Concepedia

Ioannis A. Tziafettas

IA

Statistics

Publications

2

Citations

107

H-Index

2

Active since

2021

Affiliations

Democritus University of Thrace(Current)

International Hellenic University

Ioannis A. Tziafettas is an author at Democritus University of Thrace specializing in engineering, data science, and pattern recognition.

Top concepts

EngineeringData ScienceDeep LearningFault DiagnosisMachine LearningPattern RecognitionCondition MonitoringDiagnosisIndustry 4.0Image Analysis

Publications per year

2021–2022

2

Publications

2

Machine learning and deep learning based methods toward industry 4.0 predictive maintenance in induction motors: State of the art survey

Maria Drakaki, Yannis L. Karnavas, Ioannis A. Tziafettas et al. · Journal of Industrial Engineering and Management · 2022 · 54 citations · Full text

Artificial Intelligence, Fault Diagnosis, Engineering +18

A Combined Short Time Fourier Transform and Image Classification Transformer Model for Rolling Element Bearings Fault Diagnosis in Electric Motors

Christos T. Alexakos, Yannis L. Karnavas, Maria Drakaki et al. · Machine Learning and Knowledge Extraction · 2021 · 53 citations · Full text

Fault Diagnosis, Convolutional Neural Network, Engineering +17

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