Łukasz 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

Dominik Ślȩzak, Marek Grzegorowski, Andrzej Janusz et al. · Information Sciences · 2018 · 64 citations

Forecasting Methodology, Probabilistic Forecasting, Environmental Monitoring +15

Application of Rule Induction Algorithms for Analysis of Data Collected by Seismic Hazard Monitoring Systems in Coal Mines

Marek Sikora, Łukasz Wróbel · Archives of Mining Sciences · 2010 · 58 citations

Engineering, Machine Learning, Geotechnical Engineering +26

Energy Consumption Forecasting for the Digital-Twin Model of the Building

Joanna Henzel, Łukasz Wróbel, Marcin Fice et al. · Energies · 2022 · 47 citations · Full text

Forecasting Methodology, Engineering, Energy Efficiency +21

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

Marek Sikora, Łukasz Wróbel, Adam Gudyś · Knowledge-Based Systems · 2019 · 40 citations · Full text

Artificial Intelligence, Classification Method, Survival Settings +12

Predicting seismic events in coal mines based on underground sensor measurements

Andrzej Janusz, Marek Grzegorowski, Marcin Michalak et al. · Engineering Applications of Artificial Intelligence · 2017 · 38 citations

Ground Motion, Earthquake Engineering, Engineering +11