Łukasz Wróbel

Łukasz Wróbel

Politechnika Slaska

H-index: 15

Europe-Poland

About Łukasz Wróbel

Łukasz Wróbel, With an exceptional h-index of 15 and a recent h-index of 11 (since 2020), a distinguished researcher at Politechnika Slaska, specializes in the field of Data Mining, Machine Learning, Rule Induction, Rule Learning, Survival Analysis.

His recent articles reflect a diverse array of research interests and contributions to the field:

Recommendation Algorithm Based on Survival Action Rules

Classification, Regression, and Survival Rule Induction with Complex and M-of-N Elementary Conditions

Separate-and-conquer survival action rule learning

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

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

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

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

Energy consumption forecasting for the digital-twin model of the building

Łukasz Wróbel Information

University

Position

___

Citations(all)

671

Citations(since 2020)

426

Cited By

380

hIndex(all)

15

hIndex(since 2020)

11

i10Index(all)

21

i10Index(since 2020)

11

Email

University Profile Page

Politechnika Slaska

Google Scholar

View Google Scholar Profile

Łukasz Wróbel Skills & Research Interests

Data Mining

Machine Learning

Rule Induction

Rule Learning

Survival Analysis

Top articles of Łukasz Wróbel

Title

Journal

Author(s)

Publication Date

Recommendation Algorithm Based on Survival Action Rules

Applied Sciences

Marek Hermansa

Marek Sikora

Beata Sikora

Łukasz Wróbel

2024/3/30

Classification, Regression, and Survival Rule Induction with Complex and M-of-N Elementary Conditions

Machine Learning and Knowledge Extraction

Cezary Maszczyk

Marek Sikora

Łukasz Wróbel

2024/3/5

Separate-and-conquer survival action rule learning

Knowledge-Based Systems

Joanna Badura

Marek Hermansa

Michał Kozielski

Marek Sikora

Łukasz Wróbel

2023/11/25

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

Bioinformatics

Aleksandra Gruca

Joanna Henzel

Iwona Kostorz

Tomasz Stęclik

Łukasz Wróbel

...

2022/3/15

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

SoftwareX

Dawid Macha

Michał Kozielski

Łukasz Wróbel

Marek Sikora

2022/12/1

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

Joanna Henzel

Łukasz Wawrowski

Anna Kubina

Marek Sikora

Łukasz Wróbel

2022/9/4

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

Information Sciences

Marek Sikora

Paweł Matyszok

Łukasz Wróbel

2022/8/1

Energy consumption forecasting for the digital-twin model of the building

Energies

Joanna Henzel

Łukasz Wróbel

Marcin Fice

Marek Sikora

2022/6/13

Machine learning based analysis of relations between antigen expression and genetic aberrations in childhood B-cell precursor acute lymphoblastic leukaemia

Journal of Clinical Medicine

Jan Kulis

Łukasz Wawrowski

Łukasz Sędek

Łukasz Wróbel

Łukasz Słota

...

2022/4/19

Sensor-based predictive maintenance with reduction of false alarms—A case study in heavy industry

Sensors

Marek Hermansa

Michał Kozielski

Marcin Michalak

Krzysztof Szczyrba

Łukasz Wróbel

...

2021/12/29

Data on methane concentration collected by underground coal mine sensors

Data in brief

Michał Kozielski

Marek Sikora

Łukasz Wróbel

2021/12/1

A sensor data-driven decision support system for liquefied petroleum gas suppliers

Applied Sciences

Michał Kozielski

Joanna Henzel

Łukasz Wróbel

Zbigniew Łaskarzewski

Marek Sikora

2021/4/13

RuleKit: A comprehensive suite for rule-based learning

Knowledge-Based Systems

Adam Gudyś

Marek Sikora

Łukasz Wróbel

2020/4/22

See List of Professors in Łukasz Wróbel University(Politechnika Slaska)

Co-Authors

H-index: 41
Dominik Slezak

Dominik Slezak

Uniwersytet Warszawski

H-index: 20
Andrzej Janusz

Andrzej Janusz

Uniwersytet Warszawski

H-index: 20
Marek Sikora

Marek Sikora

Politechnika Slaska

H-index: 13
Sebastian Stawicki

Sebastian Stawicki

Uniwersytet Warszawski

H-index: 11
Marcin Michalak

Marcin Michalak

Politechnika Slaska

H-index: 11
Beata Sikora

Beata Sikora

Politechnika Slaska

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