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1

[IEEE 2015 IEEE Conference on Computational Intelligence and Games (CIG) - Tainan, Taiwan (2015.8.31-2015.9.2)] 2015 IEEE Conference on Computational Intelligence and Games (CIG) - Evaluating Go game records for prediction of player attributes

Moudrik, Josef, Baudis, Petr, Neruda, Roman

Année:

2015

Langue:

english

Fichier:

PDF, 167 KB

english, 2015

2

[IEEE 2012 Eleventh International Conference on Machine Learning and Applications (ICMLA) - Boca Raton, FL, USA (2012.12.12-2012.12.15)] 2012 11th International Conference on Machine Learning and Applications - Combining Parameter Space Search and Meta-learning for Data-Dependent Computational Agent Recommendation

Kazik, Ondrej, Peskova, Klara, Pilat, Martin, Neruda, Roman

Année:

2012

Langue:

english

Fichier:

PDF, 278 KB

english, 2012

3

Artificial Neural Nets and Genetic Algorithms ||

Kůrková, Věra, Neruda, Roman, Kárný, Miroslav, Steele, Nigel C.

Année:

2001

Langue:

english

Fichier:

PDF, 79.93 MB

english, 2001

4

Automatic Creation of Machine Learning Workflows with Strongly Typed Genetic Programming

Křen, Tomáš, Pilát, Martin, Neruda, Roman

Journal:

International Journal of Artificial Intelligence Tools

Année:

2017

Langue:

english

Fichier:

PDF, 865 KB

english, 2017

5

[IEEE 2018 IEEE International Conference on Systems, Man, and Cybernetics (SMC) - Miyazaki, Japan (2018.10.7-2018.10.10)] 2018 IEEE International Conference on Systems, Man, and Cybernetics (SMC) - Utilization of Genetic Programming to Solve a Simple Task Network Planning Problem

Rehakova, Lucie, Neruda, Roman

Année:

2018

Langue:

english

Fichier:

PDF, 177 KB

english, 2018

6

Comparison of behavior-based and planning techniques on the small robot maze exploration problem

Stanislav Slušný, Roman Neruda, Petra Vidnerová

Journal:

Neural Networks

Année:

2010

Langue:

english

Fichier:

PDF, 793 KB

english, 2010

7

Editorial

Věra Kůrková, Roman Neruda, Jan Koutník

Journal:

Neural Networks

Année:

2010

Langue:

english

Fichier:

PDF, 118 KB

english, 2010

8

[Lecture Notes in Computer Science] Artificial Neural Networks - ICANN 2008 Volume 5163 || Analysis of Chaotic Dynamics Using Measures of the Complex Network Theory

Kůrková, Véra, Neruda, Roman, Koutník, Jan

Année:

2008

Langue:

english

Fichier:

PDF, 625 KB

english, 2008

9

[IEEE 2013 12th International Conference on Machine Learning and Applications (ICMLA) - Miami, FL (2013.12.4-2013.12.7)] 2013 12th International Conference on Machine Learning and Applications - Clustering Based Classification in Data Mining Method Recommendation

Kazik, Ondrej, Peskova, Klara, Smid, Jakub, Neruda, Roman

Année:

2013

Langue:

english

Fichier:

PDF, 440 KB

english, 2013

10

[IEEE 2016 IEEE 28th International Conference on Tools with Artificial Intelligence (ICTAI) - San Jose, CA, USA (2016.11.6-2016.11.8)] 2016 IEEE 28th International Conference on Tools with Artificial Intelligence (ICTAI) - Asynchronous Evolution of Data Mining Workflow Schemes by Strongly Typed Genetic Programming

Pilat, Martin, Kren, Tomas, Neruda, Roman

Année:

2016

Langue:

english

Fichier:

PDF, 961 KB

english, 2016

11

Annals of Computer Science and Information Systems [IEEE 2017 Federated Conference on Computer Science and Information Systems - (2017.9.3-2017.9.6)] Proceedings of the 2017 Federated Conference on Computer Science and Information Systems - Evolving KERAS Architectures for Sensor Data Analysis

Vidnerová, Petra, Neruda, Roman

Année:

2017

Langue:

english

Fichier:

PDF, 88 KB

english, 2017

12

Learning methods for radial basis function networks

Roman Neruda, Petra Kudová

Journal:

Future Generation Computer Systems

Année:

2005

Langue:

english

Fichier:

PDF, 492 KB

english, 2005

13

[Lecture Notes in Computer Science] Artificial Neural Networks - ICANN 2008 Volume 5163 || A Self-organizing Neural System for Background and Foreground Modeling

Kůrková, Véra, Neruda, Roman, Koutník, Jan

Année:

2008

Langue:

english

Fichier:

PDF, 3.49 MB

english, 2008

14

[IEEE 2011 IEEE/WIC/ACM International Joint Conferences on Web Intelligence (WI) and Intelligent Agent Technologies (IAT) - Lyon, France (2011.08.22-2011.08.27)] 2011 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology - Meta Learning in Multi-agent Systems for Data Mining

Kazik, Ondrej, Peskova, Kl´ra, Pil´t, Martin, Neruda, Roman

Année:

2011

Langue:

english

Fichier:

PDF, 247 KB

english, 2011

15

[Lecture Notes in Computer Science] Artificial Neural Networks - ICANN 2008 Volume 5164 || Multi-stage FCM-Based Intensity Inhomogeneity Correction for MR Brain Image Segmentation

Kůrková, Véra, Neruda, Roman, Koutník, Jan

Année:

2008

Langue:

english

Fichier:

PDF, 1.11 MB

english, 2008

16

[Lecture Notes in Computer Science] Artificial Neural Networks - ICANN 2008 Volume 5163 || Dimension Reduction for Mixtures of Exponential Families

Kůrková, Véra, Neruda, Roman, Koutník, Jan

Année:

2008

Langue:

english

Fichier:

PDF, 409 KB

english, 2008

17

[Lecture Notes in Computer Science] Artificial Neural Networks - ICANN 2008 Volume 5163 || A New GHSOM Model Applied to Network Security

Kůrková, Véra, Neruda, Roman, Koutník, Jan

Année:

2008

Langue:

english

Fichier:

PDF, 684 KB

english, 2008

18

[Lecture Notes in Computer Science] Artificial Neural Networks - ICANN 2008 Volume 5163 || Implementing Boolean Matrix Factorization

Kůrková, Véra, Neruda, Roman, Koutník, Jan

Année:

2008

Langue:

english

Fichier:

PDF, 443 KB

english, 2008

19

[Lecture Notes in Computer Science] Artificial Neural Networks - ICANN 2008 Volume 5163 || Mutual Information Based Input Variable Selection Algorithm and Wavelet Neural Network for Time Series Prediction

Kůrková, Véra, Neruda, Roman, Koutník, Jan

Année:

2008

Langue:

english

Fichier:

PDF, 665 KB

english, 2008

20

[IEEE 2012 IEEE Congress on Evolutionary Computation (CEC) - Brisbane, Australia (2012.06.10-2012.06.15)] 2012 IEEE Congress on Evolutionary Computation - An evolutionary algorithm for 2D semi-guillotinable circular saw cutting

Balcar, Stepan, Pilat, Martin, Neruda, Roman

Année:

2012

Langue:

english

Fichier:

PDF, 759 KB

english, 2012

21

[Lecture Notes in Computer Science] Artificial Neural Networks - ICANN 2008 Volume 5163 || Neuro-inspired Speech Recognition with Recurrent Spiking Neurons

Kůrková, Véra, Neruda, Roman, Koutník, Jan

Année:

2008

Langue:

english

Fichier:

PDF, 356 KB

english, 2008

22

[ACM Press Proceeding of the fifteenth annual conference companion - Amsterdam, The Netherlands (2013.07.06-2013.07.10)] Proceeding of the fifteenth annual conference companion on Genetic and evolutionary computation conference companion - GECCO '13 Companion - Multiobjectivization for classifier parameter tuning

Pilat, Martin, Neruda, Roman

Année:

2013

Langue:

english

Fichier:

PDF, 306 KB

english, 2013

23

Aggregate meta-models for evolutionary multiobjective and many-objective optimization

Pilát, Martin, Neruda, Roman

Journal:

Année:

2013

Langue:

english

Fichier:

PDF, 342 KB

english, 2013

24

[Lecture Notes in Computer Science] Artificial Neural Networks - ICANN 2008 Volume 5163 || Analysis-by-Synthesis by Learning to Invert Generative Black Boxes

Kůrková, Véra, Neruda, Roman, Koutník, Jan

Année:

2008

Langue:

english

Fichier:

PDF, 461 KB

english, 2008

25

[Lecture Notes in Computer Science] Artificial Neural Networks - ICANN 2008 Volume 5164 || Associative Memories Applied to Pattern Recognition

Kůrková, Véra, Neruda, Roman, Koutník, Jan

Année:

2008

Langue:

english

Fichier:

PDF, 396 KB

english, 2008

26

[Lecture Notes in Computer Science] Artificial Neural Networks - ICANN 2008 Volume 5163 || Municipal Creditworthiness Modelling by Kohonen’s Self-Organizing Feature Maps and Fuzzy Logic Neural Networks

Kůrková, Véra, Neruda, Roman, Koutník, Jan

Année:

2008

Langue:

english

Fichier:

PDF, 543 KB

english, 2008

27

[Lecture Notes in Computer Science] Artificial Neural Networks - ICANN 2008 Volume 5164 || Towards Personalized Neural Networks for Epileptic Seizure Prediction

Kůrková, Véra, Neruda, Roman, Koutník, Jan

Année:

2008

Langue:

english

Fichier:

PDF, 228 KB

english, 2008

28

[IEEE 2008 IEEE International Conference on Web Services (ICWS) - Beijing, China (2008.09.23-2008.09.26)] 2008 IEEE International Conference on Web Services - Modeling and Discovery of Data Providing Services

Vaculín, Roman, Chen, Huajun, Neruda, Roman, Sycara, Katia

Année:

2008

Langue:

english

Fichier:

PDF, 436 KB

english, 2008

29

[IEEE 2013 IEEE Congress on Evolutionary Computation (CEC) - Cancun, Mexico (2013.06.20-2013.06.23)] 2013 IEEE Congress on Evolutionary Computation - Surrogate model selection for evolutionary multiobjective optimization

Pilat, Martin, Neruda, Roman

Année:

2013

Langue:

english

Fichier:

PDF, 787 KB

english, 2013

30

[IEEE 2011 IEEE International Conference on Systems, Man and Cybernetics - SMC - Anchorage, AK, USA (2011.10.9-2011.10.12)] 2011 IEEE International Conference on Systems, Man, and Cybernetics - Evolutionary learning of regularization networks with product kernel units

Vidnerova, Petra, Neruda, Roman

Année:

2011

Langue:

english

Fichier:

PDF, 511 KB

english, 2011

31

[IEEE 2012 IEEE Congress on Evolutionary Computation (CEC) - Brisbane, Australia (2012.06.10-2012.06.15)] 2012 IEEE Congress on Evolutionary Computation - An Evolutionary Strategy for Surrogate-Based Multiobjective Optimization

Pilat, Martin, Neruda, Roman

Année:

2012

Langue:

english

Fichier:

PDF, 744 KB

english, 2012

32

[IEEE 2009 21st IEEE International Conference on Tools with Artificial Intelligence (ICTAI) - Newark, New Jersey, USA (2009.11.2-2009.11.4)] 2009 21st IEEE International Conference on Tools with Artificial Intelligence - Description, Composition, and Decision Support for Multiagent Computational Systems

Année:

2009

Langue:

english

Fichier:

PDF, 231 KB

english, 2009

33

[IEEE 2008 IEEE Sixth European Conference on Web Services (ECOWS) - Dublin, Ireland (2008.11.12-2008.11.14)] 2008 Sixth European Conference on Web Services - Towards Extending Service Discovery with Automated Composition Capabilities

Vaculin, Roman, Neruda, Roman, Sycara, Katia

Année:

2008

Langue:

english

Fichier:

PDF, 377 KB

english, 2008

34

[IEEE 2008 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology - Sydney, Australia (2008.12.9-2008.12.12)] 2008 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology - Hybrid Search Methods for Automatic Discovery of Computational Agent Schemes

Année:

2008

Langue:

english

Fichier:

PDF, 296 KB

english, 2008

35

[IEEE 2007 IEEE Congress on Evolutionary Computation - Singapore (2007.09.25-2007.09.28)] 2007 IEEE Congress on Evolutionary Computation - Evolving neural network which control a robotic agent

Année:

2007

Langue:

english

Fichier:

PDF, 236 KB

english, 2007

36

[IEEE 2007 IEEE Congress on Evolutionary Computation - Singapore (2007.09.25-2007.09.28)] 2007 IEEE Congress on Evolutionary Computation - Hybrid evolutionary algorithm for multilayer perceptron networks with competitive performance

Année:

2007

Langue:

english

Fichier:

PDF, 243 KB

english, 2007

37

[IEEE 2008 10th International Conference on Control, Automation, Robotics and Vision (ICARCV) - Hanoi, Vietnam (2008.12.17-2008.12.20)] 2008 10th International Conference on Control, Automation, Robotics and Vision - Evolutionary trained radial basis function networks for robot control

Vidnerova, Petra, Slusny, Stanislav, Neruda, Roman

Année:

2008

Langue:

english

Fichier:

PDF, 304 KB

english, 2008

38

[IEEE 2010 Second International Conference on Computer and Network Technology - Bangkok, Thailand (2010.04.23-2010.04.25)] 2010 Second International Conference on Computer and Network Technology - Ontology Description of Jade Computational Agents in OWL-DL

Année:

2010

Langue:

english

Fichier:

PDF, 339 KB

english, 2010

39

[IEEE 2013 IEEE Conference on Cybernetics and Intelligent Systems (CIS) - Manila, Philippines (2013.11.12-2013.11.15)] 2013 IEEE Conference on Cybernetics and Intelligent Systems (CIS) - Evolutionary optimization of meta data metric for method recommendation

Kazik, Ondrej, Smid, Jakub, Neruda, Roman

Année:

2013

Langue:

english

Fichier:

PDF, 114 KB

english, 2013

40

[IEEE 18th International Conference on Database and Expert Systems Applications (DEXA 2007) - Regensburg, Germany (2007.09.3-2007.09.7)] 18th International Conference on Database and Expert Systems Applications (DEXA 2007) - Variants of Memetic And Hybrid Learning of Perceptron Networks

Neruda, Roman, Slusny, Stanislav

Année:

2007

Langue:

english

Fichier:

PDF, 130 KB

english, 2007

41

[Lecture Notes in Computer Science] Artificial Neural Networks - ICANN 2008 Volume 5163 || Image Classification by Histogram Features Created with Learning Vector Quantization

Kůrková, Véra, Neruda, Roman, Koutník, Jan

Année:

2008

Langue:

english

Fichier:

PDF, 334 KB

english, 2008

42

[IEEE 2014 IEEE Congress on Evolutionary Computation (CEC) - Beijing, China (2014.7.6-2014.7.11)] 2014 IEEE Congress on Evolutionary Computation (CEC) - Generating lambda term individuals in typed genetic programming using forgetful A∗

Kren, Tomas, Neruda, Roman

Année:

2014

Langue:

english

Fichier:

PDF, 773 KB

english, 2014

43

[IEEE 2011 IEEE Congress on Evolutionary Computation (CEC) - New Orleans, LA, USA (2011.06.5-2011.06.8)] 2011 IEEE Congress of Evolutionary Computation (CEC) - ASM-MOMA: Multiobjective memetic algorithm with aggregate surrogate model

Pilat, Martin, Neruda, Roman

Année:

2011

Langue:

english

Fichier:

PDF, 175 KB

english, 2011

44

[IEEE 2011 11th International Conference on Hybrid Intelligent Systems (HIS 2011) - Melacca, Malaysia (2011.12.5-2011.12.8)] 2011 11th International Conference on Hybrid Intelligent Systems (HIS) - Improving many-objective optimizers with aggregate meta-models

Pilat, Martin, Neruda, Roman

Année:

2011

Langue:

english

Fichier:

PDF, 174 KB

english, 2011

45

[IEEE 2014 IEEE Congress on Evolutionary Computation (CEC) - Beijing, China (2014.7.6-2014.7.11)] 2014 IEEE Congress on Evolutionary Computation (CEC) - The effect of different local search algorithms on the performance of multi-objective optimizers

Pilat, Martin, Neruda, Roman

Année:

2014

Langue:

english

Fichier:

PDF, 376 KB

english, 2014

46

[IEEE 2010 IEEE Congress on Evolutionary Computation (CEC) - Barcelona, Spain (2010.07.18-2010.07.23)] IEEE Congress on Evolutionary Computation - Combining multiobjective and single-objective genetic algorithms in heterogeneous island model

Pilat, Martin, Neruda, Roman

Année:

2010

Langue:

english

Fichier:

PDF, 564 KB

english, 2010

47

[Lecture Notes in Computer Science] Artificial Neural Networks - ICANN 2008 Volume 5163 || Identifying Single Source Data for Mixing Matrix Estimation in Instantaneous Blind Source Separation

Kůrková, Véra, Neruda, Roman, Koutník, Jan

Année:

2008

Langue:

english

Fichier:

PDF, 940 KB

english, 2008

48

[Lecture Notes in Computer Science] Artificial Neural Networks - ICANN 2008 Volume 5163 || Natural Conjugate Gradient on Complex Flag Manifolds for Complex Independent Subspace Analysis

Kůrková, Véra, Neruda, Roman, Koutník, Jan

Année:

2008

Langue:

english

Fichier:

PDF, 595 KB

english, 2008

49

[Lecture Notes in Computer Science] Artificial Neural Networks - ICANN 2008 Volume 5164 || Neural Network Training with Extended Kalman Filter Using Graphics Processing Unit

Kůrková, Véra, Neruda, Roman, Koutník, Jan

Année:

2008

Langue:

english

Fichier:

PDF, 291 KB

english, 2008

50

[Lecture Notes in Computer Science] Artificial Neural Networks - ICANN 2008 Volume 5164 || Tempotron-Like Learning with ReSuMe

Kůrková, Véra, Neruda, Roman, Koutník, Jan

Année:

2008

Langue:

english

Fichier:

PDF, 195 KB

english, 2008