Tree-Based Indirect Encodings for Evolutionary Development of Neural Networks. - Jan Drchal; Miroslav Snorek (ICANN (2), 2008)

HyperNEAT controlled robots learn how to drive on roads in simulated environment. - Jan Drchal; Jan Koutník; Miroslav Snorek (IEEE Congress on Evolutionary Computation, 2009)

Combining Multiple Inputs in HyperNEAT Mobile Agent Controller. - Jan Drchal; Ondrej Kapral; Jan Koutník; Miroslav Snorek (ICANN (2), 2009)

Meta-learning approach to neural network optimization. - Pavel Kordík; Jan Koutník; Jan Drchal; Oleg Kovárík; Miroslav Cepek; Miroslav Snorek (Neural Networks, 2010)

Distance measures for HyperGP with fitness sharing. - Jan Drchal; Miroslav Snorek (GECCO, 2012)

Genetic Programming of Augmenting Topologies for Hypercube-Based Indirect Encoding of Artificial Neural Networks. - Jan Drchal; Miroslav Snorek (SOCO, 2012)

Data Driven Validation Framework for Multi-agent Activity-Based Models. - Jan Drchal; Michal Certický; Michal Jakob (MABS, 2015)

Fully agent-based simulation model of multimodal mobility in European cities. - Michal Certický; Jan Drchal; Marek Cuchý; Michal Jakob (MT-ITS, 2015)

Liftago On-Demand Transport Dataset and Market Formation Algorithm Based on Machine Learning. - Jan Mrkos; Jan Drchal; Malcolm Egan; Michal Jakob (CoRR, 2016)

VALFRAM: Validation Framework for Activity-Based Models. - Jan Drchal; Michal Certický; Michal Jakob (J. Artif. Soc. Soc. Simul., 2016)

Terrain Classification with Crawling Robot Using Long Short-Term Memory Network. - Rudolf J. Szadkowski; Jan Drchal; Jan Faigl (ICANN (3), 2018)

Towards Data-Driven On-Demand Transport. - Malcolm Egan; Jan Drchal; Jan Mrkos; Michal Jakob (EAI Endorsed Trans. Ind. Networks Intell. Syst., 2018)

Basic Evaluation Scenarios for Incrementally Trained Classifiers. - Rudolf J. Szadkowski; Jan Drchal; Jan Faigl (ICANN (2), 2019)

Autoencoders Covering Space as a Life-Long Classifier. - Rudolf J. Szadkowski; Jan Drchal; Jan Faigl (WSOM+, 2019)

Fast Sequence Rejection for Multi-Goal Planning with Dubins Vehicle. - Jan Faigl; Petr Vána; Jan Drchal (IROS, 2020)

CsFEVER and CTKFacts: Czech Datasets for Fact Verification. - Jan Drchal; Herbert Ullrich; Martin Rýpar; Hana Vincourová; Václav Moravec (CoRR, 2022)

Continually trained life-long classification. - Rudolf J. Szadkowski; Jan Drchal; Jan Faigl (Neural Comput. Appl., 2022)

WiSM: Windowing Surrogate Model for Evaluation of Curvature-Constrained Tours With Dubins Vehicle. - Jan Drchal; Jan Faigl; Petr Vána (IEEE Trans. Cybern., 2022)

CsFEVER and CTKFacts: acquiring Czech data for fact verification. - Herbert Ullrich; Jan Drchal; Martin Rýpar; Hana Vincourová; Václav Moravec (Lang. Resour. Evaluation, 2023)

AIC CTU system at AVeriTeC: Re-framing automated fact-checking as a simple RAG task. - Herbert Ullrich; Tomás Mlynár; Jan Drchal (CoRR, 2024)

Pipeline and dataset generation for automated fact-checking in almost any language. - Jan Drchal; Herbert Ullrich; Tomás Mlynár; Václav Moravec (Neural Comput. Appl., 2024)

Claim Extraction for Fact-Checking: Data, Models, and Automated Metrics. - Herbert Ullrich; Tomás Mlynár; Jan Drchal (CoRR, 2025)