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 | 133 | 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 | 66 | 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 | 60 | 2012 |
Discovering predictive ensembles for transfer learning and meta-learning P Kordík, J Černý, T Frýda Machine learning 107 (1), 177-207, 2018 | 36 | 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 | 34 | 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 | 32 | 2019 |
Advances in data mining knowledge discovery and applications T Borovicka, M Jirina, P Kordik, M Jirina, A Karahoca Selecting Representative Data Sets, 43-70, 2012 | 27 | 2012 |
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 | 23 | 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 | 22 | 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 | 21 | 2021 |
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 | 17 | 2009 |
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 | 16 | 2016 |
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 | 16 | 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 | 15 | 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 | 14 | 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 | 13 | 2009 |
GAME–hybrid self-organizing modeling system based on GMDH P Kordík Hybrid self-organizing modeling systems, 233-280, 2009 | 13 | 2009 |
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 | 13 | 2003 |
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 | 12 | 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 | 12 | 2013 |