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Thanasis Vafeiadis

Centre for Research and Technology Hellas (CERTH) - Information Technologies Institute

6th km Charilaou-Thermi Rd

Thermi, Thessaloniki, GR 57001

Greece

  • Centre for Research and Technology Hellas (CERTH) - Information Technologies Institute

SCHOLARLY PAPERS

3

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381

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Scholarly Papers (3)

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1.

Revolutionizing Defect Recognition in Hard Metal Industry Through Ai Explainability, Human-in-The-Loop Approaches and Cognitive Mechanisms

Number of pages: 29 Posted: 07 Jul 2023
Thanasis Kotsiopoulos, Gerasimos Papakostas, Thanasis Vafeiadis, Vasileios Dimitriadis, Alexandros Nizamis, Andrea Bolzoni, Davide Bellinati, Dimosthenis Ioannidis, Konstantinos Votis, Dimitrios Tzovaras and Panagiotis Sarigiannidis
Centre for Research and Technology Hellas (CERTH) - Information Technologies Institute, Centre for Research and Technology Hellas (CERTH) - Information Technologies Institute, Centre for Research and Technology Hellas (CERTH) - Information Technologies Institute, Centre for Research and Technology Hellas (CERTH) - Information Technologies Institute, Centre for Research and Technology Hellas (CERTH) - Information Technologies Institute, affiliation not provided to SSRN, affiliation not provided to SSRN, Centre for Research and Technology Hellas (CERTH) - Information Technologies Institute, Centre for Research and Technology Hellas (CERTH) - Information Technologies Institute, Centre for Research and Technology Hellas (CERTH) - Information Technologies Institute and University of Western Macedonia - Department of Electrical and Computer Engineering
Downloads 139 (527,599)

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Defect detection, defect localization, deep learning, explainability AI, human-in-the-loop, digital platform, hard metal industry

2.

Anomaly Detection in Industrial Processes: Supervised vs. Unsupervised Learning and the Role of Explainability

Number of pages: 33 Posted: 31 Jan 2024
Avraam Bardos, Panagiotis Doupidis, Thanasis Kotsiopoulos, Thanasis Vafeiadis, Alexandros Nizamis, Heino Geerdens, Dimosthenis Ioannidis, Konstantinos Votis, Dimitrios Tzovaras and Panagiotis Sarigiannidis
Centre for Research and Technology Hellas (CERTH) - Information Technologies Institute, Centre for Research and Technology Hellas (CERTH) - Information Technologies Institute, Centre for Research and Technology Hellas (CERTH) - Information Technologies Institute, Centre for Research and Technology Hellas (CERTH) - Information Technologies Institute, Centre for Research and Technology Hellas (CERTH) - Information Technologies Institute, affiliation not provided to SSRN, Centre for Research and Technology Hellas (CERTH) - Information Technologies Institute, Centre for Research and Technology Hellas (CERTH) - Information Technologies Institute, Centre for Research and Technology Hellas (CERTH) - Information Technologies Institute and University of Western Macedonia - Department of Electrical and Computer Engineering
Downloads 123 (584,619)

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Anomaly detection, supervised learning, unsupervised learning, Explainable artificial intelligence, Automotive industry

3.

An Overview of Explainability Approaches for Deep Neural Networks

Number of pages: 31 Posted: 25 Jan 2024
Thanasis Antamis, Anastasis Drosou, Thanasis Vafeiadis, Alexandros Nizamis, Dimosthenis Ioannidis and Dimitrios Tzovaras
Centre for Research and Technology Hellas (CERTH) - Information Technologies Institute, Centre for Research and Technology Hellas (CERTH) - Information Technologies Institute, Centre for Research and Technology Hellas (CERTH) - Information Technologies Institute, Centre for Research and Technology Hellas (CERTH) - Information Technologies Institute, Centre for Research and Technology Hellas (CERTH) - Information Technologies Institute and Centre for Research and Technology Hellas (CERTH) - Information Technologies Institute
Downloads 119 (600,462)

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xai, deep neural networks, xDNN, Survey