Jan Drchal

Publication Activity (10 Years)

Years Active: 2008-2023
Publications (10 Years): 16

Top Topics

Trained Classifiers

Mathematical Framework

Synthetic Datasets

Top Venues

IEEE Trans. Cybern.

Publications

Herbert Ullrich, Jan Drchal, Martin Rýpar, Hana Vincourová, Václav Moravec
CsFEVER and CTKFacts: acquiring Czech data for fact verification. Lang. Resour. Evaluation 57 (4) (2023)
Jan Drchal, Herbert Ullrich, Tomás Mlynár, Václav Moravec
Pipeline and Dataset Generation for Automated Fact-checking in Almost Any Language. CoRR (2023)
Jan Drchal, Jan Faigl, Petr Vána
WiSM: Windowing Surrogate Model for Evaluation of Curvature-Constrained Tours With Dubins Vehicle. IEEE Trans. Cybern. 52 (2) (2022)
Rudolf J. Szadkowski, Jan Drchal, Jan Faigl
Continually trained life-long classification. Neural Comput. Appl. 34 (1) (2022)
Jan Drchal, Herbert Ullrich, Martin Rýpar, Hana Vincourová, Václav Moravec
CsFEVER and CTKFacts: Czech Datasets for Fact Verification. CoRR (2022)
Jan Faigl, Petr Vána, Jan Drchal
Fast Sequence Rejection for Multi-Goal Planning with Dubins Vehicle. IROS (2020)
Jan Drchal, Jan Faigl, Petr Vána
WiSM: Windowing Surrogate Model for Evaluation of Curvature-Constrained Tours with Dubins vehicle. CoRR (2020)
Rudolf J. Szadkowski, Jan Drchal, Jan Faigl
Autoencoders Covering Space as a Life-Long Classifier. WSOM+ (2019)
Rudolf J. Szadkowski, Jan Drchal, Jan Faigl
Basic Evaluation Scenarios for Incrementally Trained Classifiers. ICANN (2) (2019)
Malcolm Egan, Jan Drchal, Jan Mrkos, Michal Jakob
Towards Data-Driven On-Demand Transport. EAI Endorsed Trans. Ind. Networks Intell. Syst. 5 (14) (2018)
Rudolf J. Szadkowski, Jan Drchal, Jan Faigl
Terrain Classification with Crawling Robot Using Long Short-Term Memory Network. ICANN (3) (2018)
Jan Drchal, Michal Certický, Michal Jakob
VALFRAM: Validation Framework for Activity-Based Models. J. Artif. Soc. Soc. Simul. 19 (3) (2016)
Jan Mrkos, Jan Drchal, Malcolm Egan, Michal Jakob
Liftago On-Demand Transport Dataset and Market Formation Algorithm Based on Machine Learning. CoRR (2016)
Jan Drchal, Michal Certický, Michal Jakob
Data Driven Validation Framework for Multi-agent Activity-based Models. CoRR (2015)
Jan Drchal, Michal Certický, Michal Jakob
Data Driven Validation Framework for Multi-agent Activity-Based Models. MABS (2015)
Michal Certický, Jan Drchal, Marek Cuchý, Michal Jakob
Fully agent-based simulation model of multimodal mobility in European cities. MT-ITS (2015)
Jan Drchal, Miroslav Snorek
Distance measures for HyperGP with fitness sharing. GECCO (2012)
Jan Drchal, Miroslav Snorek
Genetic Programming of Augmenting Topologies for Hypercube-Based Indirect Encoding of Artificial Neural Networks. SOCO (2012)
Pavel Kordík, Jan Koutník, Jan Drchal, Oleg Kovárík, Miroslav Cepek, Miroslav Snorek
Meta-learning approach to neural network optimization. Neural Networks 23 (4) (2010)
Jan Drchal, Jan Koutník, Miroslav Snorek
HyperNEAT controlled robots learn how to drive on roads in simulated environment. IEEE Congress on Evolutionary Computation (2009)
Jan Drchal, Ondrej Kapral, Jan Koutník, Miroslav Snorek
Combining Multiple Inputs in HyperNEAT Mobile Agent Controller. ICANN (2) (2009)
Jan Drchal, Miroslav Snorek
Tree-Based Indirect Encodings for Evolutionary Development of Neural Networks. ICANN (2) (2008)