Concepedia

Marcin Michalak

MM

12

Publications

261

Citations

11

H-Index

2005

Active since

Affiliations

Silesian University of Technology(Current)

Łukasiewicz Research Network - Institute of Innovative Technologies EMAG

University of Warsaw

Universidad Pablo de Olavide

AGH University of Krakow

Marcin Michalak is an author at Silesian University of Technology specializing in engineering, data science, and data mining.

Top concepts

EngineeringData MiningData ScienceComputer ScienceKnowledge DiscoveryManagementPattern RecognitionSystems EngineeringPredictive AnalyticsStructural Health Monitoring

Publications per year

2005–2024

12

Publications

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

Common Gateway Architecture for Mobile Ad-Hoc Networks

Marcin Michalak, Torsten Braun · 2005 · 35 citations

Engineering, Ad-hoc Networks, Wireless Routing +8

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

Łukasz Wróbel, Marek Sikora, Marcin Michalak · Fundamenta Informaticae · 2016 · 35 citations

Engineering, Machine Learning, Mining Methods +17

Classification performance assessment for imbalanced multiclass data

Jesús S. Aguilar–Ruiz, Marcin Michalak · Scientific Reports · 2024 · 32 citations · Full text

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

Marek Hermansa, Michał Kozielski, Marcin Michalak et al. · Sensors · 2021 · 25 citations · Full text

Sensor-based Predictive Maintenance, Engineering, Warning System +26

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