Marek Sikora

According to our database1, Marek Sikora authored at least 55 papers between 2004 and 2019.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Other 

Links

On csauthors.net:

Bibliography

2019
GuideR: A guided separate-and-conquer rule learning in classification, regression, and survival settings.
Knowl.-Based Syst., 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

Bidirectional Action Rule Learning.
Proceedings of the Computer and Information Sciences - 32nd International Symposium, 2018

Covering Approach to Action Rule Learning.
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.
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.
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.
Eng. Appl. of AI, 2017

Learning rule sets from survival data.
BMC Bioinformatics, 2017

Data- and expert-driven rule induction and filtering framework for functional interpretation and description of gene sets.
J. Biomedical Semantics, 2017

Decision Rule Learning from Stream of Measurements - A Case Study in Methane Hazard Forecasting in Coal Mines.
Proceedings of the Man-Machine Interactions 5, 2017

2016
Rule Quality Measures Settings in Classification, Regression and Survival Rule Induction - an Empirical Approach.
Fundam. Inform., 2016

Modern ICT and Mechatronic Systems in Contemporary Mining Industry.
Proceedings of the Rough Sets - International Joint Conference, 2016

Outlier Detection and Elimination in Stream Data - An Experimental Approach.
Proceedings of the Rough Sets - International Joint Conference, 2016

Data Intensive vs Sliding Window Outlier Detection in the Stream Data - An Experimental Approach.
Proceedings of the Artificial Intelligence and Soft Computing, 2016

Application of RapidMiner and R Environments to Dangerous Seismic Events Prediction.
Proceedings of the 2016 Federated Conference on Computer Science and Information Systems, 2016

Predicting Dangerous Seismic Events: AAIA'16 Data Mining Challenge.
Proceedings of the 2016 Federated Conference on Computer Science and Information Systems, 2016

Influence of Outliers Introduction on Predictive Models Quality.
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.
Computers in Industry, 2015

Mining Data from Coal Mines: IJCRS'15 Data Challenge.
Proceedings of the Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing, 2015

Analysis of Urban Noise Frequency Characteristics Using a Smartphone.
Proceedings of the Multimedia Communications, Services and Security, 2015

Rule quality measures settings in a sequential covering rule induction algorithm - an empirical approach.
Proceedings of the 2015 Federated Conference on Computer Science and Information Systems, 2015

DISESOR - decision support system for mining industry.
Proceedings of the 2015 Federated Conference on Computer Science and Information Systems, 2015

Regression Rule Learning for Methane Forecasting in Coal Mines.
Proceedings of the Beyond Databases, Architectures and Structures, 2015

2013
Data-driven adaptive selection of rule quality measures for improving rule induction and filtration algorithms.
Int. J. General Systems, 2013

CHIRA - Convex Hull Based Iterative Algorithm of Rules Aggregation.
Fundam. Inform., 2013

Redefinition of Decision Rules Based on the Importance of Elementary Conditions Evaluation.
Fundam. Inform., 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].
Expert Syst. Appl., 2013

HuntMi: an efficient and taxon-specific approach in pre-miRNA identification.
BMC Bioinformatics, 2013

Detecting Transmission Power Misbehaviour in Wi-Fi Networks.
Proceedings of the Wireless Access Flexibility - First International Workshop, 2013

End user models for residential demand response.
Proceedings of the 4th IEEE PES Innovative Smart Grid Technologies Europe, 2013

2012
Improving prediction models applied in systems monitoring natural hazards and machinery.
Applied Mathematics and Computer Science, 2012

Algorithms for Filtration of Unordered Sets of Regression Rules.
Proceedings of the Multi-disciplinary Trends in Artificial Intelligence, 2012

Platform for coordination of energy generation and consumption in residential neighborhoods.
Proceedings of the 3rd IEEE PES Innovative Smart Grid Technologies Europe, 2012

Dynamic Alarm Management in Next Generation Process Control Systems.
Proceedings of the Advances in Production Management Systems. Competitive Manufacturing for Innovative Products and Services, 2012

ORG - Oblique Rules Generator.
Proceedings of the Artificial Intelligence and Soft Computing, 2012

Rule Quality Measure-Based Induction of Unordered Sets of Regression Rules.
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.
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.
Pattern Recognition Letters, 2011

RuleGO: a logical rules-based tool for description of gene groups by means of Gene Ontology.
Nucleic Acids Research, 2011

Induction and pruning of classification rules for prediction of microseismic hazards in coal mines.
Expert Syst. Appl., 2011

Data-Driven Adaptive Selection of Rules Quality Measures for Improving the Rules Induction Algorithm.
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.
Proceedings of the Pattern Recognition and Machine Intelligence, 2011

2010
Decision Rule-Based Data Models Using TRS and NetTRS - Methods and Algorithms.
Trans. Rough Sets, 2010

Quality improvement of rule-based gene group descriptions using information about GO terms importance occurring in premises of determined rules.
Applied Mathematics and Computer Science, 2010

An Algorithm for Decision Rules Aggregation.
Proceedings of the KDIR 2010, 2010

2009
Fuzzy Clustering and Gene Ontology Based Decision Rules for Identification and Description of Gene Groups.
Proceedings of the Man-Machine Interactions, 2009

RULEGO Bioinformatical Internet Service - System Architecture.
Proceedings of the Computer Networks - 16th Conference, 2009

2008
Decision Rule Based Data Models Using NetTRS System Overview.
Trans. Rough Sets, 2008

2006
NetTRS - Induction and Postprocessing of Decision Rules.
Proceedings of the Rough Sets and Current Trends in Computing, 2006

Rule Quality Measures in Creation and Reduction of Data Rule Models.
Proceedings of the Rough Sets and Current Trends in Computing, 2006

2005
The discrete cosine multitone modulation modem construction and functionality.
Proceedings of the Signal and Image Processing (SIP 2005), 2005

Fuzzy Rules Generation Method for Classification Problems Using Rough Sets and Genetic Algorithms.
Proceedings of the Rough Sets, 2005

Multicarrier Modulation with the Discrete Cosine Transform.
Proceedings of the IASTED International Conference on Communication Systems and Applications, 2005

2004
Fuzzy Decision Support System with Rough Set Based Rules Generation Method.
Proceedings of the Rough Sets and Current Trends in Computing, 2004

Induction of fuzzy decision rules based upon rough sets theory.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2004


  Loading...