Marek Sikora

Pawel Matyszok

Inf. Sci., 2022

Separate and conquer heuristic allows robust mining of contrast sets from various types of data.

[BibT_eX]

[DOI]

CoRR, 2022

MAINE: a web tool for multi-omics feature selection and rule-based data exploration.

[BibT_eX]

[DOI]

Bioinform., 2022

Rule-based approximation of black-box classifiers for tabular data to generate global and local explanations.

[BibT_eX]

[DOI]

Cezary Maszczyk

Michal Kozielski

Proceedings of the 17th Conference on Computer Science and Intelligence Systems, 2022

Demand forecasting in the fashion business - an example of customized nearest neighbour and linear mixed model approaches.

[BibT_eX]

[DOI]

Proceedings of the 17th Conference on Computer Science and Intelligence Systems, 2022

Job Adverts Analyzer for Cybersecurity Skills Needs Evaluation.

[BibT_eX]

[DOI]

Proceedings of the ARES 2022: The 17th International Conference on Availability, Reliability and Security, Vienna,Austria, August 23, 2022

Adding European Cybersecurity Skills Framework into Curricula Designer.

[BibT_eX]

[DOI]

Jan Hajny

Athanasios Vasileios Grammatopoulos

Fabio Di Franco

Proceedings of the ARES 2022: The 17th International Conference on Availability, Reliability and Security, Vienna,Austria, August 23, 2022

2021

Generator of Slow Denial-of-Service Cyber Attacks.

[BibT_eX]

[DOI]

Sensors, 2021

Detecting anomalies and attacks in network traffic monitoring with classification methods and XAI-based explainability.

[BibT_eX]

[DOI]

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 25th International Conference KES-2021, 2021

Analysis and detection of application-independent slow Denial of Service cyber attacks.

[BibT_eX]

[DOI]

Radek Fujdiak

Jiri Misurec

Proceedings of the IEEE International Conference on Intelligence and Security Informatics, 2021

Outlier Detection in Network Traffic Monitoring.

[BibT_eX]

[DOI]

Proceedings of the 10th International Conference on Pattern Recognition Applications and Methods, 2021

Impact of time series clustering on fuel sales prediction results.

[BibT_eX]

[DOI]

Joanna Henzel

Jakub Bularz

Proceedings of the Position and Communication Papers of the 16th Conference on Computer Science and Intelligence Systems, 2021

Cybersecurity Curricula Designer.

[BibT_eX]

[DOI]

Proceedings of the ARES 2021: The 16th International Conference on Availability, 2021

2020

Bone marrow transplant: children.

[BibT_eX]

[DOI]

Dataset, April, 2020

RuleKit: A comprehensive suite for rule-based learning.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2020

Classification supporting COVID-19 diagnostics based on patient survey data.

[BibT_eX]

[DOI]

CoRR, 2020

On Positive-Correlation-Promoting Reducts.

[BibT_eX]

[DOI]

Proceedings of the Rough Sets - International Joint Conference, 2020

Design of Advanced Slow Denial of Service Attack Generator.

[BibT_eX]

[DOI]

Proceedings of the 12th International Congress on Ultra Modern Telecommunications and Control Systems and Workshops, 2020

SCADA-based Message Generator for Multi-Vendor Smart Grids: Integration and Verification of TASE.2.

[BibT_eX]

[DOI]

Proceedings of the 12th International Congress on Ultra Modern Telecommunications and Control Systems and Workshops, 2020

Gradient Boosting and Deep Learning Models Approach to Forecasting Promotions Efficiency in FMCG Retail.

[BibT_eX]

[DOI]

Joanna Henzel

Proceedings of the Artificial Intelligence and Soft Computing, 2020

Gradient Boosting Application in Forecasting of Performance Indicators Values for Measuring the Efficiency of Promotions in FMCG Retail.

[BibT_eX]

[DOI]

Joanna Henzel

Proceedings of the 2020 Federated Conference on Computer Science and Information Systems, 2020

2019

GuideR: A guided separate-and-conquer rule learning in classification, regression, and survival settings.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2019

On Detection and Mitigation of Slow Rate Denial of Service Attacks.

[BibT_eX]

[DOI]

Tomas Gerlich

Lukas Malina

Proceedings of the 11th International Congress on Ultra Modern Telecommunications and Control Systems and Workshops, 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.

[BibT_eX]

[DOI]

Inf. Sci., 2018

Bidirectional Action Rule Learning.

[BibT_eX]

[DOI]

Pawel Matyszok

Proceedings of the Computer and Information Sciences - 32nd International Symposium, 2018

Covering Approach to Action Rule Learning.

[BibT_eX]

[DOI]

Pawel Matyszok

Proceedings of the Beyond Databases, Architectures and Structures. Facing the Challenges of Data Proliferation and Growing Variety, 2018

EYE: Big Data System Supporting Preventive and Predictive Maintenance of Robotic Production Lines.

[BibT_eX]

[DOI]

Proceedings of the Beyond Databases, Architectures and Structures. Facing the Challenges of Data Proliferation and Growing Variety, 2018

The Use of Distributed Data Storage and Processing Systems in Bioinformatic Data Analysis.

[BibT_eX]

[DOI]

Proceedings of the Beyond Databases, Architectures and Structures. Facing the Challenges of Data Proliferation and Growing Variety, 2018

2017

Predicting seismic events in coal mines based on underground sensor measurements.

[BibT_eX]

[DOI]

Eng. Appl. Artif. Intell., 2017

Learning rule sets from survival data.

[BibT_eX]

[DOI]

BMC Bioinform., 2017

Data- and expert-driven rule induction and filtering framework for functional interpretation and description of gene sets.

[BibT_eX]

[DOI]

J. Biomed. Semant., 2017

Decision Rule Learning from Stream of Measurements - A Case Study in Methane Hazard Forecasting in Coal Mines.

[BibT_eX]

[DOI]

Proceedings of the Man-Machine Interactions 5, 2017

2016

Rule Quality Measures Settings in Classification, Regression and Survival Rule Induction - an Empirical Approach.

[BibT_eX]

[DOI]

Norberto Fernández García

Fundam. Informaticae, 2016

Modern ICT and Mechatronic Systems in Contemporary Mining Industry.

[BibT_eX]

[DOI]

Proceedings of the Rough Sets - International Joint Conference, 2016

Outlier Detection and Elimination in Stream Data - An Experimental Approach.

[BibT_eX]

[DOI]

Proceedings of the Rough Sets - International Joint Conference, 2016

Data Intensive vs Sliding Window Outlier Detection in the Stream Data - An Experimental Approach.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence and Soft Computing, 2016

Application of RapidMiner and R Environments to Dangerous Seismic Events Prediction.

[BibT_eX]

[DOI]

Proceedings of the 2016 Federated Conference on Computer Science and Information Systems, 2016

Predicting Dangerous Seismic Events: AAIA'16 Data Mining Challenge.

[BibT_eX]

[DOI]

Proceedings of the 2016 Federated Conference on Computer Science and Information Systems, 2016

Influence of Outliers Introduction on Predictive Models Quality.

[BibT_eX]

[DOI]

Proceedings of the Beyond Databases, Architectures and Structures. Advanced Technologies for Data Mining and Knowledge Discovery, 2016

2015

Modeling Smart Grid neighborhoods with the ENERsip ontology.

[BibT_eX]

[DOI]

Comput. Ind., 2015

Mining Data from Coal Mines: IJCRS'15 Data Challenge.

[BibT_eX]

[DOI]

Proceedings of the Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing, 2015

Analysis of Urban Noise Frequency Characteristics Using a Smartphone.

[BibT_eX]

[DOI]

Proceedings of the Multimedia Communications, Services and Security, 2015

Rule quality measures settings in a sequential covering rule induction algorithm - an empirical approach.

[BibT_eX]

[DOI]

Proceedings of the 2015 Federated Conference on Computer Science and Information Systems, 2015

DISESOR - decision support system for mining industry.

[BibT_eX]

[DOI]

Michal Kozielski

Proceedings of the 2015 Federated Conference on Computer Science and Information Systems, 2015

Regression Rule Learning for Methane Forecasting in Coal Mines.

[BibT_eX]

[DOI]

Proceedings of the Beyond Databases, Architectures and Structures, 2015

2013

seismic-bumps.

[BibT_eX]

[DOI]

Dataset, April, 2013

Data-driven adaptive selection of rule quality measures for improving rule induction and filtration algorithms.

[BibT_eX]

[DOI]

Int. J. Gen. Syst., 2013

CHIRA - Convex Hull Based Iterative Algorithm of Rules Aggregation.

[BibT_eX]

[DOI]

Fundam. Informaticae, 2013

Redefinition of Decision Rules Based on the Importance of Elementary Conditions Evaluation.

[BibT_eX]

[DOI]

Fundam. Informaticae, 2013

Corrigendum to "Induction and pruning of classification rules for prediction of microseismic hazards in coal mines" [Experts Systems with Applications 38 (6) (2011) 6748-6758].

[BibT_eX]

[DOI]

Expert Syst. Appl., 2013

HuntMi: an efficient and taxon-specific approach in pre-miRNA identification.

[BibT_eX]

[DOI]

Michal Wojciech Szczesniak

Izabela Makalowska

BMC Bioinform., 2013

Detecting Transmission Power Misbehaviour in Wi-Fi Networks.

[BibT_eX]

[DOI]

Proceedings of the Wireless Access Flexibility - First International Workshop, 2013

End user models for residential demand response.

[BibT_eX]

[DOI]

Ondrej Holub

Proceedings of the 4th IEEE PES Innovative Smart Grid Technologies Europe, 2013

2012

Improving prediction models applied in systems monitoring natural hazards and machinery.

[BibT_eX]

[DOI]

Beata Sikora

Int. J. Appl. Math. Comput. Sci., 2012

Algorithms for Filtration of Unordered Sets of Regression Rules.

[BibT_eX]

[DOI]

Adam Skowron

Proceedings of the Multi-disciplinary Trends in Artificial Intelligence, 2012

Platform for coordination of energy generation and consumption in residential neighborhoods.

[BibT_eX]

[DOI]

Proceedings of the 3rd IEEE PES Innovative Smart Grid Technologies Europe, 2012

Dynamic Alarm Management in Next Generation Process Control Systems.

[BibT_eX]

[DOI]

Eva Jerhotová

Petr Stluka

Proceedings of the Advances in Production Management Systems. Competitive Manufacturing for Innovative Products and Services, 2012

ORG - Oblique Rules Generator.

[BibT_eX]

[DOI]

Patryk Ziarnik

Proceedings of the Artificial Intelligence and Soft Computing, 2012

Rule Quality Measure-Based Induction of Unordered Sets of Regression Rules.

[BibT_eX]

[DOI]

Adam Skowron

Proceedings of the Artificial Intelligence: Methodology, Systems, and Applications, 2012

Identification of the Compound Subjective Rule Interestingness Measure for Rule-Based Functional Description of Genes.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence: Methodology, Systems, and Applications, 2012

2011

Induction and selection of the most interesting Gene Ontology based multiattribute rules for descriptions of gene groups.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2011

RuleGO: a logical rules-based tool for description of gene groups by means of Gene Ontology.

[BibT_eX]

[DOI]

Andrzej Polanski

Nucleic Acids Res., 2011

Induction and pruning of classification rules for prediction of microseismic hazards in coal mines.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2011

Data-Driven Adaptive Selection of Rules Quality Measures for Improving the Rules Induction Algorithm.

[BibT_eX]

[DOI]

Proceedings of the Rough Sets, Fuzzy Sets, Data Mining and Granular Computing, 2011

Approximation of a Coal Mass by an Ultrasonic Sensor Using Regression Rules.

[BibT_eX]

[DOI]

Beata Sikora

Proceedings of the Pattern Recognition and Machine Intelligence, 2011

2010

Decision Rule-Based Data Models Using TRS and NetTRS - Methods and Algorithms.

[BibT_eX]

[DOI]

Trans. Rough Sets, 2010

Quality improvement of rule-based gene group descriptions using information about GO terms importance occurring in premises of determined rules.

[BibT_eX]

[DOI]

Int. J. Appl. Math. Comput. Sci., 2010

An Algorithm for Decision Rules Aggregation.

[BibT_eX]

Proceedings of the KDIR 2010, 2010

2009

Fuzzy Clustering and Gene Ontology Based Decision Rules for Identification and Description of Gene Groups.

[BibT_eX]

[DOI]

Michal Kozielski

Proceedings of the Man-Machine Interactions, 2009

RULEGO Bioinformatical Internet Service - System Architecture.

[BibT_eX]

[DOI]

Proceedings of the Computer Networks - 16th Conference, 2009

2008

Decision Rule Based Data Models Using NetTRS System Overview.

[BibT_eX]

[DOI]

Trans. Rough Sets, 2008

2006

NetTRS - Induction and Postprocessing of Decision Rules.

[BibT_eX]

[DOI]

Proceedings of the Rough Sets and Current Trends in Computing, 2006

Rule Quality Measures in Creation and Reduction of Data Rule Models.

[BibT_eX]

[DOI]

Proceedings of the Rough Sets and Current Trends in Computing, 2006

2005

The discrete cosine multitone modulation modem construction and functionality.

[BibT_eX]

Proceedings of the Signal and Image Processing (SIP 2005), 2005

Fuzzy Rules Generation Method for Classification Problems Using Rough Sets and Genetic Algorithms.

[BibT_eX]

[DOI]

Proceedings of the Rough Sets, 2005

Multicarrier Modulation with the Discrete Cosine Transform.

[BibT_eX]

Proceedings of the IASTED International Conference on Communication Systems and Applications, 2005

2004

Fuzzy Decision Support System with Rough Set Based Rules Generation Method.

[BibT_eX]

[DOI]

Grzegorz Drwal

Proceedings of the Rough Sets and Current Trends in Computing, 2004

Induction of fuzzy decision rules based upon rough sets theory.

[BibT_eX]

[DOI]

Grzegorz Drwal