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Sebastian Stawicki
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2020 – today
- 2023
- [j3]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: 119354 (2023) - [c23]Andrzej Janusz, Sebastian Stawicki:
Reducts in Rough Sets: Algorithmic Insights, Open Source Libraries and Applications (Tutorial - Extended Abstract). FedCSIS 2023: 71 - 2020
- [c22]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: 5405-5412 - [c21]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: 204-212
2010 – 2019
- 2018
- [j2]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. 451-452: 112-133 (2018) - [c20]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: 503-514 - [c19]Andrzej Janusz, Dominik Slezak, Sebastian Stawicki, Krzysztof Stencel:
SENSEI: An Intelligent Advisory System for the eSport Community and Casual Players. WI 2018: 754-757 - 2017
- [j1]Sebastian Stawicki, Dominik Slezak, Andrzej Janusz, Sebastian Widz:
Decision bireducts and decision reducts - a comparison. Int. J. Approx. Reason. 84: 75-109 (2017) - [c18]Dominik Slezak, Marek Grzegorowski, Andrzej Janusz, Sebastian Stawicki:
Toward Interactive Attribute Selection with Infolattices - A Position Paper. IJCRS (2) 2017: 526-539 - [c17]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: 623-643 - 2016
- [c16]Sebastian Widz, Sebastian Stawicki:
Generalized Majority Decision Reducts. FedCSIS 2016: 165-174 - 2015
- [c15]Andrzej Janusz, Dominik Slezak, Sebastian Stawicki, Mariusz Rosiak:
Knowledge Pit - A Data Challenge Platform. CS&P 2015: 191-195 - [c14]Marek Grzegorowski, Sebastian Stawicki:
Window-based feature extraction framework for multi-sensor data: A posture recognition case study. FedCSIS 2015: 397-405 - [c13]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: 429-438 - [c12]Marek Grzegorowski, Sebastian Stawicki:
Window-Based Feature Engineering for Prediction of Methane Threats in Coal Mines. RSFDGrC 2015: 452-463 - [c11]Andrzej Janusz, Sebastian Stawicki, Marcin S. Szczuka, Dominik Slezak:
Rough Set Tools for Practical Data Exploration. RSKT 2015: 77-86 - 2014
- [c10]Andrzej Janusz, Sebastian Stawicki, Hung Son Nguyen:
Adaptive Learning for Improving Semantic Tagging of Scientific Articles. FedCSIS 2014: 27-34 - [c9]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: 345-354 - [c8]Jakub Wroblewski, Sebastian Stawicki:
SQL-Based KDD with Infobright's RDBMS: Attributes, Reducts, Trees. RSEISP 2014: 28-41 - 2013
- [c7]Sebastian Stawicki, Dominik Slezak:
Recent Advances in Decision Bireducts: Complexity, Heuristics and Streams. RSKT 2013: 200-212 - 2012
- [c6]Marek Grzegorowski, Przemyslaw Wiktor Pardel, Sebastian Stawicki, Krzysztof Stencel:
SONCA: Scalable Semantic Processing of Rapidly Growing Document Stores. ADBIS Workshops 2012: 89-98 - [c5]Marcin Kowalski, Sebastian Stawicki:
SQL-Based Heuristics for Selected KDD Tasks over Large Data Sets. FedCSIS 2012: 303-310 - [c4]Sebastian Stawicki, Sebastian Widz:
Decision Bireducts and Approximate Decision Reducts: Comparison of Two Approaches to Attribute Subset Ensemble Construction. FedCSIS 2012: 331-338 - [c3]Andrzej Janusz, Hung Son Nguyen, Dominik Slezak, Sebastian Stawicki, Adam Krasuski:
JRS'2012 Data Mining Competition: Topical Classification of Biomedical Research Papers. RSCTC 2012: 422-431 - [p1]Pawel Betlinski, Pawel Góra, Kamil Herba, Tuan Trung Nguyen, Sebastian Stawicki:
Semantic Recognition of Digital Documents. Intelligent Tools for Building a Scientific Information Platform 2012: 97-106 - 2011
- [c2]Andrzej Janusz, Sebastian Stawicki:
Applications of Approximate Reducts to the Feature Selection Problem. RSKT 2011: 45-50 - 2010
- [c1]Marcin Wojnarski, Sebastian Stawicki, Piotr Wojnarowski:
TunedIT.org: System for Automated Evaluation of Algorithms in Repeatable Experiments. RSCTC 2010: 20-29
Coauthor Index
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