| 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 | 657 | 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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