Lukasz Wróbel

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 30

Top Topics

Nearest Neighbour

Decision Support

Top Venues

Knowl. Based Syst.

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)
Joanna Badura, Marek Hermansa, Michal Kozielski, Marek Sikora, Lukasz Wróbel
Separate-and-conquer survival action rule learning. Knowl. Based Syst. 280 (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)
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)
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, Pawel Matyszok, Lukasz Wróbel
SCARI: Separate and Conquer Algorithm for Action Rules and Recommendations Induction. CoRR (2021)
Adam Gudys, Marek Sikora, Lukasz Wróbel
RuleKit: A comprehensive suite for rule-based learning. Knowl. Based Syst. 194 (2020)
Adam Gudys, Marek Sikora, Lukasz Wróbel
RuleKit: A Comprehensive Suite for Rule-Based Learning. CoRR (2019)
Dariusz Felka, Marcin Malachowski, Lukasz Wróbel, Jaroslaw Brodny
Fuzzy Modelling of the Methane Hazard Rate. BDAS (2019)
Magdalena Mazur-Milecka, Emilia Kaczmarczyk, Lukasz Wróbel, Patryk Przybylski, Marika Trudnowska, Aleksandra Podwojcik, Monika Jagiello, Krzysztof Lukaszuk, Jacek Ruminski
Detection of the Oocyte Orientation for the ICSI Method Automation. HSI (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)
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)
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)
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)
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)
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)
Marek Sikora, Lukasz Wróbel
Data-Driven Adaptive Selection of Rules Quality Measures for Improving the Rules Induction Algorithm. RSFDGrC (2011)