Thanasis Vafeiadis

Information Technologies Institute — Greece

Engineering · Physical Sciences

15h-index1.4kcitations48works7.92yr avg
OpenAlex↗ORCID↗Google Scholar↗Lab page↗

Accepting Students?

No reports yet. Know if this professor is taking students?

Research Topics

Fault Detection and Control Systems(16), Industrial Vision Systems and Defect Detection(13), Anomaly Detection Techniques and Applications(10), Advanced Statistical Process Monitoring(6), Smart Grid Energy Management(4)

Publications48 total

Wildfire Susceptibility Mapping in Greece Using Ensemble Machine Learning
Earth·2025· 3 citedOpen Access
A Short Survey on Large Language Models' Application in Manufacturing Domain
2025
AI-Assisted Gamification Platform for Smart City Food Waste Management
2025· 1 cited
Anomaly Detection in Industrial Processes: Supervised vs. Unsupervised Learning and the Role of Explainability
Open Research Europe·2025· 2 citedOpen Access
Enhancing transparency and trust in AI-powered manufacturing: A survey of explainable AI (XAI) applications in smart manufacturing in the era of industry 4.0/5.0
ICT Express·2024· 30 citedOpen Access
Revolutionizing defect recognition in hard metal industry through AI explainability, human-in-the-loop approaches and cognitive mechanisms
Expert Systems with Applications·2024· 12 cited
Interpretability of deep neural networks: A review of methods, classification and hardware
Neurocomputing·2024· 29 cited
Application of a Visual and Data Analytics Platform for Industry 4.0 Enabled by the Interoperable Data Spine: A Real-World Paradigm for Anomaly Detection in the Furniture Domain
Proceedings of the I-ESA Conference·2024
An Overview of Explainability Approaches for Deep Neural Networks
SSRN Electronic Journal·2024Open Access
Anomaly Detection in Industrial Processes: Supervised vs. Unsupervised Learning and the Role of Explainability
SSRN Electronic Journal·2024· 2 citedOpen Access
A Holistic Framework for Production Scheduling in Industry 4.0
2023· 1 citedOpen Access
Revolutionizing Defect Recognition in Hard Metal Industry Through Ai Explainability, Human-in-The-Loop Approaches and Cognitive Mechanisms
SSRN Electronic Journal·2023Open Access
Utilizing an adaptive window rolling median methodology for time series anomaly detection
Procedia Computer Science·2023· 12 citedOpen Access
Utilizing machine learning on freight transportation and logistics applications: A review
ICT Express·2022· 101 citedOpen Access
Production Scheduling Optimization enabled by Digital Cognitive Platform
Procedia Computer Science·2022· 5 citedOpen Access
Fault Detection on Bearings and Rotating Machines based on Vibration Sensors Data
2021· 2 cited
Freight transportation route time prediction with ensemble learning techniques
2021· 7 cited
Cognitive analytics platform with AI solutions for anomaly detection
Computers in Industry·2021· 49 citedOpen Access
AI-supported Forecasting of Intermodal Freight Transportation Delivery Time
2021· 9 cited
Table of Contents
2021Open Access
page 1 of 3Next →

Frequent Co-authors

Dimitrios Tzovaras(42), Dimosthenis Ioannidis(41), Alexandros Nizamis(23), Stelios Krinidis(8), Thanasis Kotsiopoulos(7), Nikolaos Kolokas(6), Panagiotis Sarigiannidis(6), Chrysovalantou Ziogou(5), Spyros Voutetakis(5), Thanasis Antamis(4), Konstantinos Votis(4), Nikolaos Dimitriou(3), Vaia Rousopoulou(3), Ifigeneia Metaxa(3), Theofilos Mastos(2), N. G. Alexopoulos(2), Angelos Papadopoulos(2), Angeliki Zacharaki(2), Tracy Wotherspoon(2), Gregory Tinker(2)