Sebastian Stawicki

According to our database, Sebastian Stawicki authored at least 27 papers between 2010 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

A practical study of methods for deriving insightful attribute importance rankings using decision bireducts.

Andrzej Janusz, Dominik Slezak, Sebastian Stawicki, Krzysztof Stencel

Inf. Sci., October, 2023

Reducts in Rough Sets: Algorithmic Insights, Open Source Libraries and Applications (Tutorial - Extended Abstract).

Andrzej Janusz, Sebastian Stawicki

Proceedings of the 18th Conference on Computer Science and Intelligence Systems, 2023

2020

The Problem of Finding the Simplest Classifier Ensemble is NP-Hard - A Rough-Set-Inspired Formulation Based on Decision Bireducts.

Dominik Slezak, Sebastian Stawicki

Proceedings of the Rough Sets - International Joint Conference, 2020

Reinventing Infobright's Concept of Rough Calculations on Granulated Tables for the Purpose of Accelerating Modern Data Processing Frameworks.

Mateusz Wnuk, Sebastian Stawicki, Dominik Slezak

Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

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.

Dominik Slezak, Marek Grzegorowski, Andrzej Janusz, Michal Kozielski, Sinh Hoa Nguyen, Marek Sikora, Sebastian Stawicki, Lukasz Wróbel

Inf. Sci., 2018

SENSEI: An Intelligent Advisory System for the eSport Community and Casual Players.

Andrzej Janusz, Dominik Slezak, Sebastian Stawicki, Krzysztof Stencel

Proceedings of the 2018 IEEE/WIC/ACM International Conference on Web Intelligence, 2018

How 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

Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems. Theory and Foundations, 2018

2017

Decision bireducts and decision reducts - a comparison.

Sebastian Stawicki, Dominik Slezak, Andrzej Janusz, Sebastian Widz

Int. J. Approx. Reason., 2017

Toward Interactive Attribute Selection with Infolattices - A Position Paper.

Dominik Slezak, Marek Grzegorowski, Andrzej Janusz, Sebastian Stawicki

Proceedings of the Rough Sets - International Joint Conference, 2017

A Metadata Diagnostic Framework for a New Approximate Query Engine Working with Granulated Data Summaries.

Agnieszka Chadzynska-Krasowska, Sebastian Stawicki, Dominik Slezak

Proceedings of the Rough Sets - International Joint Conference, 2017

2016

Generalized Majority Decision Reducts.

Sebastian Widz, Sebastian Stawicki

Proceedings of the 2016 Federated Conference on Computer Science and Information Systems, 2016

2015

Rough Set Tools for Practical Data Exploration.

Andrzej Janusz, Sebastian Stawicki, Marcin S. Szczuka, Dominik Slezak

Proceedings of the Rough Sets and Knowledge Technology - 10th International Conference, 2015

Mining Data from Coal Mines: IJCRS'15 Data Challenge.

Andrzej Janusz, Marek Sikora, Lukasz Wróbel, Sebastian Stawicki, Marek Grzegorowski, Piotr Wojtas, Dominik Slezak

Proceedings of the Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing, 2015

Window-Based Feature Engineering for Prediction of Methane Threats in Coal Mines.

Marek Grzegorowski, Sebastian Stawicki

Proceedings of the Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing, 2015

Window-based feature extraction framework for multi-sensor data: A posture recognition case study.

Marek Grzegorowski, Sebastian Stawicki

Proceedings of the 2015 Federated Conference on Computer Science and Information Systems, 2015

Knowledge Pit - A Data Challenge Platform.

Andrzej Janusz, Dominik Slezak, Sebastian Stawicki, Mariusz Rosiak

Proceedings of the 24th International Workshop on Concurrency, 2015

2014

SQL-Based KDD with Infobright's RDBMS: Attributes, Reducts, Trees.

Jakub Wroblewski, Sebastian Stawicki

Proceedings of the Rough Sets and Intelligent Systems Paradigms, 2014

Adaptive Learning for Improving Semantic Tagging of Scientific Articles.

Andrzej Janusz, Sebastian Stawicki, Hung Son Nguyen

Proceedings of the 2014 Federated Conference on Computer Science and Information Systems, 2014

Key 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

Proceedings of the 2014 Federated Conference on Computer Science and Information Systems, 2014

2013

Recent Advances in Decision Bireducts: Complexity, Heuristics and Streams.

Sebastian Stawicki, Dominik Slezak

Proceedings of the Rough Sets and Knowledge Technology - 8th International Conference, 2013

2012

Semantic Recognition of Digital Documents.

Pawel Betlinski, Pawel Góra, Kamil Herba, Tuan Trung Nguyen, Sebastian Stawicki

Proceedings of the Intelligent Tools for Building a Scientific Information Platform, 2012

JRS'2012 Data Mining Competition: Topical Classification of Biomedical Research Papers.

Andrzej Janusz, Hung Son Nguyen, Dominik Slezak, Sebastian Stawicki, Adam Krasuski

Proceedings of the Rough Sets and Current Trends in Computing, 2012

Decision Bireducts and Approximate Decision Reducts: Comparison of Two Approaches to Attribute Subset Ensemble Construction.

Sebastian Stawicki, Sebastian Widz

Proceedings of the Federated Conference on Computer Science and Information Systems, 2012

SQL-Based Heuristics for Selected KDD Tasks over Large Data Sets.

Marcin Kowalski, Sebastian Stawicki

Proceedings of the Federated Conference on Computer Science and Information Systems, 2012

SONCA: Scalable Semantic Processing of Rapidly Growing Document Stores.

Marek Grzegorowski, Przemyslaw Wiktor Pardel, Sebastian Stawicki, Krzysztof Stencel

Proceedings of the New Trends in Databases and Information Systems, 2012

2011

Applications of Approximate Reducts to the Feature Selection Problem.

Andrzej Janusz, Sebastian Stawicki

Proceedings of the Rough Sets and Knowledge Technology - 6th International Conference, 2011

2010

TunedIT.org: System for Automated Evaluation of Algorithms in Repeatable Experiments.

Marcin Wojnarski, Sebastian Stawicki, Piotr Wojnarowski

Proceedings of the Rough Sets and Current Trends in Computing, 2010