Article

Kollias, Stefanos (2018) On the beneficial effect of noise in vertex localization. International Journal of Computer Vision, 126 (1). pp. 111-139. ISSN 0920-5691

Kollias, Dimitrios and Tagaris, Athanasios and Stafylopatis, Andreas and Kollias, Stefanos and Tagaris, Georgios (2017) Deep neural architectures for prediction in healthcare. Complex and Intelligent Systems . ISSN 2199-4536

Varytimidis, Christos and Rapantzikos, Konstantinos and Avrithis, Yannis and Kollias, Stefanos (2016) a-shapes for local feature detection. Pattern Recognition, 50 (2). pp. 56-73. ISSN 0031-3203

Asteriadis, Stylianos and Karpouzis, Kostas and Kollias, Stefanos (2014) Visual focus of attention in non-calibrated environments using gaze estimation. International Journal of Computer Vision, 107 (3). pp. 293-316. ISSN 0920-5691

Tolias, George and Kalantidis, Yannis and Avrithis, Yannis and Kollias, Stefanos (2014) Towards large-scale geometry indexing by feature selection. Computer Vision and Image Understanding, 120 (3). pp. 31-45. ISSN 1077-3142

Book Section

Simou, Nikolaos and Chortaras, Alexandros and Stamou, George and Kollias, Stefanos (2017) Enriching and publishing cultural heritage as linked open data. In: Mixed reality and gamification for cultural heritage. Springer. ISBN 9783319496061

Vlachostergiou, Aggeliki and Marandianos, George and Kollias, Stefanos (2017) From Conditional Random Field (CRF) to Rhetorical Structure Theory (RST): incorporating context information in sentiment analysis. In: The semantic web: ESWC satellite events. Lecture Notes in Computer Science . Springer, pp. 283-298. ISBN 9783319704067

Conference or Workshop contribution

Caliva, Francesco and De Sousa Ribeiro, Fabio and Mylonakis, Antonios and Demaziere, Christophe and Vinai, Paolo and Leontidis, Georgios and Kollias, Stefanos (2018) A deep learning approach to anomaly detection in nuclear reactors. In: Neural Networks (IJCNN), International Joint Conference on, 8-13 July 2018, Rio De Janeiro, Brazil.

De Sousa Ribeiro, Fabio and Caliva, Francesco and Swainson, Mark and Gudmundsson, Kjartan and Leontidis, Georgios and Kollias, Stefanos (2018) An adaptable deep learning system for optical character verification in retail food packaging. In: Evolving and Adaptive Intelligent Systems, IEEE Conference on, 25-27 May 2018, Rhodes, Greece.

Demazière, C. and Vinai, P. and Hursin, M. and Kollias, S. and Herb, J. (2017) Noise-based core monitoring and diagnostics: overview of the cortex project. In: Advances in Reactor Physics 2017, 6 - 9 Dec 2017, Mumbai, India.

Kollias, Dimitrios and Yu, Miao and Tagaris, Athanasios and Leontidis, Georgios and Kollias, Stefanos and Stafylopatis, Andreas-Georgios (2017) Adaptation and contextualization of deep neural network models. In: Computational Intelligence, 2017 IEEE Symposium Series on, November 27 to December 1 2017, Hawaii, USA.

Vlachostergiou, Aggeliki and Marandianos, George and Kollias, Stefanos (2017) Context incorporation using context-aware language features. In: European Conference on Signal Processing, 28/8-2/9/2017, Kos, Greece.

Goudelis, Georgios and Tsatiris, Georgios and Karpouzis, Kostas and Kollias, Stefanos (2017) 3D Cylindrical Trace Transform based feature extraction for effective human action classification. In: IEEE International Conference on Computational Intelligence in games, 25 - 28 Aug 2017, New York City, USA.

Vlachostergiou, Aggeliki and Marandianos, George and Kollias, Stefanos (2017) From HCI and affective computing to sentiment analysis: extending the pool of context-aware features in affective-aware systems. In: 8th International Conference on Human Factors and Ergonomics 2017, 17-21 July 2017, Los Angeles, CA, USA.

Kollias, Stefanos and Varytimidis, Christos and Tsatiris, Georgios and Rapantzikos, Konstantinos (2016) A systemic approach to automatic metadata extraction from multimedia content. In: IEEE Symposium Series on Computational Intelligence SSCI 2016, December 6-9, 2016, Athens, Greece.

Varytimidis, Christos and Rapantzikos, Kostas and Loukas, Constantinos and Kollias, Stefanos (2016) Surgical video retrieval using deep neural networks. In: M2CAI 2016, 21 October 2016, Athens, Greece.