Article

Jiang, Shouyong and Kaiser, Marcus and Yang, Shengxiang and Kollias, Stefanos and Krasnogor, Natalio (2019) A Scalable Test Suite for Continuous Dynamic Multiobjective Optimization. IEEE Transactions on Cybernetics . pp. 1-13. ISSN 2168-2267

Chatzifotis, Anargyros and Zarpalas, Dimitrios and Kollias, Stefanos and Daras, Petros (2019) DeepMoCap: Deep Optical Motion Capture Using Multiple Depth Sensors and Retro-Reflectors. Sensors MDPI, 19 (282). ISSN 1424-8220

Durrant, Aiden and Leontidis, Georgios and Kollias, Stefanos (2019) 3D Convolutional and Recurrent Neural Networks for Reactor Perturbation Unfolding and Anomaly Detection. EPJ Nuclear Sciences & Technologies . ISSN 2491-9292

De Sousa Ribeiro, Fabio and Caliva, Francesco and Swainson, Mark and Gudmundsson, Kjartan and Leontidis, Georgios and Kollias, Stefanos (2019) Deep Bayesian Self-Training. Neural Computing & Applications . pp. 1-17. ISSN 0941-0643

Papanelopoulos, Nikos and Avrithis, Yannis and Kollias, Stefanos (2019) Revisiting the Medial Axis for Planar Shape Decomposition. Computer Vision and Image Understanding . ISSN 1077-3142

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. 2018 International Joint Conference on Neural Networks (IJCNN) . ISSN 2161-4393

De Sousa Ribeiro, Fabio and Gong, Liyun and Caliva, Francesco and Gudmundsson, Kjartan and Swainson, Mark and Yu, Miao and Leontidis, Georgios and Ye, Xujiong and Kollias, Stefanos (2018) An End-to-End Deep Neural Architecture for Optical Character Verification and Recognition in Retail Food Packaging. 2018 25th IEEE International Conference on Image Processing (ICIP) . pp. 2376-2380. ISSN 2381-8549

Kollias, Dimitrios and Tagaris, Athanasios and Stafylopatis, Andreas and Kollias, Stefanos and Tagaris, Georgios (2018) Deep neural architectures for prediction in healthcare. Complex and Intelligent Systems, 4 (2). pp. 119-131. ISSN 2199-4536

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. 2018 IEEE Conference on Evolving and Adaptive Intelligent Systems (EAIS) . pp. 1-8. ISSN 2473-4691

Raftopoulos, Konstantinos A. and Kollias, Stefanos and Sourlas, Dionysios D. and Ferecatu, Marin (2018) On the beneficial effect of noise in vertex localization. International Journal of Computer Vision, 126 (1). pp. 111-139. ISSN 0920-5691

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

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: 2017 IEEE Symposium Series on Computational Intelligence (SSCI). IEEE, pp. 1-8. ISBN UNSPECIFIED

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

De Sousa Ribeiro, Fabio and Leontidis, Georgios and Kollias, Stefanos (2020) Capsule Routing via Variational Bayes. In: Thirty-fourth AAAI Conference on Artificial Intelligence, 7-12 February 2020, New York, USA.

Durrant, Aiden and Leontidis, Georgios and Kollias, Stefanos (2019) Conference: 3D Convolutional and Recurrent Neural Networks for Reactor Perturbation Unfolding and Anomaly Detection. In: 9th European Commission Conference on EURATOM Research and Training in Safety of Reactor Systems, 4-7 June 2019, Romania.

Yu, Miao and Gong, Liyun and Clifford, Ross and Duff, Carol and Ye, Xujiong and Kollias, Stefanos (2019) A monocular camera based person-specific fall detection system exploiting deep neural network aided unsupervised. In: IEEE International Conference on Acoustics, Speech, and Signal Processing.

De Sousa Ribeiro, Fabio and Caliva, Francesco and Chionis, Dionysios and Dokhane, Abdelhamid and Mylonakis, Antonios and Demaziere, Christophe and Leontidis, Georgios and Kollias, Stefanos (2018) Towards a Deep Unified Framework for Nuclear Reactor Perturbation Analysis. In: Computational Intelligence (SSCI), 2018 IEEE Symposium Series on.

McGinty, Jason and Kollias, Stefanos and Leontidis, Georgios (2018) Optimising remedial outcomes for Gas Turbines through large scale data analysis. In: Modelling in Industrial Maintenance and Reliability, 10th IMA International Conference on, 13-15 June 2018, Manchester.

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.

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.