Thanasis Vafeiadis

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Dimitrios TzovarasInformation Technologies InstituteEmail verificata su iti.gr
Dimosthenis IoannidisInformation Technologies InstituteEmail verificata su iti.gr
Alexandros NizamisCERTH/ITI and National and Kapodistrian University of AthensEmail verificata su iti.gr
Stelios KrinidisDemocritus University of Thrace (DUTH)Email verificata su mst.duth.gr
Theofilos D. MastosPhD, University of MacedoniaEmail verificata su uom.edu.gr
votis konstantinosCentre for Research and Technology Hellas/Information Technologies Institute (CERTH/ITI)Email verificata su iti.gr
Nikos AlexopoulosKenotom Embedded Engineering ExcellenceEmail verificata su kenotom.com
Nikolaos DimitriouInformation Technologies Institute, Centre for Research and Technology HellasEmail verificata su iti.gr
Chrysovalantou ZiogouCenter for Research and Technology Hellas (CERTH), Chemical Process and Energy Resources InstituteEmail verificata su cperi.certh.gr
Spyros S. VoutetakisProcess Systems Design and Implementation Lab.(CERTH/CPERI/PSDI)Email verificata su cperi.certh.gr
Konstantinos DiamantarasProfessor, Department of Information and Electronic Engineering, International Hellenic UniversityEmail verificata su ihu.gr
Konstantinos ChatzisavvasPhysics-AUTh & ECE-UoWMEmail verificata su auth.gr
Angeliki ZacharakiPhD CandidateEmail verificata su civil.duth.gr
Lampros LeontarisInformation Technologies InstituteEmail verificata su iti.gr
Konstantinos MoustakasProfessor, University of Patras, Electrical and Computer Engineering DepartmentEmail verificata su upatras.gr
Dimitrios KarapistolisProfessor in StatisticsEmail verificata su pylimad.gr
George StalidisProfessor, International Hellenic UniversityEmail verificata su stalidis.gr
Panagiotis SarigiannidisProfessor, University of Western MacedoniaEmail verificata su uowm.gr
Thanasis KotsiopoulosInformation Technologies Institute, University of Western MacedoniaEmail verificata su uowm.gr
Yuchun XuProfessor of Manufacturing, Aston UniversityEmail verificata su aston.ac.uk

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Thanasis Vafeiadis

Postdoctoral research fellow at Information Technologies Institute (CERTH - ITI)

Email verificata su iti.gr - Home page

Time series Linear trend analysis Machine learning Deep learning Data analytics


Titolo Ordina per citazioni Ordina per anno Ordina per titolo	Citata da Citata da	Anno
A comparison of machine learning techniques for customer churn prediction T Vafeiadis, KI Diamantaras, G Sarigiannidis, K Chatzisavvas Simulation Modelling: Practice and Theory 55, 1-9, 2015	659	2015
Industry 4.0 sustainable supply chains: An application of an IoT enabled scrap metal management solution TD Mastos, A Nizamis, T Vafeiadis, N Alexopoulos, C Ntinas, D Gkortzis, ... Journal of Cleaner Production 269, 122377, 2020	250	2020
Introducing an application of an industry 4.0 solution for circular supply chain management T Mastos, A Nizamis, S Terzi, D Gkortzis, A Papadopoulos, N Tsagkalidis, ... Journal of Cleaner Production 300, 126886, 2021	229	2021
Marketing Decision Support Using Artificial Intelligence and Knowledge Modeling: Application to Tourist Destination Management G Stalidis, D Karapistolis, T Vafeiadis Procedia - Social and Behavioral Sciences 175, 106-113, 2015	132	2015
Utilizing machine learning on freight transportation and logistics applications: A review K Tsolaki, T Vafeiadis, A Nizamis, D Ioannidis, D Tzovaras ICT Express 9 (3), 284-295, 2023	91	2023
Forecasting faults of industrial equipment using machine learning classifiers N Kolokas, T Vafeiadis, D Ioannidis, D Tzovaras IEEE International Conference on INnovations in Intelligent SysTems and …, 2018	68	2018
Machine Learning Based Occupancy Detection Via The Use of Smart Meters T Vafeiadis, S Zikos, G Stavropoulos, D Ioannidis, S Krinidis, D Tzovaras, ... International Conference on Energy Science and Electrical Engineering …, 2017	57	2017
RECLAIM: Towards new era of refurbishment and re-manufacturing of industrial equipment A Zacharaki, T Vafeiadis, N Kolokas, A Vaxevani, Y Xu, M Pesch, ... Frontiers in Artificial Intelligence 3, 101, 2021	53	2021
A framework for inspection of dies attachment on PCB utilizing machine learning techniques T Vafeiadis, N Dimitriou, D Ioannidis, T Wotherspoon, G Tinker, ... Journal of Management Analytics, 1-14, 2018	52	2018
A generic fault prognostics algorithm for manufacturing industries using unsupervised machine learning classifiers N Kolokas, T Vafeiadis, D Ioannidis, D Tzovaras Simulation Modelling Practice and Theory 103, 102109, 2020	51	2020
Fault diagnosis in microelectronics attachment via deep learning analysis of 3-D laser scans N Dimitriou, L Leontaris, T Vafeiadis, D Ioannidis, T Wotherspoon, ... IEEE Transactions on Industrial Electronics 67 (7), 5748-5757, 2019	50	2019
Predictive Maintenance for Injection Moulding Machines enabled by Cognitive Analytics for Industry 4.0 V Rousopoulou, A Nizamis, T Vafeiadis, D Ioannidis, D Tzovaras Frontiers of Artificial Intelligence, 2020	42	2020
Cognitive analytics platform with AI solutions for anomaly detection V Rousopoulou, T Vafeiadis, A Nizamis, I Iakovidis, L Samaras, ... Computers in Industry 134, 103555, 2022	38	2022
A deep learning framework for simulation and defect prediction applied in microelectronics N Dimitriou, L Leontaris, T Vafeiadis, D Ioannidis, T Wotherspoon, ... Simulation Modelling Practice and Theory 100, 102063, 2020	38	2020
Real-time network data analysis using time series models T Vafeiadis, A Papanikolaou, C Ilioudis, S Charchalakis Simulation Modelling Practice and Theory 29, 173-180, 2012	22	2012
Estimation of linear trend onset in time series T Vafeiadis, E Bora-Senta, D Kugiumtzis Simulation Modelling Practice and Theory 19 (5), 1384-1398, 2011	20*	2011
Data Analytics Platform for the Optimization of Waste Management Procedures T Vafeiadis, A Nizamis, V Pavlopoulos, L Guigliano, V Rousopoulou, ... International Workshop on IoT Applications and Industry 4.0, 2019	17	2019
Robust malfunction diagnosis in process industry time series T Vafeiadis, S Krinidis, C Ziogou, D Ioannidis, S Voutetakis, D Tzovaras IEEE 14th International Conference on Industrial Informatics (INDIN …, 2016	17	2016
Towards robust early stage data knowledge-based inference engine to support zero-defect strategies in manufacturing environment T Vafeiadis, D Ioannidis, C Ziazios, I Metaxa, D Tzovaras 27th International Conference on Flexible Automation and Intelligent …, 2017	14	2017
Data analysis and visualization framework in the manufacturing decision support system of COMPOSITION project T Vafeiadis, D Kalatzis, A Nizamis, D Ioannidis, K Apostolou, I Metaxa, ... International Conference on Changeable, Agile, Reconfigurable and Virtual …, 2018	13	2018

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