Pavel Kordík - RankMe

68 papers A 8B 9C 3Misc 4Journal 15Unranked 28

Year	Rank	Type	Title / Venue / Authors
2025	A	`conf`	Active Recommendation for Email Outreach Dynamics. CIKM Cenek Zid, Rodrigo Alves, Pavel Kordík
2025	C	`conf`	Bridging Global Language Models and Local Spatial Data: The JackDaw Approach to Context-Aware Agriculture and Rural Planning. FedCSIS Karel Charvát, Stein-Runar Bergheim, Raúl Palma, Adam Aron Rynkiewicz, Matús Botek, Alexander Kovalenko, Pavel Kordík, Antonín Kubícek, Markéta Kollerová, Sárka Horáková
2025	J	`jnl`	Downscaling climate projections to 1 km with single-image super resolution. CoRR Petr Kostál, Pavel Kordík, Ondrej Podsztavek
2025	J	`jnl`	Enhancing Fractional Gradient Descent with Learned Optimizers. CoRR Jan Sobotka, Petr Simánek, Pavel Kordík
2025	J	`jnl`	Improving recommendation diversity and serendipity with an ontology-based algorithm for cold start environments. Int. J. Data Sci. Anal. Stanislav Kuznetsov, Pavel Kordík
2025	A	`conf`	Mitigating Risks in Marketplace Semantic Search: A Dataset for Harmful and Sensitive Query Alignment. UMAP Filip Spacek, Vojtech Vancura, Pavel Kordík
2025	A	`ed.`	Proceedings of the Nineteenth ACM Conference on Recommender Systems, RecSys 2025, Prague, Czech Republic, September 22-26, 2025 RecSys Mária Bieliková, Pavel Kordík, Markus Schedl, Marco de Gemmis, Sole Pera, Rodrigo Alves, Olivier Jeunen, Vito Ostuni
2025	—	`conf`	Reasoning-Grounded Natural Language Explanations for Language Models. xAI (3) Vojtech Cahlík, Rodrigo Alves, Pavel Kordík
2025	J	`jnl`	Reasoning-Grounded Natural Language Explanations for Language Models. CoRR Vojtech Cahlík, Rodrigo Alves, Pavel Kordík
2025	A	`conf`	Recurrent Autoregressive Linear Model for Next-Basket Recommendation. RecSys Tereza Zmeskalová, Antoine Ledent, Martin Spisák, Pavel Kordík, Rodrigo Alves
2025	A	`conf`	The Future is Sparse: Embedding Compression for Scalable Retrieval in Recommender Systems. RecSys Petr Kasalický, Martin Spisák, Vojtech Vancura, Daniel Bohunek, Rodrigo Alves, Pavel Kordík
2025	J	`jnl`	The Future is Sparse: Embedding Compression for Scalable Retrieval in Recommender Systems. CoRR Petr Kasalický, Martin Spisák, Vojtech Vancura, Daniel Bohunek, Rodrigo Alves, Pavel Kordík
2024	A	`conf`	beeFormer: Bridging the Gap Between Semantic and Interaction Similarity in Recommender Systems. RecSys Vojtech Vancura, Pavel Kordík, Milan Straka
2024	J	`jnl`	beeFormer: Bridging the Gap Between Semantic and Interaction Similarity in Recommender Systems. CoRR Vojtech Vancura, Pavel Kordík, Milan Straka
2023	—	`conf`	Bridging Offline-Online Evaluation with a Time-dependent and Popularity Bias-free Offline Metric for Recommenders. EvalRS@KDD Petr Kasalický, Rodrigo Alves, Pavel Kordík
2023	J	`jnl`	Bridging Offline-Online Evaluation with a Time-dependent and Popularity Bias-free Offline Metric for Recommenders. CoRR Petr Kasalický, Rodrigo Alves, Pavel Kordík
2023	—	`conf`	Decorelated Weight Initialization by Backpropagation. ICANN (1) Alexander Kovalenko, Pavel Kordík
2023	—	`conf`	Overcoming the Cold-Start Problem in Recommendation Systems with Ontologies and Knowledge Graphs. ADBIS (Short Papers) Stanislav Kuznetsov, Pavel Kordík
2023	—	`conf`	Personalised Recommendations and Profile Based Re-ranking Improve Distribution of Student Opportunities. CISIS-ICEUTE Cenek Zid, Pavel Kordík, Stanislav Kuznetsov
2022	Misc	`conf`	Adapting the Size of Artificial Neural Networks Using Dynamic Auto-Sizing. CSIT Vojtech Cahlík, Pavel Kordík, Miroslav Cepek
2022	C	`conf`	Discriminant Analysis on a Stream of Features. EANN Jan Motl, Pavel Kordík
2022	B	`conf`	Learning to Optimize with Dynamic Mode Decomposition. IJCNN Petr Simánek, Daniel Vasata, Pavel Kordík
2022	J	`jnl`	Learning to Optimize with Dynamic Mode Decomposition. CoRR Petr Simánek, Daniel Vasata, Pavel Kordík
2022	Misc	`conf`	Offline evaluation of the serendipity in recommendation systems. CSIT Daniil Pastukhov, Stanislav Kuznetsov, Vojtech Vancura, Pavel Kordík
2022	A	`conf`	RepSys: Framework for Interactive Evaluation of Recommender Systems. RecSys Jan Safarík, Vojtech Vancura, Pavel Kordík
2022	A	`conf`	Scalable Linear Shallow Autoencoder for Collaborative Filtering. RecSys Vojtech Vancura, Rodrigo Alves, Petr Kasalický, Pavel Kordík
2022	C	`conf`	Trend and Seasonality Elimination from Relational Data. EANN Jan Motl, Pavel Kordík
2021	B	`conf`	Aggregate Function Generalization to Temporal Data. ICTAI Jan Motl, Pavel Kordík
2021	—	`conf`	Deep Variational Autoencoder with Shallow Parallel Path for Top-N Recommendation (VASP). ICANN (5) Vojtech Vancura, Pavel Kordík
2021	J	`jnl`	Deep Variational Autoencoder with Shallow Parallel Path for Top-N Recommendation (VASP). CoRR Vojtech Vancura, Pavel Kordík
2021	—	`conf`	Dynamic Neural Diversification: Path to Computationally Sustainable Neural Networks. ICANN (2) Alexander Kovalenko, Pavel Kordík, Magda Friedjungová
2021	J	`jnl`	Dynamic Neural Diversification: Path to Computationally Sustainable Neural Networks. CoRR Alexander Kovalenko, Pavel Kordík, Magda Friedjungová
2021	—	`conf`	Novel Data Mining-based Age-at-death Estimation Model using Adult Pubic Symphysis 3D Scans. ITAT Zdenek Buk, Michal Stepanovsky, Anezka Koterová, Jana Velemínská, Jaroslav Bruzek, Pavel Kordík
2021	B	`conf`	Stratified Cross-Validation on Multiple Columns. ICTAI Jan Motl, Pavel Kordík
2021	—	`conf`	Transfer learning based few-shot classification using optimal transport mapping from preprocessed latent space of backbone neural network. MetaDL@AAAI Tomás Chobola, Daniel Vasata, Pavel Kordík
2021	J	`jnl`	Transfer learning based few-shot classification using optimal transport mapping from preprocessed latent space of backbone neural network. CoRR Tomás Chobola, Daniel Vasata, Pavel Kordík
2019	J	`jnl`	Chameleon 2: An Improved Graph-Based Clustering Algorithm. ACM Trans. Knowl. Discov. Data Tomás Barton, Tomas Bruna, Pavel Kordík
2019	—	`conf`	Learning on a Stream of Features with Random Forest. ITAT Jan Motl, Pavel Kordík
2018	J	`jnl`	Discovering predictive ensembles for transfer learning and meta-learning. Mach. Learn. Pavel Kordík, Ján Cerný, Tomás Frýda
2018	—	`conf`	Do We Need to Observe Features to Perform Feature Selection? ITAT Jan Motl, Pavel Kordík
2018	—	`conf`	Violation of Independence of Irrelevant Alternatives in Friedman's test. ITAT Jan Motl, Pavel Kordík
2017	—	`conf`	Foreign Key Constraint Identification in Relational Databases. ITAT Jan Motl, Pavel Kordík
2017	—	`conf`	Scalability of predictive ensembles. CSIT (1) Pavel Kordík, Tomás Frýda, Miroslav Snorek, Miroslav Cepek
2016	—	`conf`	MoCham: Robust Hierarchical Clustering Based on Multi-objective Optimization. ICDM Workshops Tomás Barton, Tomas Bruna, Pavel Kordík
2016	B	`conf`	Neural Turing Machine for sequential learning of human mobility patterns. IJCNN Jan Tkacik, Pavel Kordík
2016	B	`conf`	Reducing cold start problems in educational recommender systems. IJCNN Stanislav Kuznetsov, Pavel Kordík, Tomas Rehorek, Josef Dvorak, Petr Kroha
2015	Misc	`conf`	Evaluation of Relative Indexes for Multi-objective Clustering. HAIS Tomás Barton, Pavel Kordík
2015	—	`conf`	Mining Skills from Educational Data for Project Recommendations. CISIS-ICEUTE Pavel Kordík, Stanislav Kuznetsov
2015	—	`conf`	Using Multi-Objective Optimization for the Selection of Ensemble Members. ITAT Tomás Barton, Pavel Kordík
2014	—	`conf`	Building predictive models in two stages with meta-learning templates optimized by genetic programming. CIEL Pavel Kordík, Ján Cerný
2013	J	`jnl`	Supervised two-step feature extraction for structured representation of text data. Simul. Model. Pract. Theory Ondrej Hava, Miroslav Skrbek, Pavel Kordík
2012	—	`conf`	A Soft Computing Approach to Knowledge Flow Synthesis and Optimization. SOCO Tomas Rehorek, Pavel Kordík
2012	—	`conf`	Contextual Latent Semantic Networks used for Document Classification. KDIR Ondrej Hava, Miroslav Skrbek, Pavel Kordík
2012	—	`conf`	Document classification with supervised latent feature selection. WIMS Ondrej Hava, Miroslav Skrbek, Pavel Kordík
2012	—	`conf`	Encoding Time Series Data for Better Clustering Results. CISIS/ICEUTE/SOCO Special Sessions Tomás Barton, Pavel Kordík
2012	B	`conf`	Max-min ant system with linear memory complexity. IEEE Congress on Evolutionary Computation Oleg Kovárík, Pavel Kordík
2012	B	`conf`	On performance of meta-learning templates on different datasets. IJCNN Pavel Kordík, Ján Cerný
2011	—	`ch.`	Self-organization of Supervised Models. Meta-Learning in Computational Intelligence Pavel Kordík, Ján Cerný
2010	J	`jnl`	Meta-learning approach to neural network optimization. Neural Networks Pavel Kordík, Jan Koutník, Jan Drchal, Oleg Kovárík, Miroslav Cepek, Miroslav Snorek
2009	—	`conf`	Building Automation Simulator and Control Strategy for Intelligent and Energy Efficient Home. EMS Pavel Kordík, Martin Hasaj, Marek Tvrdy, Miroslav Snorek
2008	—	`conf`	Analysis of Vestibular-Ocular Reflex by Evolutionary Framework. ICANN (1) Daniel Novák, Ales Pilný, Pavel Kordík, Stefan Holiga, Petr Posík, R. Cerný, Richard Brzezny
2008	—	`conf`	Feature Ranking Derived from Data Mining Process. ICANN (2) Ales Pilný, Pavel Kordík, Miroslav Snorek
2008	—	`conf`	Fetal Weight Prediction Models: Standard Techniques or Computational Intelligence Methods?. ICANN (1) Tomás Siegl, Pavel Kordík, Miroslav Snorek, Pavel Calda
2008	—	`conf`	The GAME Algorithm Applied to Complex Fractionated Atrial Electrograms Data Set. ICANN (2) Pavel Kordík, Václav Kremen, Lenka Lhotská
2007	Misc	`conf`	Visualization techniques utilizing the sensitivity analysis of models. WSC Ivo Kondapaneni, Pavel Kordík, Pavel Slavík
2006	B	`conf`	Evolutionary Search for Interesting Behavior of Neural Network Ensembles. IJCNN Pavel Kordík, Jan Saidl, Miroslav Snorek
2005	—	`conf`	Ensemble Techniques for Credibility Estimation of GAME Models. ICANN (2) Pavel Kordík, Miroslav Snorek
2004	B	`conf`	Hybrid inductive models: deterministic crowding employed. IJCNN Pavel Kordík, Miroslav Snorek, Marko Genyk-Berezovskyj