2019

• Deep architectures for long-term stock price prediction with a heuristic-based strategy for trading simulations

  C. Stoean, W. Paja, R. Stoean, & A. Săndiță. (2019)

  PLOS One, 14(10), e0223593.
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• Deep Knowledge Based Agent: Learning to do tasks by self-thinking about imaginary worlds

  A. Davody. (2019)

  In Reinforcement Learning for Real Life ICML 2019 Workshop.
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• Analyzing the theoretical grounds of curiosity-driven, intrinsically-motivated learning

  R. V. Florian. (2019)

  In The Fourth International Workshop on Intrinsically Motivated Open-ended Learning (IMOL 2019).
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• Convolutional Neural Networks on Randomized Data

  C. Ivan. (2019)

  In The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops (p. 1-8).
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• On modelling emergence of logical thinking

  C. Ivan, & B. Indurkhya. (2019)

  In Beyond Curve Fitting: Causation, Counterfactuals, and Imagination-based AI. AAAI Spring Symposium.
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2018

• Wasserstein Riemannian geometry of positive definite matrices

  L. Malagò, L. Montrucchio, & G. Pistone. (2018)

  Information Geometry, 1(2), 137–179.
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• A continuous-time MaxSAT solver with high analog performance

  B. Molnár, F. Molnár, M. Varga, & M. Ercsey-Ravasz. (2018)

  Nature Communications, 9, 4864.
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• Approximating hidden chaotic attractors via parameter switching

  M. - F. Danca, N. Kuznetsov, & G. Chen. (2018)

  Chaos, 28, 013127.
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• The mouse cortical connectome, characterized by an ultra-dense cortical graph, maintains specificity by distinct connectivity profiles

  R. Gămănuţ, H. Kennedy, Z. Toroczkai, M. Ercsey-Ravasz, D. C. Van Essen, K. Knoblauch, & A. Burkhalter. (2018)

  Neuron, 97(3), 698-715.
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• Generalization of the Filippov method for systems with large periodic input

  C. Morel, & M. - F. Danca. (2018)

  Mathematics and Computers in Simulation, 146, 1-13.
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• Fractional-order PWC systems without zero Lyapunov exponents

  M. - F. Danca, N. Kuznetsov, & G. Chen. (2018)

  Nonlinear Dynamics, 92(3), 1061–1078.
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• Lyapunov exponents of a hyperchaotic discontinuous 4D system of integer or fractional order

  M. - F. Danca. (2018)

  Entropy, 20, 337.
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• Modeling cognitive processes underlying computer programming

  C. F. Perțicaș, & B. Indurkhya. (2018)

  In 29th Annual Workshop of the Psychology of Programming Interest Group - PPIG 2018 (p. 16-27).
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• Learning in Variational Autoencoders with Kullback-Leibler and Renyi Integral Bounds

  S. Sârbu, R. Volpi, A. Pește, & L. Malagò. (2018)

  In ICML 2018 Workshop on Theoretical Foundations and Applications of Deep Generative Models.
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• Using sequence to sequence neural networks for solving similar mathematical problems

  A. Davody, & M. S. Baba. (2018)

  In Working Papers and Documents of the IJCAI-ECAI-2018 Workshop on Learning and Reasoning: Principles & Applications to Everyday Spatial and Temporal Knowledge: L & R - 2018 (p. 30-38).
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• Learning to generate HTML code from images with no supervisory data

  A. Davody, H. Davoudi, M. S. Baba, & R. V. Florian. (2018)

  In Neural Abstract Machines & Program Induction v2: A Federated Artificial Intelligence Meeting (FAIM) workshop (ICML, IJCAI/ECAI, AAMAS).
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• Hierarchical segmentation of graphical interfaces for Document Object Model reconstruction

  C. F. Perțicaș, M. S. Baba, H. Davoudi, & R. V. Florian. (2018)

  In Neural Abstract Machines & Program Induction v2: A Federated Artificial Intelligence Meeting (FAIM) workshop (ICML, IJCAI/ECAI, AAMAS).
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• Applications of the f-divergence to variational inference

  S. Roman, & A. Pește. (2018)

  In ICML 2018 Workshop on Geometry in Machine Learning (GiMLi 2018).
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2017

• Software categorization using low-level distributional features

  Z. Bodó, & B. Indurkhya. (2017)

  In New Trends in Intelligent Software Methodologies, Tools and Techniques: Proceedings of the 16th International Conference (SoMeT_17) (Vol. 297, p. 88-98)Presented at the 16th International Conference on Intelligent Software Methodologies, Tools, and Techniques (SOMET_17), IOS Press.
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• Impulsive stabilization of chaos in fractional-order systems

  M. - F. Danca, M. Fečkan, & G. Chen. (2017)

  Nonlinear Dynamics, 89(3), 1889–1903.
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• Unusual dynamics and hidden attractors of the Rabinovich–Fabrikant system

  M. - F. Danca, N. Kuznetsov, & G. Chen. (2017)

  Nonlinear Dynamics, 88(1), 791–805.
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• A multiscale cerebral neurochemical connectome of the rat brain

  H. R. Noori, J. Schöttler, M. Ercsey-Ravasz, A. Cosa-Linan, M. Varga, Z. Toroczkai, & R. Spanagel. (2017)

  PLoS Biology, 15(7), e2002612.
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• Hidden chaotic attractors in fractional-order systems

  M. - F. Danca. (2017)

  Nonlinear Dynamics, 89(1), 577–586.
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• Impulsive stabilization of chaos in fractional-order systems

  M. - F. Danca, M. Feckan, & G. Chen. (2017)

  Nonlinear Dynamics, 89(3), 1889–1903.
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• On the numerical integration of discontinuous dynamical systems

  M. - F. Danca, & M. Feckan. (2017)

  International Journal of Bifurcation and Chaos, 27(14), 1750218.
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• Parameter Switching Synchronization

  M. - F. Danca, & N. Kuznetsov. (2017)

  Applied Mathematics and Computation, 313, 94-102.
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• An Explanatory Analysis of the Geometry of Latent Variables Learned by Variational Auto-Encoders

  A. Pește, L. Malagò, & S. Sârbu. (2017)

  In NIPS 2017 Workshop on Bayesian Deep Learning.
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• Finding patterns in visualizations of programs

  C. F. Perțicaș, B. Indurkhya, R. V. Florian, & L. Csató. (2017)

  In 28th Annual Workshop of the Psychology of Programming Interest Group - PPIG 2017: Proceedings (p. 76-85).
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• Synthetic Generation of Local Minima and Saddle Points for Neural Networks

  L. Malagò, & D. Marinelli. (2017)

  In ICML 2017 Workshop on Principled Approaches to Deep Learning.
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• Towards the Use of Gaussian Graphical Models in Variational Autoencoders

  A. Pește, & L. Malagò. (2017)

  In ICML 2017 Workshop on Implicit Models.
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• Hierarchical representations of perceptual and sensorimotor information in deep neural networks

  R. V. Florian. (2017)

  In The Third International Workshop on Intrinsically Motivated Open-ended Learning (IMOL 2017).
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2016

• Chaos Control and Anticontrol of Complex Systems via Parrondo’s Game

  M. - F. Danca. (2016)

  In J. Lü, X. Yu, G. Chen, & W. Yu (Eds.), Complex Systems and Networks (p. 263–282)Berlin, Heidelberg: Springer Berlin Heidelberg.
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• Note on a parameter switching method for nonlinear ODEs

  M. - F. Danca, & M. Fečkan. (2016)

  Mathematica Slovaca, 66(2).
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• Hidden transient chaotic attractors of Rabinovich–Fabrikant system

  M. - F. Danca. (2016)

  Nonlinear Dynamics, 86(2), 1263–1270.
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• Spatial embedding and wiring cost constrain the functional layout of the cortical network of rodents and primates

  S. Horvát, R. Gămănuț, M. Ercsey-Ravasz, L. Magrou, B. Gămănuț, D. C. Van Essen, .... (2016)

  PLoS Biology, 14(7), e1002512.
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• Emulating “Chaos + Chaos = Order” in Chen’s Circuit of Fractional Order by Parameter Switching

  W. K. S. Tang, & M. - F. Danca. (2016)

  International Journal of Bifurcation and Chaos, 26(06), 1650096.
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• Chaos control of Hastings–Powell model by combining chaotic motions

  M. - F. Danca, & J. Chattopadhyay. (2016)

  Chaos: An Interdisciplinary Journal of Nonlinear Science, 26(4), 043106.
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• Hidden and Nonstandard Bifurcation Diagram of an Alternate Quadratic System

  G. Pastor, M. Romera, M. - F. Danca, A. Martin, A. B. Orue, F. Montoya, & L. H. Encinas. (2016)

  International Journal of Bifurcation and Chaos, 26(02), 1650036.
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• Looking More Closely at the Rabinovich–Fabrikant System

  M. - F. Danca, M. Fec̆kan, N. Kuznetsov, & G. Chen. (2016)

  International Journal of Bifurcation and Chaos, 26(02), 1650038.
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• Suppressing chaos in a simplest autonomous memristor-based circuit of fractional order by periodic impulses

  M. - F. Danca, W. K. S. Tang, & G. Chen. (2016)

  Chaos, Solitons & Fractals, 84(C), 31–40.
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• Sources of bias in single-trial normalization procedures

  A. Ciuparu, & R. C. Mureşan. (2016)

  European Journal of Neuroscience, 43(7), 861–869.
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• Parrondo’s paradox for chaos control and anticontrol of fractional-order systems

  M. - F. Danca, & W. K. S. Tang. (2016)

  Chinese Physics B, 25(1), 010505.
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2015

• Continuous Approximations of a Class of Piecewise Continuous Systems

  M. - F. Danca. (2015)

  International Journal of Bifurcation and Chaos, 25(11), 1550146.
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• A new piecewise linear Chen system of fractional-order: Numerical approximation of stable attractors

  M. - F. Danca, M. A. Aziz-Alaoui, & M. Small. (2015)

  Chinese Physics B, 24(6), 060507.
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• Lyapunov exponents of a class of piecewise continuous systems of fractional order

  M. - F. Danca. (2015)

  Nonlinear Dynamics, 81(1-2), 227–237.
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• Breaking Points in Quartic Maps

  M. Romera, G. Pastor, A. Martin, A. B. Orue, F. Montoya, & M. - F. Danca. (2015)

  International Journal of Bifurcation and Chaos, 25(04), 1550051.
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• Suppressing chaos in discontinuous systems of fractional order by active control

  M. - F. Danca, & R. Garrappa. (2015)

  Applied Mathematics and Computation, 257(C), 89–102.
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• A new scale for rating scientific publications

  R. V. Florian. (2015)

  In Proceedings of ISSI 2015: 15th International Society of Scientometrics and Informetrics Conference (p. 419-420)Istanbul, Turkey: Boğaziçi University.
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2014

• Generalized form of Parrondo's paradoxical game with applications to chaos control

  M. - F. Danca, M. Fečkan, & M. Romera. (2014)

  International Journal of Bifurcation and Chaos, 24(01), 1450008.
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• Noise induced complexity: patterns and collective phenomena in a small-world neuronal network

  Y. Zheng, Q. Wang, & M. - F. Danca. (2014)

  Cognitive Neurodynamics, 8(2), 143–149.
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