Andrzej Janusz
Orcid: 0000-0002-9763-1399
According to our database1,
Andrzej Janusz
authored at least 77 papers
between 2008 and 2024.
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Bibliography
2024
Predicting Stock Trends Using Common Financial Indicators: A Summary of FedCSIS 2024 Data Science Challenge Held on KnowledgePit.ai Platform.
Proceedings of the 19th Conference on Computer Science and Intelligence Systems, 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
On Several New Dempster-Shafer-Inspired Uncertainty Measures Applicable for Active Learning.
Proceedings of the Rough Sets - International Joint Conference, 2023
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
Reducts in Rough Sets: Algorithmic Insights, Open Source Libraries and Applications (Tutorial - Extended Abstract).
Proceedings of the 18th Conference on Computer Science and Intelligence Systems, 2023
Cybersecurity Threat Detection in the Behavior of IoT Devices: Analysis of Data Mining Competition Results.
Proceedings of the 18th Conference on Computer Science and Intelligence Systems, 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
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based 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
Predicting the Costs of Forwarding Contracts: Analysis of Data Mining Competition Results.
Proceedings of the 17th Conference on Computer Science and Intelligence Systems, 2022
Proceedings of the IEEE International Conference on Big Data, 2022
Proceedings of the IEEE International Conference on Big Data, 2022
Proceedings of the Recent Challenges in Intelligent Information and Database Systems, 2022
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
Proceedings of the Rough Sets - International Joint Conference, 2020
Proceedings of the 2020 Federated Conference on Computer Science and Information Systems, 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
Proceedings of the 2019 Federated Conference on Computer Science and Information Systems, 2019
Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019
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
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
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
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 2018 IEEE Conference on Computational Intelligence and Games, 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
Proceedings of the Foundations of Intelligent Systems - 23rd International Symposium, 2017
Proceedings of the 2017 Federated Conference on Computer Science and Information Systems, 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
Computation of Approximate Reducts with Dynamically Adjusted Approximation Threshold.
Proceedings of the Foundations of Intelligent Systems - 22nd International Symposium, 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
Proceedings of the 24th International Workshop on Concurrency, 2015
2014
Trans. Rough Sets, 2014
Implementing algorithms of rough set theory and fuzzy rough set theory in the R package "RoughSets".
Inf. Sci., 2014
Interactive Method for Semantic Document Indexing Based on Explicit Semantic Analysis.
Fundam. Informaticae, 2014
Proceedings of the Rough Sets and Intelligent Systems Paradigms, 2014
Proceedings of the 2014 IEEE International Conference on Granular Computing, 2014
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.
Proceedings of the 2014 Federated Conference on Computer Science and Information Systems, 2014
Proceedings of the Active Media Technology - 10th International Conference, 2014
2013
Proceedings of the Intelligent Tools for Building a Scientific Information Platform, 2013
Trans. Rough Sets, 2013
Proceedings of the Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing, 2013
Semantic Tagging of Heterogeneous Data: Labeling Fire & Rescue Incidents with Threats.
Proceedings of the 2013 Federated Conference on Computer Science and Information Systems, 2013
2012
Proceedings of the Intelligent Tools for Building a Scientific Information Platform, 2012
Intell. Data Anal., 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
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
Proceedings of the Advanced Data Mining and Applications, 8th International Conference, 2012
2011
Proceedings of the Information Quality in e-Health, 2011
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 Future Generation Information Technology, 2011
2010
RSCTC'2010 Discovery Challenge: Mining DNA Microarray Data for Medical Diagnosis and Treatment.
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 Computational Intelligence for Knowledge-Based Systems Design, 2010
Utilization of Dynamic Reducts to Improve Performance of the Rule-Based Similarity Model for Highly-Dimensional Data.
Proceedings of the 2010 IEEE/WIC/ACM International Conference on Web Intelligence and International Conference on Intelligent Agent Technology - Workshops, Toronto, Canada, August 31, 2010
2009
Proceedings of the 2009 IEEE/WIC/ACM International Conference on Web Intelligence and International Conference on Intelligent Agent Technology, 2009
2008
Proceedings of the Rough Sets and Current Trends in Computing, 2008