Dominik Slezak
Orcid: 0000-0003-2453-4974Affiliations:
- University of Warsaw, Institute of Informatics, Poland
- QED Software Sp. z o.o., Warsaw, Poland
- University of Warsaw, Institute of Mathematics, Poland (former)
- Infobright Inc., Warsaw, Poland (former)
- Infobright Inc., Toronto, ON, Canada (former)
- University of Regina, Sk, Canada (former)
- Polish-Japanese Academy of Information Technology, Warsaw, Poland (former)
According to our database1,
Dominik Slezak
authored at least 207 papers
between 1997 and 2024.
Collaborative distances:
Collaborative distances:
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Bibliography
2024
Int. J. Approx. Reason., February, 2024
2023
A practical study of methods for deriving insightful attribute importance rankings using decision bireducts.
Inf. Sci., October, 2023
BrightBox - A rough set based technology for diagnosing mistakes of machine learning models.
Appl. Soft Comput., July, 2023
ERCIM News, 2023
On Several New Dempster-Shafer-Inspired Uncertainty Measures Applicable for Active Learning.
Proceedings of the Rough Sets - International Joint Conference, 2023
Predicting Frags in Tactic Games at KnowledgePit.ai: ICME 2023 Grand Challenge Report.
Proceedings of the IEEE International Conference on Multimedia and Expo Workshops, 2023
Proceedings of the ECAI 2023 - 26th European Conference on Artificial Intelligence, September 30 - October 4, 2023, Kraków, Poland, 2023
IEEE BigData Cup 2023 Report: Object Recognition with Muon Tomography Using Cosmic Rays.
Proceedings of the IEEE International Conference on Big Data, 2023
2022
Learning multimodal entity representations and their ensembles, with applications in a data-driven advisory framework for video game players.
Inf. Sci., 2022
Int. J. Approx. Reason., 2022
Proceedings of the 17th Conference on Computer Science and Intelligence Systems, 2022
KnowledgePit Meets BrightBox: A Step Toward Insightful Investigation of the Results of Data Science Competitions.
Proceedings of the 17th Conference on Computer Science and Intelligence Systems, 2022
Proceedings of the IEEE International Conference on Big Data, 2022
Approximation of the expectation-maximization algorithm for Gaussian mixture models on big data.
Proceedings of the IEEE International Conference on Big Data, 2022
Proceedings of the IEEE International Conference on Big Data, 2022
Proceedings of the IEEE International Conference on Big Data, 2022
2021
Fundam. Informaticae, 2021
Cost Optimization for Big Data Workloads Based on Dynamic Scheduling and Cluster-Size Tuning.
Big Data Res., 2021
Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021
2020
J. Univers. Comput. Sci., 2020
A computational procedure for variable selection preserving different initial conditions.
Int. J. Comput. Math., 2020
Fuzzy Sets Syst., 2020
Appl. Soft Comput., 2020
Int. J. Appl. Math. Comput. Sci., 2020
The Problem of Finding the Simplest Classifier Ensemble is NP-Hard - A Rough-Set-Inspired Formulation Based on Decision Bireducts.
Proceedings of the Rough Sets - International Joint Conference, 2020
Proceedings of the Rough Sets - International Joint Conference, 2020
Proceedings of the Rough Sets - International Joint Conference, 2020
Introducing AI/ML Components into Software Systems.
Proceedings of the 15th International Conference on Software Technologies, 2020
Proceedings of the 2020 Federated Conference on Computer Science and Information Systems, 2020
Proceedings of the 2020 Federated Conference on Computer Science and Information Systems, 2020
Reinventing Infobright's Concept of Rough Calculations on Granulated Tables for the Purpose of Accelerating Modern Data Processing Frameworks.
Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020
Predicting Escalations in Customer Support: Analysis of Data Mining Challenge Results.
Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020
2019
Inf. Sci., 2019
Fundam. Informaticae, 2019
Proceedings of the Rough Sets - International Joint Conference, 2019
Scalable Cloud-based ETL for Self-serving Analytics.
Proceedings of the Advances in Data Mining, 2019
Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019
2018
A new approximate query engine based on intelligent capture and fast transformations of granulated data summaries.
J. Intell. Inf. Syst., 2018
A framework for learning and embedding multi-sensor forecasting models into a decision support system: A case study of methane concentration in coal mines.
Inf. Sci., 2018
Toward Approximate Intelligence: Approximate Query Engines & Approximate Data Exploration.
Proceedings of the Companion of the The Web Conference 2018 on The Web Conference 2018, 2018
Proceedings of the 2018 IEEE/WIC/ACM International Conference on Web Intelligence, 2018
Proceedings of the 2018 IEEE/WIC/ACM International Conference on Web Intelligence, 2018
Investigating Similarity between Hearthstone Cards: Text Embeddings and Interchangeability Approaches.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2018
Dynamic and Discernibility Characteristics of Different Attribute Reduction Criteria.
Proceedings of the Rough Sets - International Joint Conference, 2018
How to Match Jobs and Candidates - A Recruitment Support System Based on Feature Engineering and Advanced Analytics.
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems. Theory and Foundations, 2018
Ranking Mutual Information Dependencies in a Summary-based Approximate Analytics Framework.
Proceedings of the 2018 International Conference on High Performance Computing & Simulation, 2018
Proceedings of the 2018 IEEE International Conference on Data Mining Workshops, 2018
Utilizing Hybrid Information Sources to Learn Representations of Cards in Collectible Card Video Games.
Proceedings of the 2018 IEEE International Conference on Data Mining Workshops, 2018
Toward an Intelligent HS Deck Advisor: Lessons Learned from AAIA'18 Data Mining Competition.
Proceedings of the 2018 Federated Conference on Computer Science and Information Systems, 2018
Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018
Toward Machine Learning on Granulated Data - a Case of Compact Autoencoder-based Representations of Satellite Images.
Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018
2017
Int. J. Approx. Reason., 2017
Eng. Appl. Artif. Intell., 2017
Proceedings of the Rough Sets - International Joint Conference, 2017
A Metadata Diagnostic Framework for a New Approximate Query Engine Working with Granulated Data Summaries.
Proceedings of the Rough Sets - International Joint Conference, 2017
Scalable Machine Learning with Granulated Data Summaries: A Case of Feature Selection.
Proceedings of the Foundations of Intelligent Systems - 23rd International Symposium, 2017
Proceedings of the Foundations of Intelligent Systems - 23rd International Symposium, 2017
Proceedings of the Advances in Fuzzy Logic and Technology 2017 - Proceedings of: EUSFLAT-2017 - The 10th Conference of the European Society for Fuzzy Logic and Technology, September 11-15, 2017, Warsaw, Poland IWIFSGN'2017, 2017
Proceedings of the Theory and Applications of Ordered Fuzzy Numbers, 2017
Proceedings of the Theory and Applications of Ordered Fuzzy Numbers, 2017
Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017
Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017
2016
Proceedings of the 2016 Federated Conference on Computer Science and Information Systems, 2016
2015
Proceedings of the Rough Sets and Knowledge Technology - 10th International Conference, 2015
Proceedings of the Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing, 2015
Proceedings of the Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing, 2015
Proceedings of the Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing, 2015
Proceedings of the Pattern Recognition and Machine Intelligence, 2015
Computation of Approximate Reducts with Dynamically Adjusted Approximation Threshold.
Proceedings of the Foundations of Intelligent Systems - 22nd International Symposium, 2015
Proceedings of the 2015 International Conference on Machine Learning and Cybernetics, 2015
Tagging Firefighter Activities at the emergency scene: Summary of AAIA'15 data mining competition at knowledge pit.
Proceedings of the 2015 Federated Conference on Computer Science and Information Systems, 2015
adelta;-information reducts and bireducts.
Proceedings of the 2015 Conference of the International Fuzzy Systems Association and the European Society for Fuzzy Logic and Technology (IFSA-EUSFLAT-15), 2015
Proceedings of the 24th International Workshop on Concurrency, 2015
Proceedings of the 2015 IEEE International Conference on Big Data (IEEE BigData 2015), Santa Clara, CA, USA, October 29, 2015
2014
Implementing algorithms of rough set theory and fuzzy rough set theory in the R package "RoughSets".
Inf. Sci., 2014
Special section on applications of intelligent data and knowledge processing technologies - Preface.
Future Gener. Comput. Syst., 2014
Proceedings of the Rough Sets and Intelligent Systems Paradigms, 2014
Proceedings of the Rough Sets and Intelligent Systems Paradigms, 2014
Complexity aspects of multi-machine aggregations in a rough-granular computation framework.
Proceedings of the 2014 IEEE International Conference on Granular Computing, 2014
Key Risk Factors for Polish State Fire Service: a Data Mining Competition at Knowledge Pit.
Proceedings of the 2014 Federated Conference on Computer Science and Information Systems, 2014
2013
Professor Zdzisław Pawlak (1926-2006): Founder of the Polish School of Artificial Intelligence.
Proceedings of the Rough Sets and Intelligent Systems - Professor Zdzisław Pawlak in Memoriam, 2013
Two Database Related Interpretations of Rough Approximations: Data Organization and Query Execution.
Fundam. Informaticae, 2013
Proceedings of the Rough Sets and Knowledge Technology - 8th International Conference, 2013
Granular Attribute Selection: A Case Study of Rough Set Approach to MRI Segmentation.
Proceedings of the Pattern Recognition and Machine Intelligence, 2013
Proceedings of the Joint IFSA World Congress and NAFIPS Annual Meeting, 2013
Proceedings of the Joint IFSA World Congress and NAFIPS Annual Meeting, 2013
Proceedings of the 2013 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology, 2013
Approximate Assistance for Correlated Subqueries.
Proceedings of the 2013 Federated Conference on Computer Science and Information Systems, 2013
Proceedings of the Brain and Health Informatics - International Conference, 2013
2012
Proceedings of the Intelligent Tools for Building a Scientific Information Platform, 2012
Proceedings of the Intelligent Tools for Building a Scientific Information Platform, 2012
(No)SQL Platform for Scalable Semantic Processing of Fast Growing Document Repositories.
ERCIM News, 2012
IEEE Data Eng. Bull., 2012
Proceedings of the Rough Sets and Current Trends in Computing, 2012
JRS'2012 Data Mining Competition: Topical Classification of Biomedical Research Papers.
Proceedings of the Rough Sets and Current Trends in Computing, 2012
The Problem of Finding the Sparsest Bayesian Network for an Input Data Set is NP-Hard.
Proceedings of the Foundations of Intelligent Systems - 20th International Symposium, 2012
Proceedings of the Advances on Computational Intelligence, 2012
Management of Information Incompleteness in Rough Non-deterministic Information Analysis.
Proceedings of the Advances on Computational Intelligence, 2012
Proceedings of the Formal Concept Analysis - 10th International Conference, 2012
Utilization of Attribute Clustering Methods for Scalable Computation of Reducts from High-Dimensional Data.
Proceedings of the Federated Conference on Computer Science and Information Systems, 2012
A Role of (Not) Crisp Discernibility in Rough Set Approach to Numeric Feature Selection.
Proceedings of the Advanced Machine Learning Technologies and Applications, 2012
Proceedings of the Advanced Machine Learning Technologies and Applications, 2012
Proceedings of the New Trends in Databases and Information Systems, 2012
2011
Stable rule extraction and decision making in rough non-deterministic information analysis.
Int. J. Hybrid Intell. Syst., 2011
Int. J. Hybrid Intell. Syst., 2011
Proceedings of the Information Quality in e-Health, 2011
Rough-Set-Inspired Feature Subset Selection, Classifier Construction, and Rule Aggregation.
Proceedings of the Rough Sets and Knowledge Technology - 6th International Conference, 2011
Proceedings of the Rough Sets and Knowledge Technology - 6th International Conference, 2011
Proceedings of the Rough Sets, Fuzzy Sets, Data Mining and Granular Computing, 2011
Proceedings of the Rough Sets, Fuzzy Sets, Data Mining and Granular Computing, 2011
Proceedings of the Foundations of Intelligent Systems - 19th International Symposium, 2011
Properties on inclusion relations and division charts in non-deterministic information systems.
Proceedings of the 2011 IEEE International Conference on Granular Computing, 2011
Proceedings of the Future Generation Information Technology, 2011
2010
J. Intell. Inf. Syst., 2010
Is It Important Which Rough-Set-Based Classifier Extraction and Voting Criteria Are Applied Together?
Proceedings of the Rough Sets and Current Trends in Computing, 2010
Proceedings of the Rough Sets and Current Trends in Computing, 2010
Proceedings of the Rough Sets and Current Trends in Computing, 2010
Classification of Facial Photograph Sorting Performance Based on Verbal Descriptions.
Proceedings of the Rough Sets and Current Trends in Computing, 2010
Proceedings of the Second World Congress on Nature & Biologically Inspired Computing, 2010
Proceedings of the Second World Congress on Nature & Biologically Inspired Computing, 2010
Proceedings of the Integrated Uncertainty Management and Applications [revised papers from the International Symposium on Integrated Uncertainty Management and Applications, 2010
Proceedings of the 2010 IEEE International Conference on Granular Computing, 2010
Proceedings of the Advances in Software Engineering, 2010
Compound Analytics of Compound Data within RDBMS Framework - Infobright's Perspective.
Proceedings of the Future Generation Information Technology, 2010
Proceedings of the Database Theory and Application, Bio-Science and Bio-Technology, 2010
Proceedings of the Signal Processing and Multimedia, 2010
Proceedings of the 19th ACM Conference on Information and Knowledge Management, 2010
2009
Trans. Comput. Sci., 2009
Degrees of conditional (in)dependence: A framework for approximate Bayesian networks and examples related to the rough set-based feature selection.
Inf. Sci., 2009
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2009
The Lower System, the Upper System and Rules with Stability Factor in Non-deterministic Information Systems.
Proceedings of the Rough Sets, 2009
Proceedings of the Rough Sets, 2009
Multi-Level Approaches for Data Mining and Data Processing: Two Examples.
Proceedings of the 4th Indian International Conference on Artificial Intelligence, 2009
Automatic Extraction of Decision Rules from Non-deterministic Data Systems: Theoretical Foundations and SQL-Based Implementation.
Proceedings of the Database Theory and Application, 2009
Proceedings of the Future Generation Information Technology, 2009
2008
Proceedings of the Rough Sets and Knowledge Technology, Third International Conference, 2008
Proceedings of the Rough Sets and Current Trends in Computing, 2008
2007
Proceedings of the Rough Sets and Knowledge Technology, Second International Conference, 2007
Proceedings of the Rough Sets and Knowledge Technology, Second International Conference, 2007
Proceedings of the Rough Sets and Knowledge Technology, Second International Conference, 2007
Proceedings of the Rough Sets, 2007
Proceedings of the Frontiers in the Convergence of Bioscience and Information Technologies 2007, 2007
Rough Sets and Few-Objects-Many-Attributes Problem: The Case Study of Analysis of Gene Expression Data Sets.
Proceedings of the Frontiers in the Convergence of Bioscience and Information Technologies 2007, 2007
Proceedings of the Frontiers in the Convergence of Bioscience and Information Technologies 2007, 2007
2006
Inf. Syst. Frontiers, 2006
Rough neural intelligent approach for image classification: A case of patients with suspected breast cancer.
Int. J. Hybrid Intell. Syst., 2006
Proceedings of the Rough Sets and Knowledge Technology, First International Conference, 2006
Proceedings of the Rough Sets and Current Trends in Computing, 2006
Proceedings of the Advances in Hybrid Information Technology, 2006
2005
A Hybrid Approach to MR Imaging Segmentation Using Unsupervised Clustering and Approximate Reducts.
Proceedings of the Rough Sets, 2005
Proceedings of the Pattern Recognition and Machine Intelligence, 2005
Proceedings of the Pattern Recognition and Machine Intelligence, 2005
Proceedings of the Foundations of Intelligent Systems, 15th International Symposium, 2005
Proceedings of the Foundations of Intelligent Systems, 15th International Symposium, 2005
Proceedings of the Intelligent Information Processing and Web Mining, 2005
2004
Proceedings of the Rough Sets and Current Trends in Computing, 2004
Proceedings of the Rough Sets and Current Trends in Computing, 2004
Proceedings of the Rough Sets and Current Trends in Computing, 2004
Proceedings of the Monitoring, Security, and Rescue Techniques in Multiagent Systems, 2004
Proceedings of the Intelligent Media Technology for Communicative Intelligence, 2004
2003
J. Intell. Inf. Syst., 2003
Proceedings of the International Workshop on Rough Sets in Knowledge Discovery and Soft Computing, 2003
Neural Network Architecture for Synthesis of the Probabilistic Rule Based Classifiers.
Proceedings of the International Workshop on Rough Sets in Knowledge Discovery and Soft Computing, 2003
Proceedings of the Rough Sets, 2003
Constructing Extensions of Bayesian Classifiers with Use of Normalizing Neural Networks.
Proceedings of the Foundations of Intelligent Systems, 14th International Symposium, 2003
Proceedings of the Foundations of Intelligent Systems, 14th International Symposium, 2003
Problems with Automatic Classification of Musical Sounds.
Proceedings of the Intelligent Information Processing and Web Mining, 2003
Algebraic Operations on Fuzzy Numbers.
Proceedings of the Intelligent Information Processing and Web Mining, 2003
2002
Proceedings of the Rough Sets and Current Trends in Computing, 2002
Proceedings of the Rough Sets and Current Trends in Computing, 2002
Proceedings of the Foundations of Intelligent Systems, 13th International Symposium, 2002
Fuzzy Reals with Algebraic Operations: Algorithmic Approach.
Proceedings of the Intelligent Information Systems 2002, 2002
2001
Proceedings of the New Frontiers in Artificial Intelligence, 2001
Proceedings of the New Frontiers in Artificial Intelligence, 2001
2000
Normalized Decision Functions and Measures for Inconsistent Decision Tables Analysis.
Fundam. Informaticae, 2000
Proceedings of the Rough Sets and Current Trends in Computing, 2000
Application of Discernibility Tables to Calculation of Approximate Frequency Based Reducts.
Proceedings of the Rough Sets and Current Trends in Computing, 2000
1999
Proceedings of the New Directions in Rough Sets, 1999
Proceedings of the Principles of Data Mining and Knowledge Discovery, 1999
1998
Proceedings of the Rough Sets and Current Trends in Computing, 1998
1997
Proceedings of the Principles of Data Mining and Knowledge Discovery, 1997
Proceedings of the Foundations of Intelligent Systems, 10th International Symposium, 1997