TunedIT.org: System for Automated Evaluation of Algorithms in Repeatable Experiments. - Marcin Wojnarski; Sebastian Stawicki; Piotr Wojnarowski (RSCTC, 2010)

Applications of Approximate Reducts to the Feature Selection Problem. - Andrzej Janusz; Sebastian Stawicki (RSKT, 2011)

SONCA: Scalable Semantic Processing of Rapidly Growing Document Stores. - Marek Grzegorowski; Przemyslaw Wiktor Pardel; Sebastian Stawicki; Krzysztof Stencel (ADBIS Workshops, 2012)

SQL-Based Heuristics for Selected KDD Tasks over Large Data Sets. - Marcin Kowalski; Sebastian Stawicki (FedCSIS, 2012)

Decision Bireducts and Approximate Decision Reducts: Comparison of Two Approaches to Attribute Subset Ensemble Construction. - Sebastian Stawicki; Sebastian Widz (FedCSIS, 2012)

JRS'2012 Data Mining Competition: Topical Classification of Biomedical Research Papers. - Andrzej Janusz; Hung Son Nguyen; Dominik Slezak; Sebastian Stawicki; Adam Krasuski (RSCTC, 2012)

Semantic Recognition of Digital Documents. - Pawel Betlinski; Pawel Góra; Kamil Herba; Tuan Trung Nguyen; Sebastian Stawicki (Intelligent Tools for Building a Scientific Information Platform, 2012)

Recent Advances in Decision Bireducts: Complexity, Heuristics and Streams. - Sebastian Stawicki; Dominik Slezak (RSKT, 2013)

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 (FedCSIS, 2014)

Adaptive Learning for Improving Semantic Tagging of Scientific Articles. - Andrzej Janusz; Sebastian Stawicki; Hung Son Nguyen (FedCSIS, 2014)

SQL-Based KDD with Infobright's RDBMS: Attributes, Reducts, Trees. - Jakub Wroblewski; Sebastian Stawicki (RSEISP, 2014)

Knowledge Pit - A Data Challenge Platform. - Andrzej Janusz; Dominik Slezak; Sebastian Stawicki; Mariusz Rosiak (CS&P, 2015)

Window-based feature extraction framework for multi-sensor data: A posture recognition case study. - Marek Grzegorowski; Sebastian Stawicki (FedCSIS, 2015)

Window-Based Feature Engineering for Prediction of Methane Threats in Coal Mines. - Marek Grzegorowski; Sebastian Stawicki (RSFDGrC, 2015)

Mining Data from Coal Mines: IJCRS'15 Data Challenge. - Andrzej Janusz; Marek Sikora; Lukasz Wróbel; Sebastian Stawicki; Marek Grzegorowski; Piotr Wojtas; Dominik Slezak (RSFDGrC, 2015)

Rough Set Tools for Practical Data Exploration. - Andrzej Janusz; Sebastian Stawicki; Marcin S. Szczuka; Dominik Slezak (RSKT, 2015)

Generalized Majority Decision Reducts. - Sebastian Widz; Sebastian Stawicki (FedCSIS, 2016)

A Metadata Diagnostic Framework for a New Approximate Query Engine Working with Granulated Data Summaries. - Agnieszka Chadzynska-Krasowska; Sebastian Stawicki; Dominik Slezak (IJCRS (1), 2017)

Toward Interactive Attribute Selection with Infolattices - A Position Paper. - Dominik Slezak; Marek Grzegorowski; Andrzej Janusz; Sebastian Stawicki (IJCRS (2), 2017)

Decision bireducts and decision reducts - a comparison. - Sebastian Stawicki; Dominik Slezak; Andrzej Janusz; Sebastian Widz (Int. J. Approx. Reason., 2017)

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 (IPMU (2), 2018)

SENSEI: An Intelligent Advisory System for the eSport Community and Casual Players. - Andrzej Janusz; Dominik Slezak; Sebastian Stawicki; Krzysztof Stencel (WI, 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)

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 (IEEE BigData, 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 (IJCRS, 2020)

Reducts in Rough Sets: Algorithmic Insights, Open Source Libraries and Applications (Tutorial - Extended Abstract). - Andrzej Janusz; Sebastian Stawicki (FedCSIS, 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., 2023)

IEEE Big Data Cup 2024 Report: Predicting Chess Puzzle Difficulty at KnowledgePit.ai. - Jan Zysko; Maciej Swiechowski; Sebastian Stawicki; Katarzyna Jagiela; Andrzej Janusz; Dominik Slezak (IEEE Big Data, 2024)