Andrzej Janusz

发表

Key risk factors for Polish State Fire Service: A Data Mining Competition at Knowledge Pit

Dominik Slezak, Andrzej Janusz, Sebastian Stawicki, 2014, 2014 Federated Conference on Computer Science and Information Systems.

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, 2018, Inf. Sci..

Decision bireducts and decision reducts - a comparison

Sebastian Widz, Dominik Ślęzak, Andrzej Janusz, 2017, Int. J. Approx. Reason..

AusDM 2009 Analytic Challenge The Challenge

Lester W. Mackey, Y. Koren, G. Takács, 2009 .

Ensembles of Bireducts: Towards Robust Classification and Simple Representation

Dominik Slezak, Andrzej Janusz, D. Ślęzak, 2011, FGIT.

Assessment of data granulations in context of feature extraction problem

Andrzej Janusz, Marcin S. Szczuka, Andrzej Janusz, 2014, 2014 IEEE International Conference on Granular Computing (GrC).

Implementing algorithms of rough set theory and fuzzy rough set theory in the R package "RoughSets"

Francisco Herrera, Chris Cornelis, Dominik Slezak, 2014, Inf. Sci..

Rough Set Methods for Attribute Clustering and Selection

Dominik Slezak, Andrzej Janusz, D. Ślęzak, 2014, Appl. Artif. Intell..

Algorithms for Similarity Relation Learning from High Dimensional Data

Andrzej Janusz, Andrzej Janusz, 2014, Trans. Rough Sets.

Utilization of attribute clustering methods for scalable computation of reducts from high-dimensional data

Dominik Slezak, Andrzej Janusz, D. Ślęzak, 2012, 2012 Federated Conference on Computer Science and Information Systems (FedCSIS).

On the role of feature space granulation in feature selection processes

Dominik Slezak, Marek Grzegorowski, Andrzej Janusz, 2017, 2017 IEEE International Conference on Big Data (Big Data).

Multi-label Classification of Biomedical Articles

Andrzej Janusz, Hung Son Nguyen, Lukasz Romaszko, 2013, Intelligent Tools for Building a Scientific Information Platform.

Data Analysis Using Rough Set and Fuzzy Rough Set Theories

Andrzej Janusz, Lala Septem Riza, Andrzej Janusz, 2015 .

RSCTC'2010 Discovery Challenge: Mining DNA Microarray Data for Medical Diagnosis and Treatment

Guoyin Wang, Andrzej Janusz, Huan Luo, 2010, RSCTC.

Predicting Victories in Video Games - IEEE BigData 2021 Cup Report

Dominik Slezak, Andrzej Janusz, Maciej Swiechowski, 2021, 2021 IEEE International Conference on Big Data (Big Data).

Improving Hearthstone AI by Combining MCTS and Supervised Learning Algorithms

Andrzej Janusz, Maciej Swiechowski, Tomasz Tajmajer, 2018, 2018 IEEE Conference on Computational Intelligence and Games (CIG).

How to Match Jobs and Candidates - A Recruitment Support System Based on Feature Engineering and Advanced Analytics

Andrzej Janusz, Sebastian Stawicki, Krzysztof Stencel, 2018, IPMU.

Helping AI to Play Hearthstone: AAIA'17 Data Mining Challenge

Andrzej Janusz, Tomasz Tajmajer, Maciej Świechowski, 2017, 2017 Federated Conference on Computer Science and Information Systems (FedCSIS).

Knowledge Pit - A Data Challenge Platform

Dominik Slezak, Andrzej Janusz, Sebastian Stawicki, 2015, CS&P.

Predicting the Costs of Forwarding Contracts: Analysis of Data Mining Competition Results

Andrzej Janusz, M. Okulewicz, Antoni Jamiołkowski, 2022, 2022 17th Conference on Computer Science and Intelligence Systems (FedCSIS).

Applications of Approximate Reducts to the Feature Selection Problem

Andrzej Janusz, Sebastian Stawicki, Andrzej Janusz, 2011, RSKT.

An Ensemble Approach to Multi-label Classification of Textual Data

Andrzej Janusz, Hung Son Nguyen, Lukasz Romaszko, 2012, ADMA.

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

D. Ślęzak, Andrzej Janusz, Sebastian Stawicki, 2023, Inf. Sci..

Semantic Clustering of Scientific Articles Using Explicit Semantic Analysis

Andrzej Janusz, Marcin S. Szczuka, Andrzej Janusz, 2013, Trans. Rough Sets.

Adaptive learning for improving semantic tagging of scientific articles

Andrzej Janusz, Sebastian Stawicki, Hung Son Nguyen, 2014, 2014 Federated Conference on Computer Science and Information Systems.

Interactive Method for Semantic Document Indexing Based on Explicit Semantic Analysis

Andrzej Janusz, Adam Krasuski, Hung Son Nguyen, 2014, Fundam. Informaticae.

Semantic tagging of heterogeneous data: Labeling Fire&Rescue incidents with threats

Andrzej Janusz, Adam Krasuski, Andrzej Janusz, 2013, 2013 Federated Conference on Computer Science and Information Systems.

BrightBox - A rough set based technology for diagnosing mistakes of machine learning models

D. Ślęzak, Andrzej Janusz, M. Sikora, 2023, Appl. Soft Comput..

Learning multimodal entity representations and their ensembles, with applications in a data-driven advisory framework for video game players

D. Ślęzak, Andrzej Janusz, Lukasz Grad, 2022, Inf. Sci..

KnowledgePit Meets BrightBox: A Step Toward Insightful Investigation of the Results of Data Science Competitions

D. Ślęzak, Andrzej Janusz, 2022, 2022 17th Conference on Computer Science and Intelligence Systems (FedCSIS).

Computation of Approximate Reducts with Dynamically Adjusted Approximation Threshold

Dominik Slezak, Andrzej Janusz, D. Ślęzak, 2015, ISMIS.

Cost Optimization for Big Data Workloads Based on Dynamic Scheduling and Cluster-Size Tuning

Dominik Ślęzak, Marek Grzegorowski, Andrzej Janusz, 2021, Big Data Res..

Predicting seismic events in coal mines based on underground sensor measurements

Marcin Michalak, Marek Grzegorowski, Andrzej Janusz, 2017, Eng. Appl. Artif. Intell..

Dynamic Rule-Based Similarity Model for DNA Microarray Data

Andrzej Janusz, Andrzej Janusz, 2012, Trans. Rough Sets.

Utilizing Hybrid Information Sources to Learn Representations of Cards in Collectible Card Video Games

Dominik Slezak, Andrzej Janusz, Lukasz Grad, 2018, 2018 IEEE International Conference on Data Mining Workshops (ICDMW).

Analytics over Multi-sensor Time Series Data – A Case-Study on Prediction of Mining Hazards

Dominik Ślęzak, Andrzej Janusz, D. Ślęzak, 2019, Information Technology in Geo-Engineering.

Rough Set Tools for Practical Data Exploration

Dominik Slezak, Andrzej Janusz, Sebastian Stawicki, 2015, RSKT.

Mining Data from Coal Mines: IJCRS'15 Data Challenge

Marek Grzegorowski, Andrzej Janusz, Marek Sikora, 2015, RSFDGrC.

Toward an Intelligent HS Deck Advisor: Lessons Learned from AAIA’ 18 Data Mining Competition

Dominik Slezak, Andrzej Janusz, Maciej Swiechowski, 2018, 2018 Federated Conference on Computer Science and Information Systems (FedCSIS).

IEEE BigData Cup 2022 Report Privacy-preserving Matching of Encrypted Images

Marcin S. Szczuka, D. Ślęzak, Andrzej Janusz, 2022, 2022 IEEE International Conference on Big Data (Big Data).

Tagging Firefighter Activities at the emergency scene: Summary of AAIA'15 data mining competition at knowledge pit

Dominik Slezak, Andrzej Janusz, Adam Krasuski, 2015, 2015 Federated Conference on Computer Science and Information Systems (FedCSIS).