Ινστιτούτο Τεχνολογιών Πληροφορικής και Επικοινωνιών

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Δρ. Αθανάσιος Βαφειάδης - Δημοσιεύσεις

Δημοσιεύσεις σε Περιοδικά

  1. T. Vafeiadis, S. Zikos, D. Ioannidis, S. Krinidis, D. Tzovaras, "Occupancy Inference based on Machine Learning Techniques", IEEE Computer Society Special Technical Community on Sustainable Computing, vol. 6, no. 2, April 2018.
  2. T. Vafeiadis, C. Ziogou, G. Stavropoulos, S. Krinidis, D. Ioannidis, S. Voutetakis, D. Tzovaras, K. Moustakas, "Early Malfunction Diagnosis of Industrial Process Units Utilizing Online Linear Trend Profiles and Real Time Classification", International Journal of Adaptive Control and Signal Processing, Wiley, 2018 (accepted)
  3. T. Vafeiadis, N. Dimitriou, D. Ioannidis, T. Wotherspoon, G. Tinker, D. Tzovaras, "A framework for inspection of dies attachment on PCB utilizing machine learning techniques", Journal of Management Analytics, 2018, Vol. 5, Issue 2, p. 81-94.

Δημοσιεύσεις σε Συνέδρια

  1. N. Kolokas, T. Vafeiadis, D. Ioannidis, D. Tzovaras, "Forecasting faults of industrial equipment using machine learning techniques", 2018 IEEE International Conference on Innovations in Intelligent Systems and Applications (INISTA 2018), Thessaloniki, Greece, 2-5 Jul. 2018 (to appear).
  2. A. Vafeiadis, T. Vafeiadis, S. Zikos, S. Krinidis, K. Votis, D. Giakoumis, D. Ioannidis, D. Tzovaras, L. Chen, R. Hamzaoui, "Energy-based decision engine for household human activity recognition", in Pervasive Computing and Communications Workshops (PerCom Workshops), 2018 IEEE International Conference on Pervasive Computing, Athens, Greece, 19-23 Mar. 2018.
  3. T. Vafeiadis, S. Zikos, G. Stauropoulos, D. Ioannidis, S. Krinidis, D. Tzovaras, K. Moustakas, "Machine learning based occupancy detection via the use of smart meters", International Conference on Energy Science and Electrical Engineering (ICESEE’17), Budapest, Hungury, 20-22 Oct. 2017.
  4. G. Tziroglou, T. Vafeiadis, C. Ziogou, S. Krinidis, S. Voutetakis, D. Tzovaras, "Incident detection in industrial processes utilizing machine learning techniques", 1st Internatinal Conference on Intelligent Systems in Production Engineering Maintenance (ISPEM’17), Wroclav, Poland, 28-29 Sep 2017.
  5. E. Lithoxoidou, C. Ziogou, T. Vafeiadis, S. Krinidis, D. Ioannidis, S. Voutetakis, D. Tzovaras, "Malfunction Diagnosis in Industrial Process Systems Using Data Mining for Knowledge Discovery", IEEE International Conference on Engineering, Technology and Innovation (ICE’17), Madeira, Portugal, 27-29 Jun 2017.
  6. T. Vafeiadis, D. Ioannidis, C. Ziazios, I.N. Metaxa, D. Tzovaras, "Towards robust early stage data knowledge-based inference engine to support zero-defect strategies in manufacturing environment", 27th International Conference on Flexible Automation and Intelligent Manufacturing (FAIM’17), Modena, Italy, 27-30 Jun 2017.
  7. T. Vafeiadis, D. Ioannidis, S. Krinidis, C. Ziogou, S. Voutetakis, D. Tzovaras, S. Likothanassis, "Real-time incident detection: An approach for two interdependent time series", European Signal Processing Conference (EUSIPCO’16), Budapest, Hungary, 29 Aug. – 2 Sep. 2016, pp. 1418-1422.
  8. T. Vafeiadis, S. Krinidis, C. Ziogou, D. Ioannidis, S. Voutetakis, D. Tzovaras, "Robust malfunction diagnosis in process industry time series", 14th IEEE International Conference on Industrial Informatics (INDIN’16), Futurescope, Poitiers, France, 18-21 Jul. 2016.

Ινστιτούτο Τεχνολογιών Πληροφορικής και Επικοινωνιών

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