Lukasz Wróbel

42 papers C 6Misc 1Journal 21Unranked 14

Year	Rank	Type	Title / Venue / Authors
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
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	J	`jnl`	IMCP: A Python package for imbalanced and multiclass data classifier performance comparison. SoftwareX Jesús S. Aguilar-Ruiz, Marcin Michalak, Lukasz Wróbel
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
2023	J	`jnl`	Separate-and-conquer survival action rule learning. Knowl. Based Syst. Joanna Badura, Marek Hermansa, Michal Kozielski, Marek Sikora, Lukasz Wróbel
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	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	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	J	`jnl`	SCARI: Separate and Conquer Algorithm for Action Rules and Recommendations Induction. CoRR Marek Sikora, Pawel Matyszok, Lukasz Wróbel
2020	J	`jnl`	RuleKit: A comprehensive suite for rule-based learning. Knowl. Based Syst. Adam Gudys, Marek Sikora, Lukasz Wróbel
2019	C	`conf`	Detection of the Oocyte Orientation for the ICSI Method Automation. HSI Magdalena Mazur-Milecka, Emilia Kaczmarczyk, Lukasz Wróbel, Patryk Przybylski, Marika Trudnowska, Aleksandra Podwojcik, Monika Jagiello, Krzysztof Lukaszuk, Jacek Ruminski
2019	—	`conf`	Fuzzy Modelling of the Methane Hazard Rate. BDAS Dariusz Felka, Marcin Malachowski, Lukasz Wróbel, Jaroslaw Brodny
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	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	—	`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`	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	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	—	`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`	Data-driven adaptive selection of rule quality measures for improving rule induction and filtration algorithms. Int. J. Gen. Syst. Marek Sikora, Lukasz Wróbel
2012	—	`conf`	Algorithms for Filtration of Unordered Sets of Regression Rules. MIWAI Lukasz Wróbel, Marek Sikora, Adam Skowron
2012	Misc	`conf`	Rule Quality Measure-Based Induction of Unordered Sets of Regression Rules. AIMSA Marek Sikora, Adam Skowron, Lukasz Wróbel
2011	—	`conf`	Data-Driven Adaptive Selection of Rules Quality Measures for Improving the Rules Induction Algorithm. RSFDGrC Marek Sikora, Lukasz Wróbel