Marek Sikora - RankMe

97 papers B 7C 10Misc 2Journal 42Unranked 36

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Adversarial Attacks Detection Method for Tabular Data. Mach. Learn. Knowl. Extr. Lukasz Wawrowski, Piotr Biczyk, Dominik Slezak, Marek Sikora
2025	J	`jnl`	RuleKit 2: Faster and simpler rule learning. CoRR Adam Gudys, Cezary Maszczyk, Joanna Badura, Adam Grzelak, Marek Sikora, Lukasz Wróbel
2025	J	`jnl`	RuleKit2: Faster and simpler rule learning. SoftwareX Adam Gudys, Cezary Maszczyk, Joanna Badura, Adam Grzelak, Marek Sikora, Lukasz Wróbel
2025	J	`jnl`	Towards consistency of rule-based explainer and black box model - Fusion of rule induction and XAI-based feature importance. Knowl. Based Syst. Michal Kozielski, Marek Sikora, Lukasz Wawrowski
2024	J	`jnl`	Classification, Regression, and Survival Rule Induction with Complex and M-of-N Elementary Conditions. Mach. Learn. Knowl. Extr. Cezary Maszczyk, Marek Sikora, Lukasz Wróbel
2024	B	`conf`	Enhancing Cybersecurity Curriculum Development: AI-Driven Mapping and Optimization Techniques. ARES Petr Dzurenda, Sara Ricci, Marek Sikora, Michal Stejskal, Imre Lendák, Pedro Adão
2024	—	`conf`	RuleMiner: An Interactive Web Tool for Rule-Based Data Analysis. RuleML+RR (Companion) Marek Sikora, Dawid Macha, Joanna Badura, Artur Kozlowski, Lukasz Wróbel
2024	J	`jnl`	Separate and conquer heuristic allows robust mining of contrast sets in classification, regression, and survival data. Expert Syst. Appl. Adam Gudys, Marek Sikora, Lukasz Wróbel
2024	J	`jnl`	Towards consistency of rule-based explainer and black box model - fusion of rule induction and XAI-based feature importance. CoRR Michal Kozielski, Marek Sikora, Lukasz Wawrowski
2023	J	`jnl`	Anomaly Detection Module for Network Traffic Monitoring in Public Institutions. Sensors Lukasz Wawrowski, Andrzej Bialas, Adrian Kajzer, Artur Kozlowski, Rafal Kurianowicz, Marek Sikora, Agnieszka Szymanska-Kwiecien, Mariusz Uchronski, Milosz Bialczak, Maciej Olejnik, Marcin Michalak
2023	J	`jnl`	BrightBox - A rough set based technology for diagnosing mistakes of machine learning models. Appl. Soft Comput. Andrzej Janusz, Andzelika Zalewska, Lukasz Wawrowski, Piotr Biczyk, Jan Ludziejewski, Marek Sikora, Dominik Slezak
2023	B	`conf`	Curricula Designer with Enhanced ECSF Analysis. ARES Jan Hajny, Marek Sikora, Konstantinos Adamos, Fabio Di Franco
2023	J	`jnl`	Resource Management in LADNs Supporting 5G V2X Communications. IEEE Access Ren-Hung Hwang, Faysal Marzuk, Marek Sikora, Piotr Cholda, Ying-Dar Lin
2023	J	`jnl`	Separate-and-conquer survival action rule learning. Knowl. Based Syst. Joanna Badura, Marek Hermansa, Michal Kozielski, Marek Sikora, Lukasz Wróbel
2022	B	`conf`	Adding European Cybersecurity Skills Framework into Curricula Designer. ARES Jan Hajny, Marek Sikora, Athanasios Vasileios Grammatopoulos, Fabio Di Franco
2022	C	`conf`	Demand forecasting in the fashion business - an example of customized nearest neighbour and linear mixed model approaches. FedCSIS Joanna Henzel, Lukasz Wawrowski, Anna Kubina, Marek Sikora, Lukasz Wróbel
2022	B	`conf`	Job Adverts Analyzer for Cybersecurity Skills Needs Evaluation. ARES Sara Ricci, Marek Sikora, Simon Parker, Imre Lendak, Yianna Danidou, Argyro Chatzopoulou, Remi Badonnel, Donatas Alksnys
2022	J	`jnl`	MAINE: a web tool for multi-omics feature selection and rule-based data exploration. Bioinform. Aleksandra Gruca, Joanna Henzel, Iwona Kostorz, Tomasz Steclik, Lukasz Wróbel, Marek Sikora
2022	C	`conf`	Rule-based approximation of black-box classifiers for tabular data to generate global and local explanations. FedCSIS Cezary Maszczyk, Michal Kozielski, Marek Sikora
2022	J	`jnl`	RuleXAI - A package for rule-based explanations of machine learning model. SoftwareX Dawid Macha, Michal Kozielski, Lukasz Wróbel, Marek Sikora
2022	J	`jnl`	SCARI: Separate and conquer algorithm for action rules and recommendations induction. Inf. Sci. Marek Sikora, Pawel Matyszok, Lukasz Wróbel
2022	J	`jnl`	Sensor-Based Predictive Maintenance with Reduction of False Alarms - A Case Study in Heavy Industry. Sensors Marek Hermansa, Michal Kozielski, Marcin Michalak, Krzysztof Szczyrba, Lukasz Wróbel, Marek Sikora
2022	J	`jnl`	Separate and conquer heuristic allows robust mining of contrast sets from various types of data. CoRR Adam Gudys, Marek Sikora, Lukasz Wróbel
2021	C	`conf`	Analysis and detection of application-independent slow Denial of Service cyber attacks. ISI Marek Sikora, Radek Fujdiak, Jiri Misurec
2021	B	`conf`	Cybersecurity Curricula Designer. ARES Jan Hajny, Sara Ricci, Edmundas Piesarskas, Marek Sikora
2021	B	`conf`	Detecting anomalies and attacks in network traffic monitoring with classification methods and XAI-based explainability. KES Lukasz Wawrowski, Marcin Michalak, Andrzej Bialas, Rafal Kurianowicz, Marek Sikora, Mariusz Uchronski, Adrian Kajzer
2021	J	`jnl`	Generator of Slow Denial-of-Service Cyber Attacks. Sensors Marek Sikora, Radek Fujdiak, Karel Kuchar, Eva Holasova, Jiri Misurec
2021	—	`conf`	Impact of time series clustering on fuel sales prediction results. FedCSIS (Position Papers) Joanna Henzel, Jakub Bularz, Marek Sikora
2021	C	`conf`	Outlier Detection in Network Traffic Monitoring. ICPRAM Marcin Michalak, Lukasz Wawrowski, Marek Sikora, Rafal Kurianowicz, Artur Kozlowski, Andrzej Bialas
2021	J	`jnl`	SCARI: Separate and Conquer Algorithm for Action Rules and Recommendations Induction. CoRR Marek Sikora, Pawel Matyszok, Lukasz Wróbel
2020	J	`jnl`	Classification supporting COVID-19 diagnostics based on patient survey data. CoRR 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
2020	—	`conf`	Design of Advanced Slow Denial of Service Attack Generator. ICUMT Marek Sikora, Andrej Krivulcik, Radek Fujdiak, Petr Blazek
2020	C	`conf`	Gradient Boosting Application in Forecasting of Performance Indicators Values for Measuring the Efficiency of Promotions in FMCG Retail. FedCSIS Joanna Henzel, Marek Sikora
2020	J	`jnl`	Gradient Boosting Application in Forecasting of Performance Indicators Values for Measuring the Efficiency of Promotions in FMCG Retail. CoRR Joanna Henzel, Marek Sikora
2020	—	`conf`	Gradient Boosting and Deep Learning Models Approach to Forecasting Promotions Efficiency in FMCG Retail. ICAISC (2) Joanna Henzel, Marek Sikora
2020	—	`conf`	On Positive-Correlation-Promoting Reducts. IJCRS Joanna Henzel, Andrzej Janusz, Marek Sikora, Dominik Slezak
2020	—	`conf`	Resource Management in LADNs Supporting 5G V2X Communications. VTC Fall Ren-Hung Hwang, Faysal Marzuk, Marek Sikora, Piotr Cholda, Ying-Dar Lin
2020	J	`jnl`	RuleKit: A comprehensive suite for rule-based learning. Knowl. Based Syst. Adam Gudys, Marek Sikora, Lukasz Wróbel
2020	—	`conf`	SCADA-based Message Generator for Multi-Vendor Smart Grids: Integration and Verification of TASE.2. ICUMT Petr Ilgner, Martin Stusek, Petr Cika, Marek Sikora
2019	J	`jnl`	GuideR: A guided separate-and-conquer rule learning in classification, regression, and survival settings. Knowl. Based Syst. Marek Sikora, Lukasz Wróbel, Adam Gudys
2019	—	`conf`	On Detection and Mitigation of Slow Rate Denial of Service Attacks. ICUMT Marek Sikora, Tomas Gerlich, Lukas Malina
2019	J	`jnl`	RuleKit: A Comprehensive Suite for Rule-Based Learning. CoRR Adam Gudys, Marek Sikora, Lukasz Wróbel
2018	J	`jnl`	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. Dominik Slezak, Marek Grzegorowski, Andrzej Janusz, Michal Kozielski, Sinh Hoa Nguyen, Marek Sikora, Sebastian Stawicki, Lukasz Wróbel
2018	—	`conf`	Bidirectional Action Rule Learning. ISCIS Pawel Matyszok, Lukasz Wróbel, Marek Sikora
2018	—	`conf`	Covering Approach to Action Rule Learning. BDAS Pawel Matyszok, Marek Sikora, Lukasz Wróbel
2018	—	`conf`	EYE: Big Data System Supporting Preventive and Predictive Maintenance of Robotic Production Lines. BDAS Jaroslaw Kurpanik, Joanna Henzel, Marek Sikora, Lukasz Wróbel, Marek Drewniak
2018	J	`jnl`	GuideR: a guided separate-and-conquer rule learning in classification, regression, and survival settings. CoRR Marek Sikora, Lukasz Wróbel, Adam Gudys
2018	—	`conf`	The Use of Distributed Data Storage and Processing Systems in Bioinformatic Data Analysis. BDAS Michal Bochenek, Kamil Folkert, Roman Jaksik, Michal Krzeslak, Marcin Michalak, Marek Sikora, Tomasz Steclik, Lukasz Wróbel
2017	J	`jnl`	Data- and expert-driven rule induction and filtering framework for functional interpretation and description of gene sets. J. Biomed. Semant. Aleksandra Gruca, Marek Sikora
2017	—	`conf`	Decision Rule Learning from Stream of Measurements - A Case Study in Methane Hazard Forecasting in Coal Mines. ICMMI Michal Kozielski, Pawel Matyszok, Marek Sikora, Lukasz Wróbel
2017	J	`jnl`	Learning rule sets from survival data. BMC Bioinform. Lukasz Wróbel, Adam Gudys, Marek Sikora
2017	J	`jnl`	Predicting seismic events in coal mines based on underground sensor measurements. Eng. Appl. Artif. Intell. Andrzej Janusz, Marek Grzegorowski, Marcin Michalak, Lukasz Wróbel, Marek Sikora, Dominik Slezak
2016	C	`conf`	Application of RapidMiner and R Environments to Dangerous Seismic Events Prediction. FedCSIS Marcin Michalak, Katarzyna Dusza, Dominik Korda, Krzysztof Kozlowski, Bartlomiej Szwej, Michal Kozielski, Marek Sikora, Lukasz Wróbel
2016	—	`conf`	Data Intensive vs Sliding Window Outlier Detection in the Stream Data - An Experimental Approach. ICAISC (2) Mateusz Kalisch, Marcin Michalak, Marek Sikora, Lukasz Wróbel, Piotr Przystalka
2016	—	`conf`	Influence of Outliers Introduction on Predictive Models Quality. BDAS Mateusz Kalisch, Marcin Michalak, Marek Sikora, Lukasz Wróbel, Piotr Przystalka
2016	—	`conf`	Modern ICT and Mechatronic Systems in Contemporary Mining Industry. IJCRS Wojciech Moczulski, Piotr Przystalka, Marek Sikora, Radoslaw Zimroz
2016	—	`conf`	Outlier Detection and Elimination in Stream Data - An Experimental Approach. IJCRS Mateusz Kalisch, Marcin Michalak, Piotr Przystalka, Marek Sikora, Lukasz Wróbel
2016	C	`conf`	Predicting Dangerous Seismic Events: AAIA'16 Data Mining Challenge. FedCSIS Andrzej Janusz, Dominik Slezak, Marek Sikora, Lukasz Wróbel
2016	J	`jnl`	Rule Quality Measures Settings in Classification, Regression and Survival Rule Induction - an Empirical Approach. Fundam. Informaticae Lukasz Wróbel, Marek Sikora, Marcin Michalak
2015	—	`conf`	Analysis of Urban Noise Frequency Characteristics Using a Smartphone. MCSS Pawel Tarsa, Jacek Danda, Jacek Wszolek, Marek Sikora
2015	C	`conf`	DISESOR - decision support system for mining industry. FedCSIS Michal Kozielski, Marek Sikora, Lukasz Wróbel
2015	—	`conf`	Mining Data from Coal Mines: IJCRS'15 Data Challenge. RSFDGrC Andrzej Janusz, Marek Sikora, Lukasz Wróbel, Sebastian Stawicki, Marek Grzegorowski, Piotr Wojtas, Dominik Slezak
2015	J	`jnl`	Modeling Smart Grid neighborhoods with the ENERsip ontology. Comput. Ind. Gregorio López, Víctor Custodio, José Ignacio Moreno, Marek Sikora, Pedro S. Moura, Norberto Fernández García
2015	—	`conf`	Regression Rule Learning for Methane Forecasting in Coal Mines. BDAS Michal Kozielski, Adam Skowron, Lukasz Wróbel, Marek Sikora
2015	C	`conf`	Rule quality measures settings in a sequential covering rule induction algorithm - an empirical approach. FedCSIS Marcin Michalak, Marek Sikora, Lukasz Wróbel
2013	J	`jnl`	CHIRA - Convex Hull Based Iterative Algorithm of Rules Aggregation. Fundam. Informaticae Marek Sikora, Adam Gudys
2013	J	`jnl`	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. Marek Sikora
2013	J	`jnl`	Data-driven adaptive selection of rule quality measures for improving rule induction and filtration algorithms. Int. J. Gen. Syst. Marek Sikora, Lukasz Wróbel
2013	—	`conf`	Detecting Transmission Power Misbehaviour in Wi-Fi Networks. WiFlex Szymon Szott, Marek Sikora, Marek Natkaniec, Krzysztof Loziak
2013	—	`conf`	End user models for residential demand response. ISGT Europe Ondrej Holub, Marek Sikora
2013	J	`jnl`	HuntMi: an efficient and taxon-specific approach in pre-miRNA identification. BMC Bioinform. Adam Gudys, Michal Wojciech Szczesniak, Marek Sikora, Izabela Makalowska
2013	J	`jnl`	Redefinition of Decision Rules Based on the Importance of Elementary Conditions Evaluation. Fundam. Informaticae Marek Sikora
2012	—	`conf`	Algorithms for Filtration of Unordered Sets of Regression Rules. MIWAI Lukasz Wróbel, Marek Sikora, Adam Skowron
2012	—	`conf`	Dynamic Alarm Management in Next Generation Process Control Systems. APMS (2) Eva Jerhotová, Marek Sikora, Petr Stluka
2012	Misc	`conf`	Identification of the Compound Subjective Rule Interestingness Measure for Rule-Based Functional Description of Genes. AIMSA Aleksandra Gruca, Marek Sikora
2012	J	`jnl`	Improving prediction models applied in systems monitoring natural hazards and machinery. Int. J. Appl. Math. Comput. Sci. Marek Sikora, Beata Sikora
2012	—	`conf`	ORG - Oblique Rules Generator. ICAISC (2) Marcin Michalak, Marek Sikora, Patryk Ziarnik
2012	—	`conf`	Platform for coordination of energy generation and consumption in residential neighborhoods. ISGT Europe Vladimir Bicik, Ondrej Holub, Karel Marik, Marek Sikora, Petr Stluka, Reinhilde D'hulst
2012	Misc	`conf`	Rule Quality Measure-Based Induction of Unordered Sets of Regression Rules. AIMSA Marek Sikora, Adam Skowron, Lukasz Wróbel
2011	—	`conf`	Approximation of a Coal Mass by an Ultrasonic Sensor Using Regression Rules. PReMI Marek Sikora, Marcin Michalak, Beata Sikora
2011	—	`conf`	Data-Driven Adaptive Selection of Rules Quality Measures for Improving the Rules Induction Algorithm. RSFDGrC Marek Sikora, Lukasz Wróbel
2011	J	`jnl`	Induction and pruning of classification rules for prediction of microseismic hazards in coal mines. Expert Syst. Appl. Marek Sikora
2011	J	`jnl`	Induction and selection of the most interesting Gene Ontology based multiattribute rules for descriptions of gene groups. Pattern Recognit. Lett. Marek Sikora, Aleksandra Gruca
2011	J	`jnl`	RuleGO: a logical rules-based tool for description of gene groups by means of Gene Ontology. Nucleic Acids Res. Aleksandra Gruca, Marek Sikora, Andrzej Polanski
2010	—	`conf`	An Algorithm for Decision Rules Aggregation. KDIR Adam Gudys, Marek Sikora
2010	J	`jnl`	Decision Rule-Based Data Models Using TRS and NetTRS - Methods and Algorithms. Trans. Rough Sets Marek Sikora
2010	J	`jnl`	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. Marek Sikora, Aleksandra Gruca
2009	—	`conf`	Fuzzy Clustering and Gene Ontology Based Decision Rules for Identification and Description of Gene Groups. ICMMI Aleksandra Gruca, Michal Kozielski, Marek Sikora
2009	—	`conf`	RULEGO Bioinformatical Internet Service - System Architecture. CN Aleksandra Gruca, Marek Sikora, Lukasz Chrost, Andrzej Polanski
2008	J	`jnl`	Decision Rule Based Data Models Using NetTRS System Overview. Trans. Rough Sets Marcin Michalak, Marek Sikora
2006	—	`conf`	NetTRS - Induction and Postprocessing of Decision Rules. RSCTC Marek Sikora, Marcin Michalak
2006	—	`conf`	Rule Quality Measures in Creation and Reduction of Data Rule Models. RSCTC Marek Sikora
2005	—	`conf`	Fuzzy Rules Generation Method for Classification Problems Using Rough Sets and Genetic Algorithms. RSFDGrC (1) Marek Sikora
2005	C	`conf`	Multicarrier Modulation with the Discrete Cosine Transform. Communication Systems and Applications Jacek Danda, Krzysztof Loziak, Marek Sikora, Rafal Watza
2005	—	`conf`	The discrete cosine multitone modulation modem construction and functionality. SIP Jacek Danda, Krzysztof Loziak, Marek Sikora, Rafal Watza
2004	—	`conf`	Fuzzy Decision Support System with Rough Set Based Rules Generation Method. Rough Sets and Current Trends in Computing Grzegorz Drwal, Marek Sikora
2004	B	`conf`	Induction of fuzzy decision rules based upon rough sets theory. FUZZ-IEEE Grzegorz Drwal, Marek Sikora