| Machine learning and deep learning in smart manufacturing: The smart grid paradigm T Kotsiopoulos, P Sarigiannidis, D Ioannidis, D Tzovaras Computer Science Review 40, 100341, 2021 | 299 | 2021 |
| 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 TD Mastos, A Nizamis, S Terzi, D Gkortzis, A Papadopoulos, ... Journal of Cleaner Production 300, 126886, 2021 | 228 | 2021 |
| NILM applications: Literature review of learning approaches, recent developments and challenges GF Angelis, C Timplalexis, S Krinidis, D Ioannidis, D Tzovaras Energy and Buildings 261, 111951, 2022 | 155 | 2022 |
| Gait recognition using compact feature extraction transforms and depth information D Ioannidis, D Tzovaras, IG Damousis, S Argyropoulos, K Moustakas IEEE Transactions on Information Forensics and security 2 (3), 623-630, 2007 | 140 | 2007 |
| 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 | 90 | 2023 |
| Forecasting faults of industrial equipment using machine learning classifiers N Kolokas, T Vafeiadis, D Ioannidis, D Tzovaras 2018 Innovations in Intelligent Systems and Applications (INISTA), 1-6, 2018 | 67 | 2018 |
| Machine learning based occupancy detection via the use of smart meters T Vafeiadis, S Zikos, G Stavropoulos, D Ioannidis, S Krinidis, D Tzovaras, ... 2017 International Symposium on Computer Science and Intelligent Controls …, 2017 | 57 | 2017 |
| RECLAIM: Toward a new era of refurbishment and remanufacturing of industrial equipment A Zacharaki, T Vafeiadis, N Kolokas, A Vaxevani, Y Xu, M Peschl, ... Frontiers in Artificial Intelligence 3, 570562, 2021 | 53 | 2021 |
| A novel social gamified collaboration platform enriched with shop-floor data and feedback for the improvement of the productivity, safety and engagement in factories E Lithoxoidou, S Doumpoulakis, A Tsakiris, C Ziogou, S Krinidis, ... Computers & Industrial Engineering 139, 105691, 2020 | 52 | 2020 |
| Design factors for developing a university campus microgrid L Hadjidemetriou, L Zacharia, E Kyriakides, B Azzopardi, S Azzopardi, ... 2018 IEEE International Energy Conference (ENERGYCON), 1-6, 2018 | 52 | 2018 |
| 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 5 (2), 81-94, 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 molding machines enabled by cognitive analytics for industry 4.0 V Rousopoulou, A Nizamis, T Vafeiadis, D Ioannidis, D Tzovaras Frontiers in Artificial Intelligence 3, 578152, 2020 | 42 | 2020 |
| Cybersecurity in SMEs: The smart-home/office use case N Vakakis, O Nikolis, D Ioannidis, K Votis, D Tzovaras 2019 IEEE 24th International Workshop on Computer Aided Modeling and Design …, 2019 | 41 | 2019 |
| Transforming the supply-chain management and industry logistics with blockchain smart contracts S Terzi, A Zacharaki, A Nizamis, K Votis, D Ioannidis, D Tzovaras, ... Proceedings of the 23rd Pan-Hellenic conference on informatics, 9-14, 2019 | 40 | 2019 |
| A survey on honeypots, honeynets and their applications on smart grid C Dalamagkas, P Sarigiannidis, D Ioannidis, E Iturbe, O Nikolis, F Ramos, ... 2019 IEEE conference on network softwarization (NetSoft), 93-100, 2019 | 40 | 2019 |
| A Secured and Trusted Demand Response system based on Blockchain technologies AC Tsolakis, I Moschos, K Votis, D Ioannidis, T Dimitrios, P Pandey, ... 2018 Innovations in Intelligent Systems and Applications (INISTA), 1-6, 2018 | 40 | 2018 |
| Occupancy driven building performance assessment D Ioannidis, P Tropios, S Krinidis, G Stavropoulos, D Tzovaras, ... Journal of Innovation in Digital Ecosystems 3 (2), 57-69, 2016 | 40 | 2016 |
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