Concepedia

Sebastian Iwaszenko

SI

12

Publications

362

Citations

11

H-Index

2010

Active since

Affiliations

Central Mining Institute(Current)

University of Alberta

Sebastian Iwaszenko is an author at Central Mining Institute specializing in engineering, civil engineering, and pattern recognition.

Top concepts

EngineeringCivil EngineeringImage AnalysisPattern RecognitionModeling And SimulationEnvironmental EngineeringData ScienceComputer VisionMachine LearningImage Segmentation

Publications per year

2010–2021

12

Publications

12

Detection of Natural Gas Leakages Using a Laser-Based Methane Sensor and UAV

Sebastian Iwaszenko, Piotr Kalisz, Marcin Słota et al. · Remote Sensing · 2021 · 90 citations · Full text

Environmental Monitoring, Engineering, Aerospace Engineering +11

Use of machine learning algorithms to assess the state of rockburst hazard in underground coal mine openings

Łukasz Wojtecki, Sebastian Iwaszenko, Derek B. Apel et al. · Journal of Rock Mechanics and Geotechnical Engineering · 2021 · 83 citations · Full text

Determination of random pore model parameters for underground coal gasification simulation

Sebastian Iwaszenko, Natalia Howaniec, Adam Smoliński · Energy · 2018 · 51 citations

Pore Structure, Engineering, Civil Engineering +8

An Attempt to Use Machine Learning Algorithms to Estimate the Rockburst Hazard in Underground Excavations of Hard Coal Mine

Łukasz Wojtecki, Sebastian Iwaszenko, Derek B. Apel et al. · Energies · 2021 · 30 citations · Full text

Mining Science, Engineering, Machine Learning +21

Application of Deep Learning in Petrographic Coal Images Segmentation

Sebastian Iwaszenko, Leokadia Róg · Minerals · 2021 · 20 citations · Full text

Image Classification, Convolutional Neural Network, Image Analysis +13

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