Thanasis Vafeiadis

32 papers B 2C 6Journal 18Unranked 6

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	AI-Assisted Gamification Platform for Smart City Food Waste Management. IUI Companion Anastasia Tsita, Stylianos Eleftheriadis, Thanasis Vafeiadis, Dimosthenis Ioannidis, Dimitrios Tzovaras
2025	J	`jnl`	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 Konstantinos Nikiforidis, Alkiviadis Kyrtsoglou, Thanasis Vafeiadis, Thanasis Kotsiopoulos, Alexandros Nizamis, Dimosthenis Ioannidis, Konstantinos Votis, Dimitrios Tzovaras, Panagiotis G. Sarigiannidis
2024	J	`jnl`	Interpretability of deep neural networks: A review of methods, classification and hardware. Neurocomputing Thanasis Antamis, Anastasios Drosou, Thanasis Vafeiadis, Alexandros Nizamis, Dimosthenis Ioannidis, Dimitrios Tzovaras
2024	J	`jnl`	Revolutionizing defect recognition in hard metal industry through AI explainability, human-in-the-loop approaches and cognitive mechanisms. Expert Syst. Appl. Thanasis Kotsiopoulos, Gerasimos Papakostas, Thanasis Vafeiadis, Vasileios Dimitriadis, Alexandros Nizamis, Andrea Bolzoni, Davide Bellinati, Dimosthenis Ioannidis, Konstantinos Votis, Dimitrios Tzovaras, Panagiotis G. Sarigiannidis
2023	—	`conf`	A Holistic Framework for Production Scheduling in Industry 4.0. DCOSS-IoT Dimitris Dimoudis, Thanasis Vafeiadis, Alexandros Nizamis, Emma Musiari, Luca Ziliotti, Dimosthenis Ioannidis, Dimitrios Tzovaras
2023	J	`jnl`	Utilizing machine learning on freight transportation and logistics applications: A review. ICT Express Kalliopi Tsolaki, Thanasis Vafeiadis, Alexandros Nizamis, Dimosthenis Ioannidis, Dimitrios Tzovaras
2022	J	`jnl`	A comparison of 2DCNN network architectures and boosting techniques for regression-based textile whiteness estimation. Simul. Model. Pract. Theory Thanasis Vafeiadis, Nikolaos Kolokas, Nikolaos Dimitriou, Angeliki Zacharaki, Murat Yildirim, Habibe Gülben Selvi, Dimosthenis Ioannidis, Dimitrios Tzovaras
2022	J	`jnl`	Cognitive analytics platform with AI solutions for anomaly detection. Comput. Ind. Vaia Rousopoulou, Thanasis Vafeiadis, Alexandros Nizamis, Ioannis Iakovidis, Leonidas Samaras, Alkis Kirtsoglou, Konstantinos Georgiadis, Dimosthenis Ioannidis, Dimitrios Tzovaras
2022	C	`conf`	Utilizing an adaptive window rolling median methodology for time series anomaly detection. ISM Dimitris Dimoudis, Thanasis Vafeiadis, Alexandros Nizamis, Dimosthenis Ioannidis, Dimitrios Tzovaras
2021	—	`conf`	Freight transportation route time prediction with ensemble learning techniques. PCI Panagiotis Valatsos, Thanasis Vafeiadis, Alexandros Nizamis, Dimosthenis Ioannidis, Dimitrios Tzovaras
2020	J	`jnl`	A Deep Learning Framework for Simulation and Defect Prediction Applied in Microelectronics. CoRR Nikolaos Dimitriou, Lampros Leontaris, Thanasis Vafeiadis, Dimosthenis Ioannidis, Tracy Wotherspoon, Gregory Tinker, Dimitrios Tzovaras
2020	J	`jnl`	A Deep Learning framework for simulation and defect prediction applied in microelectronics. Simul. Model. Pract. Theory Nikolaos Dimitriou, Lampros Leontaris, Thanasis Vafeiadis, Dimosthenis Ioannidis, Tracy Wotherspoon, Gregory Tinker, Dimitrios Tzovaras
2020	J	`jnl`	A generic fault prognostics algorithm for manufacturing industries using unsupervised machine learning classifiers. Simul. Model. Pract. Theory Nikolaos Kolokas, Thanasis Vafeiadis, Dimosthenis Ioannidis, Dimitrios Tzovaras
2020	J	`jnl`	Fault Diagnosis in Microelectronics Attachment Via Deep Learning Analysis of 3-D Laser Scans. IEEE Trans. Ind. Electron. Nikolaos Dimitriou, Lampros Leontaris, Thanasis Vafeiadis, Dimosthenis Ioannidis, Tracy Wotherspoon, Gregory Tinker, Dimitrios Tzovaras
2020	J	`jnl`	Fault Diagnosis in Microelectronics Attachment via Deep Learning Analysis of 3D Laser Scans. CoRR Nikolaos Dimitriou, Lampros Leontaris, Thanasis Vafeiadis, Dimosthenis Ioannidis, Tracy Wotherspoon, Gregory Tinker, Dimitrios Tzovaras
2020	J	`jnl`	Predictive Maintenance for Injection Molding Machines Enabled by Cognitive Analytics for Industry 4.0. Frontiers Artif. Intell. Vaia Rousopoulou, Alexandros Nizamis, Thanasis Vafeiadis, Dimosthenis Ioannidis, Dimitrios Tzovaras
2020	J	`jnl`	RECLAIM: Toward a New Era of Refurbishment and Remanufacturing of Industrial Equipment. Frontiers Artif. Intell. Angeliki Zacharaki, Thanasis Vafeiadis, Nikolaos Kolokas, Aikaterini Vaxevani, Yuchun Xu, Michael Peschl, Dimosthenis Ioannidis, Dimitrios Tzovaras
2020	J	`jnl`	Towards the behavior analysis of chemical reactors utilizing data-driven trend analysis and machine learning techniques. Appl. Soft Comput. Evdoxia Eirini Lithoxoidou, Chrysovalantou Ziogou, Thanasis Vafeiadis, Stelios Krinidis, Dimosthenis Ioannidis, Spyros Voutetakis, Dimitrios Tzovaras
2019	C	`conf`	Anomaly Detection in Aluminium Production with Unsupervised Machine Learning Classifiers. INISTA Nikolaos Kolokas, Thanasis Vafeiadis, Dimosthenis Ioannidis, Dimitrios Tzovaras
2019	B	`conf`	Data Analytics Platform for the Optimization of Waste Management Procedures. DCOSS Thanasis Vafeiadis, Alexandros Nizamis, Vissarion Pavlopoulos, Luigi Giugliano, Vaia Rousopoulou, Dimosthenis Ioannidis, Dimitrios Tzovaras
2019	B	`conf`	Forecasting Bath and Metal Height Features in Electrolysis Process. DCOSS Achilleas Pasias, Thanasis Vafeiadis, Dimosthenis Ioannidis, Dimitrios Tzovaras
2019	C	`conf`	Intelligent Information Management System for Decision Support: Application in a Lift Manufacturer's Shop Floor. INISTA Thanasis Vafeiadis, Alexandros Nizamis, Konstantinos Apostolou, Vasiliki Charisi, Ifigeneia N. Metaxa, Theofilos Mastos, Dimosthenis Ioannidis, Angelos Papadopoulos, Dimitrios Tzovaras
2019	C	`conf`	Occupancy Inference Through Energy Consumption Data: A Smart Home Experiment. ICVS Adamantia Chouliara, Konstantinos Peppas, Apostolos C. Tsolakis, Thanasis Vafeiadis, Stelios Krinidis, Dimitrios Tzovaras
2018	—	`conf`	Energy-based decision engine for household human activity recognition. PerCom Workshops Anastasios Vafeiadis, Thanasis Vafeiadis, Stelios Zikos, Stelios Krinidis, Konstantinos Votis, Dimitrios Giakoumis, Dimosthenis Ioannidis, Dimitrios Tzovaras, Liming Chen, Raouf Hamzaoui
2018	C	`conf`	Forecasting faults of industrial equipment using machine learning classifiers. INISTA Nikolaos Kolokas, Thanasis Vafeiadis, Dimosthenis Ioannidis, Dimitrios Tzovaras
2017	—	`conf`	Malfunction diagnosis in industrial process systems using data mining for knowledge discovery. ICE/ITMC Evdoxia Eirini Lithoxoidou, Thanasis Vafeiadis, Stelios Krinidis, Dimosthenis Ioannidis, Dimitrios Tzovaras, Chrysovalantou Ziogou, Spyros Voutetakis
2016	—	`conf`	Real-time incident detection: An approach for two interdependent time series. EUSIPCO Thanasis Vafeiadis, Dimosthenis Ioannidis, Stelios Krinidis, Chrysovalantou Ziogou, Spyros Voutetakis, Dimitrios Tzovaras, Spiridon D. Likothanassis
2016	C	`conf`	Robust malfunction diagnosis in process industry time series. INDIN Thanasis Vafeiadis, Stelios Krinidis, Chrysovalantou Ziogou, Dimosthenis Ioannidis, Spyros Voutetakis, Dimitrios Tzovaras
2015	J	`jnl`	A comparison of machine learning techniques for customer churn prediction. Simul. Model. Pract. Theory Thanasis Vafeiadis, Konstantinos I. Diamantaras, George Sarigiannidis, Konstantinos Ch. Chatzisavvas
2012	J	`jnl`	Real-time network data analysis using time series models. Simul. Model. Pract. Theory Thanasis Vafeiadis, Alexandros Papanikolaou, Christos Ilioudis, Stefanos Charchalakis
2011	J	`jnl`	Estimation of linear trend onset in time series. Simul. Model. Pract. Theory Thanasis Vafeiadis, Efthimia Bora-Senta, Dimitris Kugiumtzis
2008	J	`jnl`	Evaluation of Linear Trend Tests Using Resampling Techniques. Commun. Stat. Simul. Comput. Thanasis Vafeiadis, Efthimia Bora-Senta, Dimitris Kugiumtzis