Lukasz Wróbel

According to our database, Lukasz Wróbel authored at least 34 papers between 2011 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Separate-and-conquer survival action rule learning.

Joanna Badura, Marek Hermansa, Michal Kozielski, Marek Sikora, Lukasz Wróbel

Knowl. Based Syst., November, 2023

2022

RuleXAI - A package for rule-based explanations of machine learning model.

Dawid Macha, Michal Kozielski, Lukasz Wróbel, Marek Sikora

SoftwareX, December, 2022

Sensor-Based Predictive Maintenance with Reduction of False Alarms - A Case Study in Heavy Industry.

Marek Hermansa, Michal Kozielski, Marcin Michalak, Krzysztof Szczyrba, Lukasz Wróbel, Marek Sikora

Sensors, 2022

SCARI: Separate and conquer algorithm for action rules and recommendations induction.

Marek Sikora, Pawel Matyszok, Lukasz Wróbel

Inf. Sci., 2022

Separate and conquer heuristic allows robust mining of contrast sets from various types of data.

Adam Gudys, Marek Sikora, Lukasz Wróbel

CoRR, 2022

MAINE: a web tool for multi-omics feature selection and rule-based data exploration.

Aleksandra Gruca, Joanna Henzel, Iwona Kostorz, Tomasz Steclik, Lukasz Wróbel, Marek Sikora

Bioinform., 2022

Demand forecasting in the fashion business - an example of customized nearest neighbour and linear mixed model approaches.

Joanna Henzel, Lukasz Wawrowski, Anna Kubina, Marek Sikora, Lukasz Wróbel

Proceedings of the 17th Conference on Computer Science and Intelligence Systems, 2022

2020

RuleKit: A comprehensive suite for rule-based learning.

Adam Gudys, Marek Sikora, Lukasz Wróbel

Knowl. Based Syst., 2020

2019

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

Marek Sikora, Lukasz Wróbel, Adam Gudys

Knowl. Based Syst., 2019

Detection of the Oocyte Orientation for the ICSI Method Automation.

Magdalena Mazur-Milecka, Emilia Kaczmarczyk, Lukasz Wróbel, Patryk Przybylski, Marika Trudnowska, Aleksandra Podwojcik, Monika Jagiello, Krzysztof Lukaszuk, Jacek Ruminski

Proceedings of the 12th International Conference on Human System Interaction, 2019

Fuzzy Modelling of the Methane Hazard Rate.

Dariusz Felka, Marcin Malachowski, Lukasz Wróbel, Jaroslaw Brodny

Proceedings of the Beyond Databases, Architectures and Structures. Paving the Road to Smart Data Processing and Analysis, 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.

Dominik Slezak, Marek Grzegorowski, Andrzej Janusz, Michal Kozielski, Sinh Hoa Nguyen, Marek Sikora, Sebastian Stawicki, Lukasz Wróbel

Inf. Sci., 2018

Bidirectional Action Rule Learning.

Pawel Matyszok, Lukasz Wróbel, Marek Sikora

Proceedings of the Computer and Information Sciences - 32nd International Symposium, 2018

Covering Approach to Action Rule Learning.

Pawel Matyszok, Marek Sikora, Lukasz Wróbel

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.

Jaroslaw Kurpanik, Joanna Henzel, Marek Sikora, Lukasz Wróbel, Marek Drewniak

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.

Michal Bochenek, Kamil Folkert, Roman Jaksik, Michal Krzeslak, Marcin Michalak, Marek Sikora, Tomasz Steclik, Lukasz Wróbel

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.

Andrzej Janusz, Marek Grzegorowski, Marcin Michalak, Lukasz Wróbel, Marek Sikora, Dominik Slezak

Eng. Appl. Artif. Intell., 2017

Learning rule sets from survival data.

Lukasz Wróbel, Adam Gudys, Marek Sikora

BMC Bioinform., 2017

Decision Rule Learning from Stream of Measurements - A Case Study in Methane Hazard Forecasting in Coal Mines.

Michal Kozielski, Pawel Matyszok, Marek Sikora, Lukasz Wróbel

Proceedings of the Man-Machine Interactions 5, 2017

2016

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

Lukasz Wróbel, Marek Sikora, Marcin Michalak

Fundam. Informaticae, 2016

Outlier Detection and Elimination in Stream Data - An Experimental Approach.

Mateusz Kalisch, Marcin Michalak, Piotr Przystalka, Marek Sikora, Lukasz Wróbel

Proceedings of the Rough Sets - International Joint Conference, 2016

Data Intensive vs Sliding Window Outlier Detection in the Stream Data - An Experimental Approach.

Mateusz Kalisch, Marcin Michalak, Marek Sikora, Lukasz Wróbel, Piotr Przystalka

Proceedings of the Artificial Intelligence and Soft Computing, 2016

Application of RapidMiner and R Environments to Dangerous Seismic Events Prediction.

Marcin Michalak, Katarzyna Dusza, Dominik Korda, Krzysztof Kozlowski, Bartlomiej Szwej, Michal Kozielski, Marek Sikora, Lukasz Wróbel

Proceedings of the 2016 Federated Conference on Computer Science and Information Systems, 2016

Predicting Dangerous Seismic Events: AAIA'16 Data Mining Challenge.

Andrzej Janusz, Dominik Slezak, Marek Sikora, Lukasz Wróbel

Proceedings of the 2016 Federated Conference on Computer Science and Information Systems, 2016

Influence of Outliers Introduction on Predictive Models Quality.

Mateusz Kalisch, Marcin Michalak, Marek Sikora, Lukasz Wróbel, Piotr Przystalka

Proceedings of the Beyond Databases, Architectures and Structures. Advanced Technologies for Data Mining and Knowledge Discovery, 2016

2015

Mining Data from Coal Mines: IJCRS'15 Data Challenge.

Andrzej Janusz, Marek Sikora, Lukasz Wróbel, Sebastian Stawicki, Marek Grzegorowski, Piotr Wojtas, Dominik Slezak

Proceedings of the Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing, 2015

Rule quality measures settings in a sequential covering rule induction algorithm - an empirical approach.

Marcin Michalak, Marek Sikora, Lukasz Wróbel

Proceedings of the 2015 Federated Conference on Computer Science and Information Systems, 2015

DISESOR - decision support system for mining industry.

Michal Kozielski, Marek Sikora, Lukasz Wróbel

Proceedings of the 2015 Federated Conference on Computer Science and Information Systems, 2015

Regression Rule Learning for Methane Forecasting in Coal Mines.

Michal Kozielski, Adam Skowron, Lukasz Wróbel, Marek Sikora

Proceedings of the Beyond Databases, Architectures and Structures, 2015

2013

seismic-bumps.

Marek Sikora, Lukasz Wróbel

Dataset, April, 2013

Data-driven adaptive selection of rule quality measures for improving rule induction and filtration algorithms.

Marek Sikora, Lukasz Wróbel

Int. J. Gen. Syst., 2013

2012

Algorithms for Filtration of Unordered Sets of Regression Rules.

Lukasz Wróbel, Marek Sikora, Adam Skowron

Proceedings of the Multi-disciplinary Trends in Artificial Intelligence, 2012

Rule Quality Measure-Based Induction of Unordered Sets of Regression Rules.

Marek Sikora, Adam Skowron, Lukasz Wróbel

Proceedings of the Artificial Intelligence: Methodology, Systems, and Applications, 2012

2011

Data-Driven Adaptive Selection of Rules Quality Measures for Improving the Rules Induction Algorithm.

Marek Sikora, Lukasz Wróbel

Proceedings of the Rough Sets, Fuzzy Sets, Data Mining and Granular Computing, 2011