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Thanasis Vafeiadis
Thanasis Vafeiadis
Postdoctoral research fellow at Information Technologies Institute (CERTH - ITI)
Verified email at iti.gr - Homepage
Title
Cited by
Cited by
Year
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
3582015
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
732020
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
682015
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 Engineeringá…, 2017
382017
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
262018
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 andá…, 2018
262018
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
242019
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
192012
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
16*2011
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
132020
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 (INDINá…, 2016
132016
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
102020
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 Virtualá…, 2018
102018
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
82020
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
82019
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 Intelligentá…, 2017
82017
Real-time incident detection: An approach for two interdependent time series
T Vafeiadis, D Ioannidis, S Krinidis, C Ziogou, S Voutetakis, D Tzovaras, ...
24th European Signal Processing Conference (EUSIPCO), Budapest, Hunguryá…, 2016
82016
Evaluation of linear trend tests using resampling techniques
T Vafeiadis, E Bora-Senta, D Kugiumtzis
Communications in Statistics - Simulation and Computation« 37 (5), 907-923, 2008
82008
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
72021
Malfunction diagnosis in industrial process systems using data mining for knowledge discovery
E Lithoxoidou, C Ziogou, T Vafeiadis, S Krinidis, D Ioannidis, S Voutetakis, ...
23rd International Conference on Engineering, Technology and Innovationá…, 2017
72017
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