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Dominik Slezak

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

45

Venues

16

Active years

1997–2025

Best venue rank

A*

Where they publish

Papers

45 indexed papers, newest first.

YearVenueTitleAuthors
2025FedCSISFedCSIS 2025 knowledgepit.ai Competition: Predicting Chess Puzzle Difficulty Part 2 & A Step Toward Uncertainty Contests.Jan Zysko, Michal Slezak, Dominik Slezak, Maciej Swiechowski
2024FedCSISQEDrants - Data Quality Quadrants for Business Users and Decision-Makers.Alina Powala, Dominik Slezak
2024FedCSISPredicting Stock Trends Using Common Financial Indicators: A Summary of FedCSIS 2024 Data Science Challenge Held on KnowledgePit.ai Platform.Aleksandar M. Rakicevic, Pavle D. Milosevic, Ivana T. Dragovic, Ana M. Poledica, Milica M. Zukanovic, Andrzej Janusz, Dominik Slezak
2023ECAIRobust Assignment of Labels for Active Learning with Sparse and Noisy Annotations.Daniel Kaluza, Andrzej Janusz, Dominik Slezak
2022FedCSISKnowledgePit Meets BrightBox: A Step Toward Insightful Investigation of the Results of Data Science Competitions.Andrzej Janusz, Dominik Slezak
2022FedCSISRough Sets Turn 40: From Information Systems to Intelligent Systems.Andrzej Skowron, Dominik Slezak
2020FedCSISNetwork Device Workload Prediction: A Data Mining Challenge at Knowledge Pit.Andrzej Janusz, Mateusz Przyborowski, Piotr Biczyk, Dominik Slezak
2020FedCSISIntroducing LogDL - Log Description Language for Insights from Complex Data.Maciej Swiechowski, Dominik Slezak
2020ICSoftIntroducing AI/ML Components into Software Systems.Dominik Slezak
2018FedCSISToward an Intelligent HS Deck Advisor: Lessons Learned from AAIA'18 Data Mining Competition.Andrzej Janusz, Tomasz Tajmajer, Maciej Swiechowski, Lukasz Grad, Jacek Puczniewski, Dominik Slezak
2018ICDMUtilizing Hybrid Information Sources to Learn Representations of Cards in Collectible Card Video Games.Andrzej Janusz, Lukasz Grad, Dominik Slezak
2018ICDMGranular Games in Real-Time Environment.Maciej Swiechowski, Dominik Slezak
2018IPMUHow to Match Jobs and Candidates - A Recruitment Support System Based on Feature Engineering and Advanced Analytics.Andrzej Janusz, Sebastian Stawicki, Michal Drewniak, Krzysztof Ciebiera, Dominik Slezak, Krzysztof Stencel
2018SMCInvestigating Similarity between Hearthstone Cards: Text Embeddings and Interchangeability Approaches.Andrzej Janusz, Dominik Slezak
2018WWWToward Approximate Intelligence: Approximate Query Engines & Approximate Data Exploration.Dominik Slezak
2017EUSFLATLearning in Comparator Networks.Lukasz Sosnowski, Dominik Slezak
2017ISMISISMIS 2017 Data Mining Competition: Trading Based on Recommendations.Mathurin Ach, Andrzej Janusz, Kamil Zbikowski, Dominik Slezak, Marzena Kryszkiewicz, Henryk Rybinski, Piotr Gawrysiak
2017ISMISScalable Machine Learning with Granulated Data Summaries: A Case of Feature Selection.Agnieszka Chadzynska-Krasowska, Pawel Betlinski, Dominik Slezak
2016FedCSISPredicting Dangerous Seismic Events: AAIA'16 Data Mining Challenge.Andrzej Janusz, Dominik Slezak, Marek Sikora, Lukasz Wrbel
2015EUSFLATadelta;-information reducts and bireducts.Mara Jos Bentez-Caballero, Jess Medina, Dominik Slezak
2015FedCSISTagging Firefighter Activities at the emergency scene: Summary of AAIA'15 data mining competition at knowledge pit.Michal Meina, Andrzej Janusz, Krzysztof Rykaczewski, Dominik Slezak, Bartosz Celmer, Adam Krasuski
2015ICMLCCost-sensitive regression-based recommender system.Heng-Ru Zhang, Fan Min, Dominik Slezak, Bing Shi
2015ISMISComputation of Approximate Reducts with Dynamically Adjusted Approximation Threshold.Andrzej Janusz, Dominik Slezak
2014FedCSISKey Risk Factors for Polish State Fire Service: a Data Mining Competition at Knowledge Pit.Andrzej Janusz, Adam Krasuski, Sebastian Stawicki, Mariusz Rosiak, Dominik Slezak, Hung Son Nguyen
2014GRCComplexity aspects of multi-machine aggregations in a rough-granular computation framework.Piotr Synak, Dominik Slezak
2013FedCSISApproximate Assistance for Correlated Subqueries.Marcin Kowalski, Dominik Slezak, Piotr Synak
2013IFSAIntelligent granulation of machine-generated data.Dominik Slezak, Marcin Kowalski
2013IFSAHow deep data becomes big data.Marcin S. Szczuka, Dominik Slezak
2012ADBISGranular Knowledge Discovery Framework.Adam Krasuski, Dominik Slezak, Karol Krenski, Stanislaw Lazowy
2012FedCSISUtilization of Attribute Clustering Methods for Scalable Computation of Reducts from High-Dimensional Data.Andrzej Janusz, Dominik Slezak
2012ICFCARough Sets and FCA - Scalability Challenges.Dominik Slezak
2012IPMUManagement of Information Incompleteness in Rough Non-deterministic Information Analysis.Hiroshi Sakai, Michinori Nakata, Dominik Slezak
2012IPMURough SQL - Semantics and Execution.Dominik Slezak, Piotr Synak, Graham Toppin, Jakub Wroblewski, Janusz Borkowski
2012ISMISThe Problem of Finding the Sparsest Bayesian Network for an Input Data Set is NP-Hard.Pawel Betlinski, Dominik Slezak
2011GRCProperties on inclusion relations and division charts in non-deterministic information systems.Hitomi Okuma, Michinori Nakata, Dominik Slezak, Hiroshi Sakai
2011ISMISInjecting Domain Knowledge into RDBMS - Compression of Alphanumeric Data Attributes.Marcin Kowalski, Dominik Slezak, Graham Toppin, Arkadiusz Wojna
2010CIKMInjecting domain knowledge into a granular database engine: a position paper.Dominik Slezak, Graham Toppin
2010GRCInfobright Analytic Database Engine Using Rough Sets and Granular Computing.Dominik Slezak, Piotr Synak, Jakub Wroblewski, Graham Toppin
2009SIGMODData warehouse technology by infobright.Dominik Slezak, Victoria Eastwood
2005ISMISInteractive SOM-Based Gene Grouping: An Approach to Gene Expression Data Analysis.Alicja Gruzdz, Aleksandra Ihnatowicz, Dominik Slezak
2005ISMISAssociation Reducts: A Framework for Mining Multi-attribute Dependencies.Dominik Slezak
2003ISMISSearching for the Complex Decision Reducts: The Case Study of the Survival Analysis.Jan G. Bazan, Andrzej Skowron, Dominik Slezak, Jakub Wroblewski
2003ISMISConstructing Extensions of Bayesian Classifiers with Use of Normalizing Neural Networks.Dominik Slezak, Jakub Wroblewski, Marcin S. Szczuka
2002ISMISKDD-Based Approach to Musical Instrument Sound Recognition.Dominik Slezak, Piotr Synak, Alicja Wieczorkowska, Jakub Wroblewski
1997ISMISDecision Value Oriented Decomposition of Data Tables.Dominik Slezak