathematik" }
 @String{NumerMath = "Numer. Math." }
 @String{PacificMath = "Pacific Journal of Mathematics" }
 @String{PacificMath = "Pacific J. Math." }
 @String{ParDistComp = "Journal of Parallel and Distributed Computing" }
 @String{ParDistComp = "J. Parallel and Distrib. Comput." } % didn't find
%% in AMS MR
 @String{ParComputing = "Parallel Computing" }
 @String{ParComputing = "Parallel Comput." }
 @String{PhilMag = "Philosophical Magazine" }
 @String{PhilMag = "Philos. Mag." }
 @String{ProcNAS = "Proceedings of the National Academy of Sciences
                    of the USA" }
 @String{ProcNAS = "Proc. Nat. Acad. Sci. U. S. A." }
 @String{Psychometrika = "Psychometrika" }
 @String{QuartMath = "Quarterly Journal of Mathematics, Oxford, Series (2)" }
 @String{QuartMath = "Quart. J. Math. Oxford Ser. (2)" }
 @String{QuartApplMath = "Quarterly of Applied Mathematics" }
 @String{QuartApplMath = "Quart. Appl. Math." }
 @String{RevueInstStat = "Review of the International Statisical Institute" }
 @String{RevueInstStat = "Rev. Inst. Internat. Statist." }

 %SIAM
 @String{JSIAM = "Journal of the Society for Industrial and Applied
     Mathematics" }
 @String{JSIAM = "J. Soc. Indust. Appl. Math." }
 @String{JSIAMB = "Journal of the Society for Industrial and Applied
     Mathematics, Series B, Numerical Analysis" }
 @String{JSIAMB = "J. Soc. Indust. Appl. Math. Ser. B Numer. Anal." }
 @String{SIAMAlgMeth = "{SIAM} Journal on Algebraic and Discrete Methods" }
 @String{SIAMAlgMeth = "{SIAM} J. Algebraic Discrete Methods" }
 @String{SIAMAppMath = "{SIAM} Journal on Applied Mathematics" }
 @String{SIAMAppMath = "{SIAM} J. Appl. Math." }
 @String{SIAMComp = "{SIAM} Journal on Computing" }
 @String{SIAMComp = "{SIAM} J. Comput." }
 @String{SIAMMatrix = "{SIAM} Journal on Matrix Analysis and Applications" }
 @String{SIAMMatrix = "{SIAM} J. Matrix Anal. Appl." }
 @String{SIAMNumAnal = "{SIAM} Journal on Numerical Analysis" }
 @String{SIAMNumAnal = "{SIAM} J. Numer. Anal." }
 @String{SIAMReview = "{SIAM} Review" }
 @String{SIAMReview = "{SIAM} Rev." }
 @String{SIAMSciStat = "{SIAM} Journal on Scientific and Statistical
     Computing" }
 @String{SIAMSciStat = "{SIAM} J. Sci. Statist. Comput." }

 @String{SoftPracExp = "Software Practice and Experience" }
 @String{SoftPracExp = "Software Prac. Experience" } % didn't find in AMS MR
 @String{StatScience = "Statistical Science" }
 @String{StatScience = "Statist. Sci." }
 @String{Techno = "Technometrics" }
 @String{USSRCompMathPhys = "{USSR} Computational Mathematics and Mathematical
     Physics" }
 @String{USSRCompMathPhys = "{U. S. S. R.} Comput. Math. and Math. Phys." }
 @String{VLSICompSys = "Journal of {VLSI} and Computer Systems" }
 @String{VLSICompSys = "J. {VLSI} Comput. Syst." }
 @String{ZAngewMathMech = "Zeitschrift fur Angewandte Mathematik und
     Mechanik" }
 @String{ZAngewMathMech = "Z. Angew. Math. Mech." }
 @String{ZAngewMathPhys = "Zeitschrift fur Angewandte Mathematik und Physik" }
 @String{ZAngewMathPhys = "Z. Angew. Math. Phys." }

% Publishers % ================================================= |

 @String{Academic = "Academic Press" }
 @String{ACMPress = "{ACM} Press" }
 @String{AdamHilger = "Adam Hilger" }
 @String{AddisonWesley = "Addison-Wesley" }
 @String{AllynBacon = "Allyn and Bacon" }
 @String{AMS = "American Mathematical Society" }
 @String{Birkhauser = "Birkha{\"u}ser" }
 @String{CambridgePress = "Cambridge University Press" }
 @String{Chelsea = "Chelsea" }
 @String{ClaredonPress = "Claredon Press" }
 @String{DoverPub = "Dover Publications" }
 @String{Eyolles = "Eyolles" }
 @String{HoltRinehartWinston = "Holt, Rinehart and Winston" }
 @String{Interscience = "Interscience" }
 @String{JohnsHopkinsPress = "The Johns Hopkins University Press" }
 @String{JohnWileySons = "John Wiley and Sons" }
 @String{Macmillan = "Macmillan" }
 @String{MathWorks = "The Math Works Inc." }
 @String{McGrawHill = "McGraw-Hill" }
 @String{NatBurStd = "National Bureau of Standards" }
 @String{NorthHolland = "North-Holland" }
 @String{OxfordPress = "Oxford University Press" }  %address Oxford or London?
 @String{PergamonPress = "Pergamon Press" }
 @String{PlenumPress = "Plenum Press" }
 @String{PrenticeHall = "Prentice-Hall" }
 @String{SIAMPub = "{SIAM} Publications" }
 @String{Springer = "Springer-Verlag" }
 @String{TexasPress = "University of Texas Press" }
 @String{VanNostrand = "Van Nostrand" }
 @String{WHFreeman = "W. H. Freeman and Co." }

%Entries
%--------------------------------------------------------

@article{SIPS,
  author = {$B:4F#(B $B>0G7!$6bED(B $B0i;R!$5~0f(B $BNII'!$?._7(B $B9(;j!$LPO$(B $B>y<#!$668}(B $B9,@8!$5\NS(B $BN45H(B},
  title = "{SIPS $B!AMh$k$Y$-%=!<%7%c%k%a%G%#%";~Be$N?7$7$$@83h<T>CHq9TF0%b%G%k35G0!A(B}",
  note = "$BEEDL%b%@%s!&%3%_%e%K%1!<%7%g%s!&%i%\(B"
}
%  note = "\url{http://www.dentsu.co.jp/sips/index.html}
%  howpublished = "\url{http://www.dentsu.co.jp/sips/index.html}

%%%$BMQ8l$NDj5A(B($B%*%s%i%$%s%3%_%e%K%F%#(B)
%%%------------------------------------------------%%%
@article{article_okumura,
author="$B1|B<(B $B3X(B",
title="$B%=!<%7%c%k%a%G%#%"$rBP>]$H$7$?%F%-%9%H%^%$%K%s%0(B",
journal="$BEE;R>pJsDL?.3X2q(B $B4pAC!&6-3&%=%5%$%(%F%#(B Fundamentals Review",
ISSN="",
publisher="$B0lHL<RCDK!?M(B $BEE;R>pJsDL?.3X2q(B",
year="2013",
month="",
volume="6",
number="4",
pages="285-293",
URL="https://ci.nii.ac.jp/naid/130004554748/",
DOI="10.1587/essfr.6.285",
}
%http://ci.nii.ac.jp/naid/130004554748

@article{article_yokoyama,
author="$B2#;3(B $BM'Li(B and $BJuDA(B $B51>0(B and $BLn5\(B $B9@4x(B and $B:4F#(B $BE/;J(B",
title="$BJ8>O$NFCD'NL$rMQ$$$?<ALd2sEzJ8$N0u>]$N0x;RF@E@$N?dDj(B",
journal="$BF|K\46@-9)3X2qO@J8;o(B",
ISSN="1884-0833",
publisher="$BF|K\46@-9)3X2q(B",
year="2013",
month="",
volume="12",
number="1",
pages="15-24",
URL="https://ci.nii.ac.jp/naid/130003377984/",
DOI="10.5057/jjske.12.15",
}
%http://ci.nii.ac.jp/naid/130003377984

@article{article_kure,
author="$B8b(B $B>a7.(B and $BD;_7(B $B7rB@O:(B and $B66K\(B $BNO(B and $B@nED(B $BBsLi(B and $B%G%5!<%,(B $B%9%F%$%s(B and $BIw4V(B $B=_0l(B and $B2&(B $BmEkp(B",
title="$B0UL#E*6K@-$HC18l%/%i%9$rMQ$$$?(BWhy$B7?<ALd1~Ez$N2~A1(B",
journal="$B>pJs=hM}3X2qO@J8;o(B",
ISSN="1882-7764",
publisher="$B0lHL<RCDK!?M(B $B>pJs=hM}3X2q(B",
year="2013",
month="jul",
volume="54",
number="7",
pages="1951-1966",
URL="https://ci.nii.ac.jp/naid/110009586576/",
DOI="",
}
%https://ci.nii.ac.jp/naid/110009586576/

@InProceedings{article_han,
author="Han, Dongli
and Kato, Yuhei
and Takehara, Kazuaki
and Yamamoto, Tetsuya
and Sugimura, Kazunori
and Harada, Minoru",
editor="Shi, Zhongzhi
and Shimohara, K.
and Feng, D.",
title="QA System Metis Based on Web Searching and Semantic Graph Matching",
booktitle="Intelligent Information Processing III",
year="2007",
publisher="Springer US",
address="Boston, MA",
pages="123--133",
abstract="We have developed a question-answering system Metis with natural-language interface. Metis generates the answer to a question by comparing the semantic graph of the question sentence with sentences discovered on the Internet as knowledge source. Specifically, we first get a set of semantic frames for the question sentence, as the output from a semantic analysis system, SAGE, Then we extract several keywords from all semantic frames using SVM. After that we search the Web to find knowledge sentences based on the keywords and input each knowledge sentence into SAGE in order to get its semantic graphs similarly. Finally, the similarities between the semantic graph of the question sentence and that of each knowledge sentence are calculated to determine the most reliable knowledge sentence, in which a constituent is chosen as the answer to the question. An experiment to examine the effectiveness of our method showed that 65{\%} of the questions for which suitable knowledge sentences had been found were replied correctly.",
isbn="978-0-387-44641-7"
}
%https://link.springer.com/chapter/10.1007/978-0-387-44641-7_13

%%%$B4XO"8&5f(B($B>pJsH/?.%a%G%#%"(B)
%%%------------------------------------------------%%%
@article{trend,
author="$BFqGH(B $B1Q;L(B",
title="$BF08~>pJs$NCj=P$HMWLs!<F08~$r$^$H$a$9$k!<(B",
journal="$BCNG=$H>pJs(B",
ISSN="1347-7986",
publisher="$BF|K\CNG=>pJs%U%!%8%#3X2q(B",
year="2010",
month="",
volume="22",
number="5",
pages="549-555",
URL="https://ci.nii.ac.jp/naid/130006320504/",
DOI="10.3156/jsoft.22.5_549",
}
%https://ci.nii.ac.jp/naid/130006320504/

@article{weblogs,
author="$B8E@n(B $BCi1d(B and $B>>Hx(B $BK-(B and $BBg8~(B $B0l51(B and $BFb;3(B $B9,<y(B and $B@PDM(B $BK~(B",
title="$B%V%m%0>e$G$NOCBjEAGE$KCmL\$7$?=EMW8lH=JL(B",
journal="$BCNG=$H>pJs(B",
ISSN="13477986",
publisher="$BF|K\CNG=>pJs%U%!%8%#3X2q(B",
year="2009",
month="aug",
volume="21",
number="4",
pages="557-566",
URL="https://ci.nii.ac.jp/naid/10025994950/",
DOI="10.3156/jsoft.21.557",
}
%https://ci.nii.ac.jp/naid/10025994950/

@article{discovering_periodicity_socialbookmark,
author="$B;32H(B $BM:2p(B and $BCfB<(B $BAo;K(B and $B%"%@%`(B $B%d%H%U%H(B and $BEDCf(B $B9n8J(B",
title="$B%=!<%7%c%k%V%C%/%^!<%-%s%0$N<~4|@-H/8+$H;~4|O"F07?8!:w%i%s%-%s%0$X$NE,MQ(B",
journal="$B>pJs=hM}3X2qO@J8;o%G!<%?%Y!<%9!J(BTOD$B!K(B",
ISSN="1882-7799",
publisher="$B0lHL<RCDK!?M(B $B>pJs=hM}3X2q(B",
year="2009",
month="sep",
volume="2",
number="3",
pages="130-140",
URL="https://ci.nii.ac.jp/naid/110007990059/",
DOI="",
}
%https://ci.nii.ac.jp/naid/110007990059/

@article{reranking_method_socialbookmark,
author="$B;32H(B $BM:2p(B and $BCfB<(B $BAo;K(B and $B%"%@%`(B $B%d%H%U%H(B and $BEDCf(B $B9n8J(B",
title="$B%=!<%7%c%k%V%C%/%^!<%/$NFC@-J,@O$H$=$l$K4p$E$/(BWeb $B8!:w7k2L$N:F%i%s%-%s%0<jK!(B",
journal="$B>pJs=hM}3X2qO@J8;o%G!<%?%Y!<%9!J(BTOD$B!K(B",
ISSN="1882-7799",
publisher="$B0lHL<RCDK!?M(B $B>pJs=hM}3X2q(B",
year="2008",
month="jun",
volume="1",
number="1",
pages="88-100",
URL="https://ci.nii.ac.jp/naid/110007990004/",
DOI="",
}
%https://ci.nii.ac.jp/naid/110007990004/

@article{information_diffusion_model,
author="$B5H@n(B $BM'Li(B and $B4dED(B $B6q<#(B and $B_7ED(B $B9((B",
title="$B%f!<%6$N@x:_FCD'$r9MN8$7$?%=!<%7%c%k%M%C%H%o!<%/>e$N>pJs3H;6%b%G%k(B",
journal="$B>pJs=hM}3X2qO@J8;o%G!<%?%Y!<%9!J(BTOD$B!K(B",
ISSN="1882-7799",
publisher="$B0lHL<RCDK!?M(B $B>pJs=hM}3X2q(B",
year="2013",
month="dec",
volume="6",
number="5",
pages="85-94",
URL="https://ci.nii.ac.jp/naid/110009656664/",
DOI="",
}
%https://ci.nii.ac.jp/naid/110009656664/

@article{buzz_mrk,
author="$B_@2,(B $BK-(B",
title="$B%P%:!&%^!<%1%F%#%s%0$NE83+(B",
journal="Ad Studies",
number="20",
year="2007",
pages="5-10",
URL="http://www.yhmf.jp/activity/adstudies/20.html",
DOI="",
}
%http://www.yhmf.jp/activity/adstudies/20.html

@article{gartner,
author="Mike J. Walker",
title="Hype Cycle for Emerging Technologies, 2017.",
publisher="Gartner",
year="2017",
month="July"
}
%http://www2.caict.ac.cn/zscp/qqzkgz/qqzkgz_zdzsq/201708/P020170831493337899927.pdf
%https://www.gartner.com/newsroom/id/3784363

@article{article_matsumura,
author="$B>>B<(B $B??9((B and $B;01:(B $BKc;R(B and $B<FFb(B $B9/J8(B and $BBg_7(B $B9,@8(B and $B@PDM(B $BK~(B",
title="2$B$A$c$s$M$k$,@9$j>e$,$k%@%$%J%_%:%`(B",
journal="$B>pJs=hM}3X2qO@J8;o(B",
ISSN="1882-7764",
publisher="$B0lHL<RCDK!?M(B $B>pJs=hM}3X2q(B",
year="2004",
month="mar",
volume="45",
number="3",
pages="1053-1061",
URL="https://ci.nii.ac.jp/naid/110002712154/",
DOI="",
}
%http://ci.nii.ac.jp/naid/110002712154

@article{article_toriumi,
author="$BD;3$(B $BITFsIW(B and $B;3K\(B $B?N;V(B and $B?[K,(B $BGnI'(B and $B2,ED(B $BM&(B and $BOB@t(B $B7i(B and $B66K\(B $B9/90(B",
title="$BBgNL#S#N#S%5%$%H$NHf3SJ,@O(B",
journal="$B?M9)CNG=3X2qO@J8;o(B",
ISSN="1346-0714",
publisher="$B0lHL<RCDK!?M(B $B?M9)CNG=3X2q(B",
year="2010",
month="",
volume="25",
number="1",
pages="78-89",
URL="https://ci.nii.ac.jp/naid/130000151239/",
DOI="10.1527/tjsai.25.78",
}
%http://ci.nii.ac.jp/naid/130000151239

@article{trend_query_analysis,
author="$B5HED(B $B8wCK(B and $B9S@%(B $BM35*(B",
title="$B%H%l%s%I%-!<%o!<%I$K4X$9$k%&%'%V%j%=!<%9$N2#CGE*J,@O(B",
journal="$B>pJs=hM}3X2qO@J8;o%G!<%?%Y!<%9!J(BTOD$B!K(B",
ISSN="1882-7799",
publisher="$B0lHL<RCDK!?M(B $B>pJs=hM}3X2q(B",
year="2016",
month="mar",
volume="9",
number="1",
pages="20-30",
URL="https://ci.nii.ac.jp/naid/120005732044/",
DOI="",
}
%https://ci.nii.ac.jp/naid/120005732044/

@article{gradual_buzzwords,
author="$BCfEg(B $B?-2p(B and $BD%(B $B7z0N(B and $B0p3@(B $BM[0l(B and $BCfK\(B $B%l%s(B",
title="$BBg5,LO$J%V%m%05-;v;~7ONsJ,@O$K4p$E$/N.9T8l8uJd$NAa4|H/8+<jK!(B",
journal="$B>pJs=hM}3X2qO@J8;o%G!<%?%Y!<%9!J(BTOD$B!K(B",
ISSN="1882-7799",
publisher="$B0lHL<RCDK!?M(B $B>pJs=hM}3X2q(B",
year="2013",
month="jan",
volume="6",
number="1",
pages="1-15",
URL="https://ci.nii.ac.jp/naid/110009514611/",
DOI="",
}
%https://ci.nii.ac.jp/naid/110009514611/

@book{topic_book,
author = "$B4dED(B $B6q<#(B",
title = "$B%H%T%C%/%b%G%k(B ($B5!3#3X=,%W%m%U%'%C%7%g%J%k%7%j!<%:(B)",
publisher = "$B9VCL<R(B",
year = "2015"
}

@inproceedings{topic_burst,
 author = {Kleinberg, Jon},
 title = {Bursty and Hierarchical Structure in Streams},
 booktitle = {Proceedings of the Eighth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining},
 series = {KDD '02},
 year = {2002},
 isbn = {1-58113-567-X},
 location = {Edmonton, Alberta, Canada},
 pages = {91--101},
 numpages = {11},
 url = {http://doi.acm.org/10.1145/775047.775061},
 doi = {10.1145/775047.775061},
 acmid = {775061},
 publisher = {ACM},
 address = {New York, NY, USA},
}
%https://doi.org/10.1023/A:102494062931
%https://dl.acm.org/citation.cfm?id=775061

%%%------------------------------------------------%%%

%%%$B4XO"8&5f(B($BFCD'NL(B)
%%%------------------------------------------------%%%

%%%$BI=AX>pJs(B
%%%---------------------
@article{punctuation_mark,
author="$BJ!ED(B $B@?(B and $B5HED(B $BIp>0(B and $B5HED(B $B@?(B and $B3_2,(B $B7r;K(B",
title="$BCf3X9;5;=Q!&2HDm2J652J=qEE5$NN0h$NI=5-!&I=8=$K$D$$$F(B",
journal="$BF|K\652J650i3X2q;o(B",
ISSN="0288-0334",
publisher="$BF|K\652J650i3X2q(B",
year="2000",
month="",
volume="23",
number="3",
pages="37-42",
URL="https://ci.nii.ac.jp/naid/110008094388/",
DOI="10.18993/jcrdajp.23.3_37",
}
%https://ci.nii.ac.jp/naid/110008094388
%%%---------------------

%%%$B<-=q(B
%%%---------------------
@article{reduplicated,
author="$BBgN$(B $B:LG5(B",
title="$B>v8l$N8&5f(B",
journal="$B8@8lJ82=8&5f(B",
ISSN="0918-7766",
publisher="$BEl5~=w;RBg3X8@8lJ82=8&5f2q(B",
year="2014",
month="mar",
volume="",
number="22",
pages="1-16",
URL="https://ci.nii.ac.jp/naid/120006512323/",
DOI="",
}

@article{Luhmann,
author="$B9b66(B $BE0(B",
title="$B<R2q%7%9%F%`J,2=$H%<%^%s%F%#%/(B : $B%k!<%^%s$K$*$1$k<R2qJQF0O@$N0l;k3Q(B",
journal="$B<R2q3XI>O@(B",
ISSN="00215414",
publisher="$BF|K\<R2q3X2q(B",
year="1999",
month="mar",
volume="49",
number="4",
pages="620-634",
URL="https://ci.nii.ac.jp/naid/110000226365/",
DOI="10.4057/jsr.49.620",
}
%https://ci.nii.ac.jp/naid/110000226365/

@article{moji_word_type_3,
author="$BC+8}(B $B1JN$;R(B and $B9b66(B $B??M};R(B",
title="$B:G?7$N=w@-%U%!%C%7%g%s;(;o$K$*$1$kF|K\8l$NFCD'$NNLE*J,@O(B $B!>G/Be:9$K>GE@$r$"$F$F!>(B",
journal="$B8@8l=hM}3X2qBh(B22$B2sG/<!Bg2q9V1iO@J8=8(B",
publisher="$B0lHL<RCDK!?M(B $B8@8l=hM}3X2q(B",
year="2016",
volume="D5-1",
}
%https://www.jaist.ac.jp/project/NLP_Portal/doc/LR/lr-ucase-j-20.html

@article{basic_vocabulary,
author="$B:4F#(B $B@/8w(B",
title="$BF|K\8l3X=,<T$N8lWC=,F@$K4X$9$kD4::8&5f(B(1)$B4pK\8lWC$NLdBjE@$K$D$$$F(B",
journal="$BL@<#Bg3X?MJ82J3X8&5f=j5*MW(B",
ISSN="05433894",
publisher="$BL@<#Bg3X?MJ82J3X8&5f=j(B",
year="1999",
month="feb",
volume="",
number="44",
pages="169-180",
URL="https://ci.nii.ac.jp/naid/120001440183/",
DOI="",
}
%https://ci.nii.ac.jp/naid/120001440183

@article{semantic_attributes,
author="$B9qN)9q8l8&5f=j(B",
title="",
journal="$BF|K\8l650i$N$?$a$N4pK\8lWCD4::(B",
ISSN="",
publisher="$B=(1Q=PHG(B",
year="1984",
month="",
volume="",
number="",
pages="",
URL="https://ci.nii.ac.jp/naid/10000022583/",
DOI="",
}
%https://ci.nii.ac.jp/naid/10000022583/

@article{factuality_annotation,
author="$B>>5H(B $B=S(B and $B9>8}(B $BK((B and $B:4Hx(B $B$A$H$;(B and $BB<>e(B $B9@;J(B and $B4%(B $B7rB@O:(B and $B>>K\(B $BM5<#(B",
title="$B%F%-%9%H>pJsJ,@O$N$?$a$NH=CG>pJs%"%N%F!<%7%g%s(B",
journal="$BEE;R>pJsDL?.3X2qO@J8;o(B. D, $B>pJs!&%7%9%F%`(B",
ISSN="18804535",
publisher="$B0lHL<RCDK!?M(B $BEE;R>pJsDL?.3X2q(B",
year="2010",
month="jun",
volume="93",
number="6",
pages="705-713",
URL="https://ci.nii.ac.jp/naid/110007618345/",
DOI="",
}
%https://ci.nii.ac.jp/naid/110007618345

@article{modality,
author="$BJ!ED(B $B0lM:(B",
title="$BF|K\8l%b%@%j%F%#3P$(=q$-(B($B$=$N(B1)",
journal="$B8@8l$NIaJW@-$H8DJL@-(B",
ISSN="1884-863X",
publisher="$B?73cBg3XBg3X1!8=Be<R2qJ82=8&5f2J!V8@8l$NIaJW@-$H8DJL@-!W%W%m%8%'%/%H(B",
year="2014",
month="mar",
volume="",
number="5",
pages="1-13",
URL="https://ci.nii.ac.jp/naid/120005425700/",
DOI="",
}
%https://ci.nii.ac.jp/naid/120005425700

@article{qa_feature,
author="$B@>86(B $BM[;R(B and $B>>B<(B $B??9((B and $BC+FbED(B $B@5I'(B",
title="Q\&A$B%3%_%e%K%F%#$G$N<A5?1~Ez%Q%?!<%s$NM}2r(B",
journal="$B?M9)CNG=3X2qA49qBg2qO@J8=8(B",
ISSN="1347-9881",
publisher="$B0lHL<RCDK!?M(B $B?M9)CNG=3X2q(B",
year="2008",
month="",
volume="22",
number="",
pages="1-4",
URL="https://ci.nii.ac.jp/naid/40020234005/",
DOI="",
}
%https://ci.nii.ac.jp/naid/40020234005

@INPROCEEDINGS{applied_proper_noun,
    author = {Taku Kudo and Kaoru Yamamoto and Yuji Matsumoto},
    title = {Applying conditional random fields to Japanese morphological analysis},
    booktitle = {In Proc. of EMNLP},
    year = {2004},
    pages = {230--237}
}
%http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.79.4154

@article{applied_part_of_speech,
author="$BCfHx(B $B7K;R(B",
title="$BIJ;l9=@.N($K4p$E$/%F%-%9%HJ,@O$N2DG=@-(B : $B%a!<%k<+8J>R2pJ8!">.@b!":nJ8!"L>Bg%3!<%Q%9$NHf3S$+$i(B",
journal="$BBg:J=w;RBg3X5*MW(B. $BJ87O(B",
ISSN="03020304",
publisher="$BBg:J=w;RBg3X(B",
year="2010",
month="mar",
volume="42",
number="",
pages="128-101",
URL="https://ci.nii.ac.jp/naid/110007535705/",
DOI="",
}
%https://ci.nii.ac.jp/naid/110007535705

@article{extended_namedentity,
author="$B4X:,(B $BAo(B and $BC]Fb(B $B9/2p(B",
title="$B3HD%8GM-I=8=%*%s%H%m%8!<(B",
journal="$B8@8l=hM}3X2qBh(B13$B2sG/<!Bg2q%o!<%/%7%g%C%W!V8@8lE*%*%s%H%m%8!<$N9=C[!&O"7H!&MxMQ!W(B",
publisher="$B0lHL<RCDK!?M(B $B8@8l=hM}3X2q(B",
year="2007",
pages="23-26",
}

@article{sentiment_verbs,
author="$B>.NS(B $B$N$>$_(B and $B4%(B $B7rB@O:(B and $B>>K\(B $BM5<#(B and $BN)@P(B $B7rFs(B and $BJ!Eg(B $B=S0l(B",
title="$B0U8+Cj=P$N$?$a$NI>2AI=8=$N<}=8(B",
journal="$B<+A38@8l=hM}(B",
ISSN="1340-7619",
publisher="$B0lHL<RCDK!?M(B $B8@8l=hM}3X2q(B",
year="2005",
month="",
volume="12",
number="3",
pages="203-222",
URL="https://ci.nii.ac.jp/naid/130004291853/",
DOI="10.5715/jnlp.12.3_203",
}
%https://ci.nii.ac.jp/naid/130004291853

@article{sentiment_nouns,
author="$BEl;3(B $B>;I'(B",
title="$B=R8l$NA*BrA*9%@-$KCeL\$7$?L>;lI>2A6K@-$N3MF@(B",
journal="$B8@8l=hM}3X2qBh(B14$B2sG/<!Bg2qO@J8=8(B, 2008",
ISSN="",
publisher="$B0lHL<RCDK!?M(B $B8@8l=hM}3X2q(B",
year="2008",
month="",
volume="",
number="",
pages="584-587",
URL="https://ci.nii.ac.jp/naid/20001633192/",
DOI="",
}
%https://ci.nii.ac.jp/naid/20001633192/

@inproceedings{sentiment_spin,
 author = {Takamura, Hiroya and Inui, Takashi and Okumura, Manabu},
 title = {Extracting Semantic Orientations of Words Using Spin Model},
 booktitle = {Proceedings of the 43rd Annual Meeting on Association for Computational Linguistics},
 series = {ACL '05},
 year = {2005},
 location = {Ann Arbor, Michigan},
 pages = {133--140},
 numpages = {8},
 url = {https://doi.org/10.3115/1219840.1219857},
 doi = {10.3115/1219840.1219857},
 acmid = {1219857},
 publisher = {Association for Computational Linguistics},
 address = {Stroudsburg, PA, USA},
}
%https://dl.acm.org/citation.cfm?id=1219857

@article{sentiment_survey,
author="$B4%(B $B9';J(B and $B1|B<(B $B3X(B",
title="$B%F%-%9%H$rBP>]$H$7$?I>2A>pJs$NJ,@O$K4X$9$k8&5fF08~(B",
journal="$B<+A38@8l=hM}(B",
ISSN="13407619",
publisher="$B0lHL<RCDK!?M(B $B8@8l=hM}3X2q(B",
year="2006",
month="jul",
volume="13",
number="3",
pages="201-241",
URL="https://ci.nii.ac.jp/naid/10018202904/",
DOI="",
}
%https://ci.nii.ac.jp/naid/10018202904

@article{sentiment_fe,
author="$B>.NS(B $B$N$>$_(B and $B4%(B $B7rB@O:(B and $B>>K\(B $BM5<#(B",
title="$B0U8+>pJs$NCj=P!?9=B$2=$N%?%9%/;EMM$K4X$9$k9M;!(B",
journal="$B>pJs=hM}3X2q8&5fJs9p<+A38@8l=hM}!J(BNL$B!K(B",
ISSN="09196072",
publisher="$B0lHL<RCDK!?M(B $B>pJs=hM}3X2q(B",
year="2006",
month="jan",
volume="2006",
number="1",
pages="111-118",
URL="https://ci.nii.ac.jp/naid/110004075920/",
DOI="",
}
%https://ci.nii.ac.jp/naid/110004075920
%%%------------------------------------------------%%%

%%%$BDs0F<jK!(B
%%%$B=EMW$J<ALd5-;v$HI>2ABP>](B
%%%------------------------------------------------%%%
@article{definition_information,
author="$B7,86!JCfEg!K(B $B>0;R(B",
title="$B>pJsDj5A$KFb:_$9$k@EE*;k:B$HF0E*;k:B(B",
journal="$BF|K\<R2q>pJs3X2qA49qBg2q8&5fH/I=O@J8=8(B",
ISSN="",
publisher="$BF|K\<R2q>pJs3X2q(B",
year="2007",
month="",
volume="22",
number="",
pages="192-195",
URL="https://ci.nii.ac.jp/naid/130004605759/",
DOI="10.14836/jasi.22.0.192.0",
}
%https://ci.nii.ac.jp/naid/130004605759/

@article{what_information,
author="$B0KF#(B $B<i(B",
title="$B>pJs35G0$K$D$$$F(B : $B<gCN<g5AE*$JOHAH$_$+$i2r$-J|$D$?$a$K(B( $BFC=8(B $B<R2q>pJs3X$+$i$NH/?.(B)",
journal="$B<R2q>pJs3X(B",
ISSN="2187-2775",
publisher="$B0lHL<RCDK!?M(B $B<R2q>pJs3X2q(B",
year="2012",
month="",
volume="1",
number="1",
pages="3-19",
URL="https://ci.nii.ac.jp/naid/110009553329/",
DOI="10.14836/ssi.1.1_3",
}
%https://ci.nii.ac.jp/naid/110009553329/

%%%------------------------------------------------%%%

%%%$BDs0F<jK!(B
%%%------------------------------------------------%%%
@article{nmf,
author="$B552,(B $B90OB(B",
title="$BHsIiCM9TNs0x;RJ,2r(B",
journal="$B7WB,$H@)8f(B",
ISSN="04534662",
publisher="$B8x1W<RCDK!?M(B $B7WB,<+F0@)8f3X2q(B",
year="2012",
month="sep",
volume="51",
number="9",
pages="835-844",
URL="https://ci.nii.ac.jp/naid/10031007459/",
DOI="",
}
%http://ci.nii.ac.jp/naid/10031007459

@article{text_data_analysis_nmf,
author="$B0B@n(B $BIpI'(B",
title="$BHsIiCM9TNs0x;RJ,2r$rMQ$$$?%F%-%9%H%G!<%?2r@O(B",
journal="$B7W;;5!E}7W3X(B",
ISSN="0914-8930",
publisher="$BF|K\7W;;5!E}7W3X2q(B",
year="2015",
month="",
volume="28",
number="1",
pages="41-55",
URL="https://ci.nii.ac.jp/naid/130005631735/",
DOI="10.20551/jscswabun.28.1_41",
}
%https://ci.nii.ac.jp/naid/130005631735/
%%%------------------------------------------------%%%

%%%$BI>2A(B
%%%------------------------------------------------%%%
@inproceedings{lsi_required,
 author = {Bradford, Roger B.},
 title = {An Empirical Study of Required Dimensionality for Large-scale Latent Semantic Indexing Applications},
 booktitle = {Proceedings of the 17th ACM Conference on Information and Knowledge Management},
 series = {CIKM '08},
 year = {2008},
 isbn = {978-1-59593-991-3},
 location = {Napa Valley, California, USA},
 pages = {153--162},
 numpages = {10},
 url = {http://doi.acm.org/10.1145/1458082.1458105},
 doi = {10.1145/1458082.1458105},
 acmid = {1458105},
 publisher = {ACM},
 address = {New York, NY, USA},
 keywords = {dimensionality, latent semantic indexing, lsi},
}
%https://dl.acm.org/citation.cfm?id=1458105

@Misc{Apple,
  title        = "{Apple$B%5%]!<%H%3%_%e%K%F%#(B}",
  howpublished = "{\\https://discussionsjapan.apple.com}\\($B:G=*1\MwF|(B:2014-01-29)"
}
%  note      = "($B:G=*1\MwF|(B:2014-01-29)"

@Misc{StackExchange,
  title        = "{Stack Exchange Data Dump}",
  howpublished = "{\\https://archive.org/details/stackexchange}\\(Publication date 2018-09-05)"
}
%  note      = "(Publication date 2018-09-05)"

@article{svr,
 author = {Smola, Alex J. and Sch\"{o}lkopf, Bernhard},
 title = {A Tutorial on Support Vector Regression},
 journal = {Statistics and Computing},
 issue_date = {August 2004},
 volume = {14},
 number = {3},
 month = aug,
 year = {2004},
 issn = {0960-3174},
 pages = {199--222},
 numpages = {24},
 url = {https://doi.org/10.1023/B:STCO.0000035301.49549.88},
 doi = {10.1023/B:STCO.0000035301.49549.88},
 acmid = {1011939},
 publisher = {Kluwer Academic Publishers},
 address = {Hingham, MA, USA},
 keywords = {machine learning, regression estimation, support vector machines},
}
%DOI: https://doi.org/10.1023/B:STCO.0000035301.49549.88
%https://dl.acm.org/citation.cfm?id=1011939

@article{svr_general,
author="$B@P@n(B $BMU;R(B and $B?e>e(B $B2mGn(B and $B5HLn(B $B9,0lO:(B and Sakti Sakriani and $BNkLZ(B $BM%(B and $BCfB<(B $BE/(B",
title="$B46>pI=8=$rMQ$$$?@bF@BPOC%7%9%F%`(B",
journal="$B?M9)CNG=3X2qO@J8;o(B",
ISSN="1346-0714",
publisher="$B0lHL<RCDK!?M(B $B?M9)CNG=3X2q(B",
year="2018",
month="",
volume="33",
number="1",
pages="DSH-B\_1-9",
URL="https://ci.nii.ac.jp/naid/130006327320/",
DOI="10.1527/tjsai.DSH-B",
}
%https://ci.nii.ac.jp/naid/130006327320/

@article{rbf,
author="$B>.NS(B $B@59,(B and $B>.@>(B $B9/IW(B and $BF#ED(B $BDgM:(B and $B@P3@(B $BGn9T(B",
title="$B%5%]!<%H%Y%/%?2s5"%b%G%k$rMQ$$$?D62;GH%b!<%?$N0LCV7h$a@)8f(B",
journal="$B@:L)9)3X2q;oO@J8=8(B",
ISSN="13488724",
publisher="$B8x1W<RCDK!?M(B $B@:L)9)3X2q(B",
year="2006",
month="may",
volume="72",
number="5",
pages="596-601",
URL="https://ci.nii.ac.jp/naid/110004717807/",
DOI="",
}
%https://ci.nii.ac.jp/naid/110004717807

%$BJ,N`<jK!(B
%------------------------------------
@article{text_classification_showcase,
author="$B1JED(B $B>;L@(B and $BJ?(B $BGn=g(B",
title="$B>pJsO@E*3X=,M}O@$H$=$N1~MQ!'%F%-%9%HJ,N`(B-$B3X=,M}O@$N!V8+K\;T!W(B-",
journal="$B>pJs=hM}(B",
ISSN="04478053",
publisher="$B0lHL<RCDK!?M(B $B>pJs=hM}3X2q(B",
year="2001",
month="jan",
volume="42",
number="1",
pages="32-37",
URL="https://ci.nii.ac.jp/naid/110002721174/",
DOI="",
}
%https://ci.nii.ac.jp/naid/110002721174/

@article{pattern_recognition_randomforests,
author="$BHS;3(B $B>-98(B",
title="$B;H$($k(B!$BE}7W8!Dj!&5!3#3X=,(B-IV : Random Forests$B$rMQ$$$?%Q%?!<%sG'<1(B",
journal="$B%7%9%F%`!?@)8f!?>pJs(B",
ISSN="0916-1600",
publisher="$B0lHL<RCDK!?M(B $B%7%9%F%`@)8f>pJs3X2q(B",
year="2015",
month="",
volume="59",
number="2",
pages="71-76",
URL="https://ci.nii.ac.jp/naid/110009917786/",
DOI="10.11509/isciesci.59.2_71",
}
%https://ci.nii.ac.jp/naid/110009917786/

@article{natural_gradient_learning,
author="$B4EMx(B $B=S0l(B",
title="$B<+A38{G[3X=,K!(B-$B3X=,6u4V$N4v2?3X(B",
journal="$B7WB,$H@)8f(B",
ISSN="04534662",
publisher="$B8x1W<RCDK!?M(B $B7WB,<+F0@)8f3X2q(B",
year="2001",
month="oct",
volume="40",
number="10",
pages="735-739",
URL="https://ci.nii.ac.jp/naid/10006840081/",
DOI="10.11499/sicejl1962.40.735",
}
%https://ci.nii.ac.jp/naid/10006840081/

@article{k-nearest_neighbours,
author="$B1:ED(B $B@5IW(B",
title="k-nearest neighbours $BH=JL$rMQ$$$?%/%i%9%?!<2r@O$N%P%j%G!<%7%g%s(B ($B<o!9$N%b%G%k$NE}7WE*2r@O(B)",
journal="$B?tM}2r@O8&5f=j9V5fO?(B",
ISSN="18802818",
publisher="$B5~ETBg3X(B",
year="2008",
month="jun",
volume="1603",
number="",
pages="111-119",
URL="https://ci.nii.ac.jp/naid/110006688311/",
DOI="",
}
%https://ci.nii.ac.jp/naid/110006688311/
%------------------------------------

@book{book_media,
author = "$B550f(B $B><9((B",
title = "$BEEDL9-9p;vE5(B",
publisher = "$BEEDL(B",
year = "2008"
}

@article{insight_tech,
  title={FKC Corpus: a Japanese Corpus from New Opinion Survey Service},
  author={Mitsuzawa, Kensuke and Tauchi, Maito and Domoulin, Mathieu and Nakashima, Masanori and Mizumoto, Tomoya},
  journal={Proc. of the Novel Incentives for Collecting Data and Annotation from People: types, implementation, tasking requirements, workflow and results},
  pages={11--18},
  year={2016}
}

%%%------------------------------------------------%%%
%%%%%-----------------------------%%%%%

repository: wajimax/TeX-jsik

repo_name: wajimax/TeX-jsik

branch_name: refs/heads/main


text:
@InProceedings{kamyshanska13,
  pdf = {http://jmlr.org/proceedings/papers/v28/kamyshanska13.pdf},
  number = {3},
  section = {cycle-3},
  title = {On autoencoder scoring},
  author = {Kamyshanska, Hanna and Memisevic, Roland},
  pages = {720-728},
  abstract = {Autoencoders are popular feature learning models because they are conceptually simple, easy to train and allow for efficient inference and training. Recent work has shown how certain autoencoders can assign an unnormalized ``score'' to data which measures how well the autoencoder can represent the data. Scores are commonly computed by using training criteria that relate the autoencoder to a probabilistic model, such as the Restricted Boltzmann Machine. In this paper we show how an autoencoder can assign meaningful scores to data independently of training procedure and without reference to any probabilistic model, by interpreting it as a dynamical system. We discuss how, and under which conditions, running the dynamical system can be viewed as performing gradient descent in an energy function, which in turn allows us to derive a score via integration. We also show how one can combine multiple, unnormalized scores into a generative classifier.},
}


text:
#ifndef BOOST_STD_CONFIGURATION_H
#define BOOST_STD_CONFIGURATION_H

#cmakedefine01 STD_THREAD_FOUND
#cmakedefine01 Boost_THREAD_FOUND
#cmakedefine01 STD_MUTEX_FOUND
#cmakedefine01 Boost_MUTEX_FOUND
#cmakedefine01 STD_SHARED_MUTEX_FOUND
#cmakedefine01 Boost_SHARED_MUTEX_FOUND
#cmakedefine01 STD_SHARED_PTR_FOUND
#cmakedefine01 Boost_SHARED_PTR_FOUND
#cmakedefine01 STD_ATOMIC_FOUND
#cmakedefine01 Boost_ATOMIC_FOUND

#if STD_THREAD_FOUND
#include <thread>
namespace ${NAMESPACE_ALIAS} {
    typedef std::thread thread;
}
#elif Boost_THREAD_FOUND
#include <boost/thread.hpp>
namespace ${NAMESPACE_ALIAS} {
    typedef boost::thread thread;
}
#endif

#if STD_MUTEX_FOUND
#include <mutex>
#include <condition_variable>
namespace ${NAMESPACE_ALIAS} {
    typedef std::mutex mutex;
    template <typename T>
    using unique_lock = std::unique_lock<T>;
    typedef std::condition_variable condition_variable;
}
#elif Boost_MUTEX_FOUND
#include <boost/thread.hpp>
namespace ${NAMESPACE_ALIAS} {
    typedef boost::mutex mutex;
    template <typename T>
    using unique_lock = boost::unique_lock<T>;
    typedef boost::condition_variable condition_variable;
}
#endif

#if STD_SHARED_MUTEX_FOUND
#include <shared_mutex>
namespace ${NAMESPACE_ALIAS} {
    typedef std::shared_mutex shared_mutex;
    template <typename T>
    using shared_lock = std::shared_lock<T>;
}
#elif Boost_SHARED_MUTEX_FOUND
#include <boost/thread/shared_mutex.hpp>
namespace ${NAMESPACE_ALIAS} {
    typedef boost::shared_mutex shared_mutex;
    template <typename T>
    using shared_lock = boost::shared_lock<T>;
}
#endif

#if STD_SHARED_PTR_FOUND
#include <memory>
namespace ${NAMESPACE_ALIAS} {
    template <typename T>
    using shared_ptr = std::shared_ptr<T>;
    template <typename T>
    using weak_ptr = std::weak_ptr<T>;
}
#elif Boost_SHARED_PTR_FOUND
#include <boost/smart_ptr.hpp>
namespace ${NAMESPACE_ALIAS} {
    template <typename T>
    using shared_ptr = boost::shared_ptr<T>;
    template <typename T>
    using weak_ptr = boost::weak_ptr<T>;
}
#endif

#if STD_ATOMIC_FOUND
#include <atomic>
namespace ${NAMESPACE_ALIAS} {
    template <typename T>
    using atomic = std::atomic<T>;
}
#elif Boost_ATOMIC_FOUND
#include <boost/atomic.hpp>
namespace ${NAMESPACE_ALIAS} {
    template <typename T>
    using atomic = boost::atomic<T>;
}
#endif

#endif /* BOOST_STD_CONFIGURATION_H */


text:
@book{kanji_one_2006,
	location = {Thousand Oaks, Calif},
	edition = {3rd ed.},
	title = {One hundred statistical tests},
	isbn = {1412923751},
	url = {http://lccn.loc.gov/2005910188},
	publisher = {Sage Publications},
	author = {Kanji, Gopal K},
	date = {2006},
	keywords = {Statistical hypothesis testing, Unusual data, pmean}
}

repository: pmean/build-website

repo_name: pmean/build-website


text:
require cuda-shared-binaries.inc

MAINSUM = "2429ef2555d67c41a7e79c9e04534b4dffba5da652f906547171046d2b6d8c9c"
DEVSUM = "bab8991d1a27064fe973118ff7c08918678414d4979ebc7bfff54d1dc3b29dbb"

RDEPENDS:${PN} = "tegra-libraries-core tegra-libraries-cuda"

repository: SOL-Space-Operating-Linux/meta-tegra

repo_name: SOL-Space-Operating-Linux/meta-tegra