Marek Grzegorowski

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

Cost Optimization for Big Data Workloads Based on Dynamic Scheduling and Cluster-Size Tuning

Marek Grzegorowski, Eftim Zdravevski, Andrzej Janusz et al. · Big Data Research · 2021 · 43 citations

Cluster-size Tuning, Cluster Computing, Cost Optimization +13

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

Cluster-size optimization within a cloud-based ETL framework for Big Data

Eftim Zdravevski, Petre Lameski, Ace Dimitrievski et al. · 2019 · 25 citations

Cluster Computing, Engineering, Available Data +19

Clustering-Based Frequent Pattern Mining Framework for Solving Cold-Start Problem in Recommender Systems

Eyad Kannout, Marek Grzegorowski, Michał Grodzki et al. · IEEE Access · 2024 · 21 citations · Full text

Group Recommenders, Engineering, Frequent Pattern Mining +12