Pavel Kordík
Pavel Kordík
Czech Technical University in Prague, Faculty of Information Technology
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Selecting representative data sets
T Borovicka, M Jirina Jr, P Kordik, M Jirina
Advances in data mining knowledge discovery and applications 12, 43-70, 2012
Meta-learning approach to neural network optimization
P Kordík, J Koutník, J Drchal, O Kovářík, M Čepek, M Šnorek
Neural Networks 23 (4), 568-582, 2010
The age at death assessment in a multi-ethnic sample of pelvic bones using nature-inspired data mining methods
Z Buk, P Kordik, J Bruzek, A Schmitt, M Snorek
Forensic Science International 220 (1-3), 294. e1-294. e9, 2012
Discovering predictive ensembles for transfer learning and meta-learning
P Kordík, J Černý, T Frýda
Machine learning 107 (1), 177-207, 2018
Neural turing machine for sequential learning of human mobility patterns
J Tkačík, P Kordík
2016 International joint conference on neural networks (IJCNN), 2790-2797, 2016
Chameleon 2: an improved graph-based clustering algorithm
T Barton, T Bruna, P Kordik
ACM Transactions on Knowledge Discovery from Data (TKDD) 13 (1), 1-27, 2019
A new diagonal blocking format and model of cache behavior for sparse matrices
P Tvrdík, I Šimeček
Parallel Processing and Applied Mathematics: 6th International Conference …, 2006
School children dyslexia analysis using self organizing maps
D Novak, P Kordik, M Macas, M Vyhnalek, R Brzezny, L Lhotska
The 26th Annual International Conference of the IEEE Engineering in Medicine …, 2004
Transfer learning based few-shot classification using optimal transport mapping from preprocessed latent space of backbone neural network
T Chobola, D Vašata, P Kordík
AAAI Workshop on Meta-Learning and MetaDL Challenge, 29-37, 2021
Reducing cold start problems in educational recommender systems
S Kuznetsov, P Kordík, T Řehořek, J Dvořák, P Kroha
2016 International Joint Conference on Neural Networks (IJCNN), 3143-3149, 2016
Comparison of several classifiers to evaluate endocardial electrograms fractionation in human
V Kfemen, P Kordík, L Lhotská
2009 Annual International Conference of the IEEE Engineering in Medicine and …, 2009
Supervised two-step feature extraction for structured representation of text data
O Háva, M Skrbek, P Kordík
Simulation Modelling Practice and Theory 33, 132-143, 2013
Deep variational autoencoder with shallow parallel path for top-N recommendation (VASP)
V Vančura, P Kordík
International Conference on Artificial Neural Networks, 138-149, 2021
Active subsurface structures at Fayoum-Cairo district, Northern Western Desert, Egypt, as deduced from magnetic data
L BRIMICH, A Khalil, P KORDÍK, M Mekkawi, ELB Mohamed, MK Refai, ...
Contributions to Geophysics and Geodesy 41 (4), 329-351, 2011
Building automation simulator and control strategy for intelligent and energy efficient home
P Kordík, M Hasaj, M Tvrdý, M Šnorek
2009 Third UKSim European Symposium on Computer Modeling and Simulation, 154-159, 2009
GAME–hybrid self-organizing modeling system based on GMDH
P Kordík
Hybrid self-organizing modeling systems, 233-280, 2009
Scalable linear shallow autoencoder for collaborative filtering
V Vančura, R Alves, P Kasalický, P Kordík
Proceedings of the 16th ACM Conference on Recommender Systems, 604-609, 2022
Interpretation of geophysical data at EL Fayoum—Dahshour Area, Egypt using three dimensional models
AK Abdel Kader, P Kordik, A Khalil, M Mekkawi, M El-Bohoty, T Rabeh, ...
Arabian Journal for Science and Engineering 38, 1769-1784, 2013
Self-organization of supervised models
P Kordík, J Černý
Meta-Learning in Computational Intelligence, 179-223, 2011
Modified GMDH method and models quality evaluation by visualization
P Kordík, P Náplava, M Snorek, M Genyk-Berezovskyj
Control Systems and Computers 2, 68-75, 2003
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