Marek Sikora

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 54

Top Topics

Network Traffic Monitoring

Top Venues

Publications

Adam Gudys, Marek Sikora, Lukasz Wróbel
Separate and conquer heuristic allows robust mining of contrast sets in classification, regression, and survival data. Expert Syst. Appl. 248 (2024)
Cezary Maszczyk, Marek Sikora, Lukasz Wróbel
Classification, Regression, and Survival Rule Induction with Complex and M-of-N Elementary Conditions. Mach. Learn. Knowl. Extr. 6 (1) (2024)
Petr Dzurenda, Sara Ricci, Marek Sikora, Michal Stejskal, Imre Lendák, Pedro Adão
Enhancing Cybersecurity Curriculum Development: AI-Driven Mapping and Optimization Techniques. ARES (2024)
Michal Kozielski, Marek Sikora, Lukasz Wawrowski
Towards consistency of rule-based explainer and black box model - fusion of rule induction and XAI-based feature importance. CoRR (2024)
Lukasz Wawrowski, Andrzej Bialas, Adrian Kajzer, Artur Kozlowski, Rafal Kurianowicz, Marek Sikora, Agnieszka Szymanska-Kwiecien, Mariusz Uchronski, Milosz Bialczak, Maciej Olejnik, Marcin Michalak
Anomaly Detection Module for Network Traffic Monitoring in Public Institutions. Sensors 23 (6) (2023)
Jan Hajny, Marek Sikora, Konstantinos Adamos, Fabio Di Franco
Curricula Designer with Enhanced ECSF Analysis. ARES (2023)
Ren-Hung Hwang, Faysal Marzuk, Marek Sikora, Piotr Cholda, Ying-Dar Lin
Resource Management in LADNs Supporting 5G V2X Communications. IEEE Access 11 (2023)
Joanna Badura, Marek Hermansa, Michal Kozielski, Marek Sikora, Lukasz Wróbel
Separate-and-conquer survival action rule learning. Knowl. Based Syst. 280 (2023)
Andrzej Janusz, Andzelika Zalewska, Lukasz Wawrowski, Piotr Biczyk, Jan Ludziejewski, Marek Sikora, Dominik Slezak
BrightBox - A rough set based technology for diagnosing mistakes of machine learning models. Appl. Soft Comput. 141 (2023)
Marek Sikora, Pawel Matyszok, Lukasz Wróbel
SCARI: Separate and conquer algorithm for action rules and recommendations induction. Inf. Sci. 607 (2022)
Dawid Macha, Michal Kozielski, Lukasz Wróbel, Marek Sikora
RuleXAI - A package for rule-based explanations of machine learning model. SoftwareX 20 (2022)
Jan Hajny, Marek Sikora, Athanasios Vasileios Grammatopoulos, Fabio Di Franco
Adding European Cybersecurity Skills Framework into Curricula Designer. ARES (2022)
Cezary Maszczyk, Michal Kozielski, Marek Sikora
Rule-based approximation of black-box classifiers for tabular data to generate global and local explanations. FedCSIS (2022)
Marek Hermansa, Michal Kozielski, Marcin Michalak, Krzysztof Szczyrba, Lukasz Wróbel, Marek Sikora
Sensor-Based Predictive Maintenance with Reduction of False Alarms - A Case Study in Heavy Industry. Sensors 22 (1) (2022)
Aleksandra Gruca, Joanna Henzel, Iwona Kostorz, Tomasz Steclik, Lukasz Wróbel, Marek Sikora
MAINE: a web tool for multi-omics feature selection and rule-based data exploration. Bioinform. 38 (6) (2022)
Sara Ricci, Marek Sikora, Simon Parker, Imre Lendak, Yianna Danidou, Argyro Chatzopoulou, Remi Badonnel, Donatas Alksnys
Job Adverts Analyzer for Cybersecurity Skills Needs Evaluation. ARES (2022)
Adam Gudys, Marek Sikora, Lukasz Wróbel
Separate and conquer heuristic allows robust mining of contrast sets from various types of data. CoRR (2022)
Joanna Henzel, Lukasz Wawrowski, Anna Kubina, Marek Sikora, Lukasz Wróbel
Demand forecasting in the fashion business - an example of customized nearest neighbour and linear mixed model approaches. FedCSIS (2022)
Marek Sikora, Radek Fujdiak, Jiri Misurec
Analysis and detection of application-independent slow Denial of Service cyber attacks. ISI (2021)
Marek Sikora, Pawel Matyszok, Lukasz Wróbel
SCARI: Separate and Conquer Algorithm for Action Rules and Recommendations Induction. CoRR (2021)
Marcin Michalak, Lukasz Wawrowski, Marek Sikora, Rafal Kurianowicz, Artur Kozlowski, Andrzej Bialas
Outlier Detection in Network Traffic Monitoring. ICPRAM (2021)
Jan Hajny, Sara Ricci, Edmundas Piesarskas, Marek Sikora
Cybersecurity Curricula Designer. ARES (2021)
Marek Sikora, Radek Fujdiak, Karel Kuchar, Eva Holasova, Jiri Misurec
Generator of Slow Denial-of-Service Cyber Attacks. Sensors 21 (16) (2021)
Lukasz Wawrowski, Marcin Michalak, Andrzej Bialas, Rafal Kurianowicz, Marek Sikora, Mariusz Uchronski, Adrian Kajzer
Detecting anomalies and attacks in network traffic monitoring with classification methods and XAI-based explainability. KES (2021)
Joanna Henzel, Jakub Bularz, Marek Sikora
Impact of time series clustering on fuel sales prediction results. FedCSIS (Position Papers) (2021)
Marek Sikora, Andrej Krivulcik, Radek Fujdiak, Petr Blazek
Design of Advanced Slow Denial of Service Attack Generator. ICUMT (2020)
Joanna Henzel, Andrzej Janusz, Marek Sikora, Dominik Slezak
On Positive-Correlation-Promoting Reducts. IJCRS (2020)
Joanna Henzel, Marek Sikora
Gradient Boosting Application in Forecasting of Performance Indicators Values for Measuring the Efficiency of Promotions in FMCG Retail. CoRR (2020)
Joanna Henzel, Marek Sikora
Gradient Boosting and Deep Learning Models Approach to Forecasting Promotions Efficiency in FMCG Retail. ICAISC (2) (2020)
Petr Ilgner, Martin Stusek, Petr Cika, Marek Sikora
SCADA-based Message Generator for Multi-Vendor Smart Grids: Integration and Verification of TASE.2. ICUMT (2020)
Joanna Henzel, Joanna Tobiasz, Michal Kozielski, Malgorzata Bach, Pawel Foszner, Aleksandra Gruca, Mateusz Kania, Justyna Mika, Anna Papiez, Aleksandra Werner, Joanna Zyla, Jerzy Jaroszewicz, Joanna Polanska, Marek Sikora
Classification supporting COVID-19 diagnostics based on patient survey data. CoRR (2020)
Joanna Henzel, Marek Sikora
Gradient Boosting Application in Forecasting of Performance Indicators Values for Measuring the Efficiency of Promotions in FMCG Retail. FedCSIS (2020)
Adam Gudys, Marek Sikora, Lukasz Wróbel
RuleKit: A comprehensive suite for rule-based learning. Knowl. Based Syst. 194 (2020)
Ren-Hung Hwang, Faysal Marzuk, Marek Sikora, Piotr Cholda, Ying-Dar Lin
Resource Management in LADNs Supporting 5G V2X Communications. VTC Fall (2020)
Adam Gudys, Marek Sikora, Lukasz Wróbel
RuleKit: A Comprehensive Suite for Rule-Based Learning. CoRR (2019)
Marek Sikora, Tomas Gerlich, Lukas Malina
On Detection and Mitigation of Slow Rate Denial of Service Attacks. ICUMT (2019)
Marek Sikora, Lukasz Wróbel, Adam Gudys
GuideR: A guided separate-and-conquer rule learning in classification, regression, and survival settings. Knowl. Based Syst. 173 (2019)
Marek Sikora, Lukasz Wróbel, Adam Gudys
GuideR: a guided separate-and-conquer rule learning in classification, regression, and survival settings. CoRR (2018)
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. (2018)
Michal Bochenek, Kamil Folkert, Roman Jaksik, Michal Krzeslak, Marcin Michalak, Marek Sikora, Tomasz Steclik, Lukasz Wróbel
The Use of Distributed Data Storage and Processing Systems in Bioinformatic Data Analysis. BDAS (2018)
Pawel Matyszok, Marek Sikora, Lukasz Wróbel
Covering Approach to Action Rule Learning. BDAS (2018)
Pawel Matyszok, Lukasz Wróbel, Marek Sikora
Bidirectional Action Rule Learning. ISCIS (2018)
Jaroslaw Kurpanik, Joanna Henzel, Marek Sikora, Lukasz Wróbel, Marek Drewniak
EYE: Big Data System Supporting Preventive and Predictive Maintenance of Robotic Production Lines. BDAS (2018)
Lukasz Wróbel, Adam Gudys, Marek Sikora
Learning rule sets from survival data. BMC Bioinform. 18 (1) (2017)
Aleksandra Gruca, Marek Sikora
Data- and expert-driven rule induction and filtering framework for functional interpretation and description of gene sets. J. Biomed. Semant. 8 (1) (2017)
Andrzej Janusz, Marek Grzegorowski, Marcin Michalak, Lukasz Wróbel, Marek Sikora, Dominik Slezak
Predicting seismic events in coal mines based on underground sensor measurements. Eng. Appl. Artif. Intell. 64 (2017)
Michal Kozielski, Pawel Matyszok, Marek Sikora, Lukasz Wróbel
Decision Rule Learning from Stream of Measurements - A Case Study in Methane Hazard Forecasting in Coal Mines. ICMMI (2017)
Mateusz Kalisch, Marcin Michalak, Marek Sikora, Lukasz Wróbel, Piotr Przystalka
Data Intensive vs Sliding Window Outlier Detection in the Stream Data - An Experimental Approach. ICAISC (2) (2016)
Lukasz Wróbel, Marek Sikora, Marcin Michalak
Rule Quality Measures Settings in Classification, Regression and Survival Rule Induction - an Empirical Approach. Fundam. Informaticae 149 (4) (2016)
Mateusz Kalisch, Marcin Michalak, Piotr Przystalka, Marek Sikora, Lukasz Wróbel
Outlier Detection and Elimination in Stream Data - An Experimental Approach. IJCRS (2016)
Mateusz Kalisch, Marcin Michalak, Marek Sikora, Lukasz Wróbel, Piotr Przystalka
Influence of Outliers Introduction on Predictive Models Quality. BDAS (2016)
Andrzej Janusz, Dominik Slezak, Marek Sikora, Lukasz Wróbel
Predicting Dangerous Seismic Events: AAIA'16 Data Mining Challenge. FedCSIS (2016)
Wojciech Moczulski, Piotr Przystalka, Marek Sikora, Radoslaw Zimroz
Modern ICT and Mechatronic Systems in Contemporary Mining Industry. IJCRS (2016)
Marcin Michalak, Katarzyna Dusza, Dominik Korda, Krzysztof Kozlowski, Bartlomiej Szwej, Michal Kozielski, Marek Sikora, Lukasz Wróbel
Application of RapidMiner and R Environments to Dangerous Seismic Events Prediction. FedCSIS (2016)
Michal Kozielski, Adam Skowron, Lukasz Wróbel, Marek Sikora
Regression Rule Learning for Methane Forecasting in Coal Mines. BDAS (2015)
Gregorio López, Víctor Custodio, José Ignacio Moreno, Marek Sikora, Pedro S. Moura, Norberto Fernández García
Modeling Smart Grid neighborhoods with the ENERsip ontology. Comput. Ind. 70 (2015)
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)
Marcin Michalak, Marek Sikora, Lukasz Wróbel
Rule quality measures settings in a sequential covering rule induction algorithm - an empirical approach. FedCSIS (2015)
Michal Kozielski, Marek Sikora, Lukasz Wróbel
DISESOR - decision support system for mining industry. FedCSIS (2015)
Pawel Tarsa, Jacek Danda, Jacek Wszolek, Marek Sikora
Analysis of Urban Noise Frequency Characteristics Using a Smartphone. MCSS (2015)
Marek Sikora, Adam Gudys
CHIRA - Convex Hull Based Iterative Algorithm of Rules Aggregation. Fundam. Informaticae 123 (2) (2013)
Marek Sikora, Lukasz Wróbel
Data-driven adaptive selection of rule quality measures for improving rule induction and filtration algorithms. Int. J. Gen. Syst. 42 (6) (2013)
Ondrej Holub, Marek Sikora
End user models for residential demand response. ISGT Europe (2013)
Szymon Szott, Marek Sikora, Marek Natkaniec, Krzysztof Loziak
Detecting Transmission Power Misbehaviour in Wi-Fi Networks. WiFlex (2013)
Marek Sikora
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. 40 (13) (2013)
Adam Gudys, Michal Wojciech Szczesniak, Marek Sikora, Izabela Makalowska
HuntMi: an efficient and taxon-specific approach in pre-miRNA identification. BMC Bioinform. 14 (2013)
Marek Sikora
Redefinition of Decision Rules Based on the Importance of Elementary Conditions Evaluation. Fundam. Informaticae 123 (2) (2013)
Marek Sikora, Beata Sikora
Improving prediction models applied in systems monitoring natural hazards and machinery. Int. J. Appl. Math. Comput. Sci. 22 (2) (2012)
Aleksandra Gruca, Marek Sikora
Identification of the Compound Subjective Rule Interestingness Measure for Rule-Based Functional Description of Genes. AIMSA (2012)
Marek Sikora, Adam Skowron, Lukasz Wróbel
Rule Quality Measure-Based Induction of Unordered Sets of Regression Rules. AIMSA (2012)
Lukasz Wróbel, Marek Sikora, Adam Skowron
Algorithms for Filtration of Unordered Sets of Regression Rules. MIWAI (2012)
Marcin Michalak, Marek Sikora, Patryk Ziarnik
ORG - Oblique Rules Generator. ICAISC (2) (2012)
Eva Jerhotová, Marek Sikora, Petr Stluka
Dynamic Alarm Management in Next Generation Process Control Systems. APMS (2) (2012)
Vladimir Bicik, Ondrej Holub, Karel Marik, Marek Sikora, Petr Stluka, Reinhilde D'hulst
Platform for coordination of energy generation and consumption in residential neighborhoods. ISGT Europe (2012)
Marek Sikora, Marcin Michalak, Beata Sikora
Approximation of a Coal Mass by an Ultrasonic Sensor Using Regression Rules. PReMI (2011)
Marek Sikora
Induction and pruning of classification rules for prediction of microseismic hazards in coal mines. Expert Syst. Appl. 38 (6) (2011)
Marek Sikora, Aleksandra Gruca
Induction and selection of the most interesting Gene Ontology based multiattribute rules for descriptions of gene groups. Pattern Recognit. Lett. 32 (2) (2011)
Aleksandra Gruca, Marek Sikora, Andrzej Polanski
RuleGO: a logical rules-based tool for description of gene groups by means of Gene Ontology. Nucleic Acids Res. 39 (Web-Server-Issue) (2011)
Marek Sikora, Lukasz Wróbel
Data-Driven Adaptive Selection of Rules Quality Measures for Improving the Rules Induction Algorithm. RSFDGrC (2011)
Marek Sikora
Decision Rule-Based Data Models Using TRS and NetTRS - Methods and Algorithms. Trans. Rough Sets 11 (2010)
Adam Gudys, Marek Sikora
An Algorithm for Decision Rules Aggregation. KDIR (2010)
Marek Sikora, Aleksandra Gruca
Quality improvement of rule-based gene group descriptions using information about GO terms importance occurring in premises of determined rules. Int. J. Appl. Math. Comput. Sci. 20 (3) (2010)
Aleksandra Gruca, Marek Sikora, Lukasz Chrost, Andrzej Polanski
RULEGO Bioinformatical Internet Service - System Architecture. CN (2009)
Aleksandra Gruca, Michal Kozielski, Marek Sikora
Fuzzy Clustering and Gene Ontology Based Decision Rules for Identification and Description of Gene Groups. ICMMI (2009)
Marcin Michalak, Marek Sikora
Decision Rule Based Data Models Using NetTRS System Overview. Trans. Rough Sets 9 (2008)
Marek Sikora, Marcin Michalak
NetTRS - Induction and Postprocessing of Decision Rules. RSCTC (2006)
Marek Sikora
Rule Quality Measures in Creation and Reduction of Data Rule Models. RSCTC (2006)
Marek Sikora
Fuzzy Rules Generation Method for Classification Problems Using Rough Sets and Genetic Algorithms. RSFDGrC (1) (2005)
Jacek Danda, Krzysztof Loziak, Marek Sikora, Rafal Watza
The discrete cosine multitone modulation modem construction and functionality. SIP (2005)
Jacek Danda, Krzysztof Loziak, Marek Sikora, Rafal Watza
Multicarrier Modulation with the Discrete Cosine Transform. Communication Systems and Applications (2005)
Grzegorz Drwal, Marek Sikora
Fuzzy Decision Support System with Rough Set Based Rules Generation Method. Rough Sets and Current Trends in Computing (2004)
Grzegorz Drwal, Marek Sikora
Induction of fuzzy decision rules based upon rough sets theory. FUZZ-IEEE (2004)