Ινστιτούτο Τεχνολογιών Πληροφορικής και Επικοινωνιών

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Κος Αναστάσιος Βαφειάδης - Δημοσιεύσεις

Δημοσιεύσεις σε Περιοδικά

  1. F. Cruciani, A. Vafeiadis, C. Nugent, I. Cleland, P. McCullagh, K. Votis, D. Giakoumis, D. Tzovaras, L. Chen, R. Hamzaoui, "Feature learning for Human Activity Recognition using Convolutional Neural Networks: A case study for Inertial Measurement Unit and Audio data", CCF Transactions on Pervasive Computing and Interaction, vol. 2, pp. 18-32. https://doi.org/10.1007/s42486-020-00026-2
  2. A. Vafeiadis, K. Votis, D. Giakoumis, D. Tzovaras, L. Chen, R. Hamzaoui, "Audio content analysis for unobtrusive event detection in smart homes", Engineering Applications of Artificial Intelligence, Elsevier, Vol. 89 (103226), 2020, https://doi.org/10.1016/j.engappai.2019.08.020
  3. S. Samaras, E. Diamantidou, D. Ataloglou, N. Sakellariou, A. Vafeiadis, V. Magoulianitis, A. Lalas, A. Dimou, D. Zarpalas, K. Votis, P. Daras, D. Tzovaras, "Deep Learning on Multi Sensor Data for Counter UAV Applications – A Systematic Review", Sensors 2019, 19 (22), 4837, Special Issue: Deep Learning for Multi-Sensor Fusion. DOI: https://doi.org/10.3390/s19224837

Δημοσιεύσεις σε Συνέδρια

  1. A. Vafeiadis, E. Fanioudakis, I. Potamitis, K. Votis, D. Giakoumis, D. Tzovaras, L. Chen, R. Hamzaoui, "Two-Dimensional Convolutional Recurrent Neural Networks for Speech Activity Detection", 20th Annual Conference of the International Speech Communication Association (INTERSPEECH 2019), Graz, Austria, Sep 2019
  2. E. Merdivan, A. Vafeiadis, D. Kalatzis, S. Hanke, J. Kropf, K. Votis, D. Giakoumis, D. Tzovaras, L. Chen, R. Hamzaoui, M. Geist, "Image-based Text Classification using 2D Convolutional Neural Networks", 5th IEEE Smart World Congress (IEEE SWC 2019), Leicester, UK, Aug 2019
  3. F. Cruciani, A. Vafeiadis, C. Nugent, I. Cleland, P. McCullagh, K. Votis, D. Giakoumis, D. Tzovaras, L. Chen, R. Hamzaoui, "Comparing CNN and Human Crafted Features for Human Activity Recognition", 16th IEEE International Conference on Ubiquitous Intelligence and Computing (UIC 2019), Leicester, UK, Aug 2019
  4. T. Vafeiadis, A. Vafeiadis, S. Krinidis, D. Ioannidis, D. Tzovaras, "Towards occupancy inference in a smart home using energy and environmental data sources and binary classification techniques", International Conference Energy in Buildings, Athens, Greece, 3 Nov 2018.
  5. 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.
  6. A. Vafeiadis, D. Kalatzis, K. Votis, D. Giakoumis, D. Tzovaras, L. Chen, R. Hamzaoui, "Acoustic scene classification: From a hybrid classifier to deep learning", in Proceedings of the Detection and Classification of Acoustic Scenes and Events 2017 Workshop (DCASE2017), , Munich, Germany, Nov. 2017, pp. 123–127.
  7. A. Vafeiadis, K. Votis, D. Giakoumis, D. Tzovaras, L. Chen, R. Hamzaoui, "Audio-based Event Recognition System for Smart Homes", 14th IEEE International Conference on Ubiquitous Intelligence and Computing (UIC 2017), San Francisco, USA, Aug. 2017.

Ινστιτούτο Τεχνολογιών Πληροφορικής και Επικοινωνιών

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