Sebastian Stawicki

Publication Activity (10 Years)

Years Active: 2010-2023
Publications (10 Years): 11

Top Topics

Semantic Tagging

Feature Engineering

Scientific Articles

Top Venues

Publications

Andrzej Janusz, Dominik Slezak, Sebastian Stawicki, Krzysztof Stencel
A practical study of methods for deriving insightful attribute importance rankings using decision bireducts. Inf. Sci. 645 (2023)
Andrzej Janusz, Sebastian Stawicki
Reducts in Rough Sets: Algorithmic Insights, Open Source Libraries and Applications (Tutorial - Extended Abstract). FedCSIS (2023)
Mateusz Wnuk, Sebastian Stawicki, Dominik Slezak
Reinventing Infobright's Concept of Rough Calculations on Granulated Tables for the Purpose of Accelerating Modern Data Processing Frameworks. IEEE BigData (2020)
Dominik Slezak, Sebastian Stawicki
The Problem of Finding the Simplest Classifier Ensemble is NP-Hard - A Rough-Set-Inspired Formulation Based on Decision Bireducts. IJCRS (2020)
Dominik Slezak, Marek Grzegorowski, Andrzej Janusz, Michal Kozielski, Sinh Hoa Nguyen, Marek Sikora, Sebastian Stawicki, Lukasz Wróbel
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)
Andrzej Janusz, Sebastian Stawicki, Michal Drewniak, Krzysztof Ciebiera, Dominik Slezak, Krzysztof Stencel
How to Match Jobs and Candidates - A Recruitment Support System Based on Feature Engineering and Advanced Analytics. IPMU (2) (2018)
Andrzej Janusz, Dominik Slezak, Sebastian Stawicki, Krzysztof Stencel
SENSEI: An Intelligent Advisory System for the eSport Community and Casual Players. WI (2018)
Dominik Slezak, Marek Grzegorowski, Andrzej Janusz, Sebastian Stawicki
Toward Interactive Attribute Selection with Infolattices - A Position Paper. IJCRS (2) (2017)
Sebastian Stawicki, Dominik Slezak, Andrzej Janusz, Sebastian Widz
Decision bireducts and decision reducts - a comparison. Int. J. Approx. Reason. 84 (2017)
Agnieszka Chadzynska-Krasowska, Sebastian Stawicki, Dominik Slezak
A Metadata Diagnostic Framework for a New Approximate Query Engine Working with Granulated Data Summaries. IJCRS (1) (2017)
Sebastian Widz, Sebastian Stawicki
Generalized Majority Decision Reducts. FedCSIS (2016)
Andrzej Janusz, Sebastian Stawicki, Marcin S. Szczuka, Dominik Slezak
Rough Set Tools for Practical Data Exploration. RSKT (2015)
Andrzej Janusz, Dominik Slezak, Sebastian Stawicki, Mariusz Rosiak
Knowledge Pit - A Data Challenge Platform. CS&P (2015)
Andrzej Janusz, Marek Sikora, Lukasz Wróbel, Sebastian Stawicki, Marek Grzegorowski, Piotr Wojtas, Dominik Slezak
Mining Data from Coal Mines: IJCRS'15 Data Challenge. RSFDGrC (2015)
Marek Grzegorowski, Sebastian Stawicki
Window-Based Feature Engineering for Prediction of Methane Threats in Coal Mines. RSFDGrC (2015)
Marek Grzegorowski, Sebastian Stawicki
Window-based feature extraction framework for multi-sensor data: A posture recognition case study. FedCSIS (2015)
Andrzej Janusz, Adam Krasuski, Sebastian Stawicki, Mariusz Rosiak, Dominik Slezak, Hung Son Nguyen
Key Risk Factors for Polish State Fire Service: a Data Mining Competition at Knowledge Pit. FedCSIS (2014)
Jakub Wroblewski, Sebastian Stawicki
SQL-Based KDD with Infobright's RDBMS: Attributes, Reducts, Trees. RSEISP (2014)
Andrzej Janusz, Sebastian Stawicki, Hung Son Nguyen
Adaptive Learning for Improving Semantic Tagging of Scientific Articles. FedCSIS (2014)
Sebastian Stawicki, Dominik Slezak
Recent Advances in Decision Bireducts: Complexity, Heuristics and Streams. RSKT (2013)
Sebastian Stawicki, Sebastian Widz
Decision Bireducts and Approximate Decision Reducts: Comparison of Two Approaches to Attribute Subset Ensemble Construction. FedCSIS (2012)
Andrzej Janusz, Hung Son Nguyen, Dominik Slezak, Sebastian Stawicki, Adam Krasuski
JRS'2012 Data Mining Competition: Topical Classification of Biomedical Research Papers. RSCTC (2012)
Marcin Kowalski, Sebastian Stawicki
SQL-Based Heuristics for Selected KDD Tasks over Large Data Sets. FedCSIS (2012)
Marek Grzegorowski, Przemyslaw Wiktor Pardel, Sebastian Stawicki, Krzysztof Stencel
SONCA: Scalable Semantic Processing of Rapidly Growing Document Stores. ADBIS Workshops (2012)
Andrzej Janusz, Sebastian Stawicki
Applications of Approximate Reducts to the Feature Selection Problem. RSKT (2011)
Marcin Wojnarski, Sebastian Stawicki, Piotr Wojnarowski
TunedIT.org: System for Automated Evaluation of Algorithms in Repeatable Experiments. RSCTC (2010)