Publications

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Theodoros Giannakopoulos and Sergios Petridis, Detection and clustering of musical audio parts using Fisher linear semi-discriminant analysis, In Proceedings of the 20th European Signal Processing Conference, EUSIPCO 2012, Bucharest, Romania, August 27-31, 2012, IEEE, (Pages: 1289–1293), 2012. [url]

Thanassis Perperis and Theodoros Giannakopoulos and Alexandros Makris and Dimitrios I. Kosmopoulos and Sofia Tsekeridou and Stavros J. Perantonis and Sergios Theodoridis, Multimodal and ontology-based fusion approaches of audio and visual processing for violence detection in movies, In Expert Systems with Applications, volume 38, (Pages: 14102–14116), 2011. [url] [doi]

Petridis Sergios and Giannakopoulos Theodoros and Perantonis Stavros, A Multi-class Method for Detecting Audio Events in News Broadcasts, In Artificial Intelligence: Theories, Models and Applications, SETN 2010. Lecture Notes in Computer Science (Konstantopoulos Stasinos, Perantonis Stavros, Karkaletsis Vangelis, Spyropoulos Constantine D., Vouros George, eds.), Springer Berlin Heidelberg, volume 6040, (Pages: 399–404), 2010.

Theodoros Giannakopoulos and Sergios Petridis and Stavros J. Perantonis, User-driven recognition of audio events in news videos, In 5th International Workshop on Semantic Media Adaptation and Personalization, SMAP 2010, Limassol, Cyprus, December 9-10, 2010 (Nicolas Tsapatsoulis, Zenonas Theodosiou, Olga Georgiou, eds.), IEEE, (Pages: 44–49), 2010. [url] [doi]

Theodoros Giannakopoulos and Alexandros Makris and Dimitrios I. Kosmopoulos and Stavros J. Perantonis and Sergios Theodoridis, Audio-Visual Fusion for Detecting Violent Scenes in Videos, In Artificial Intelligence: Theories, Models and Applications, 6th Hellenic Conference on AI, SETN 2010, Athens, Greece, May 4-7, 2010. Proceedings (Stasinos Konstantopoulos, Stavros J. Perantonis, Vangelis Karkaletsis, Constantine D. Spyropoulos, George A. Vouros, eds.), Springer, volume 6040, (Pages: 91–100), 2010. [url] [doi]

Theodoros Giannakopoulos and Aggelos Pikrakis and Sergios Theodoridis, A Multimodal Approach to Violence Detection in Video Sharing Sites, In 20th International Conference on Pattern Recognition, ICPR 2010, Istanbul, Turkey, 23-26 August 2010, IEEE Computer Society, (Pages: 3244–3247), 2010. [url] [doi]

Theodoros Giannakopoulos and Sergios Petridis, Unsupervised Speaker Clustering in a Linear Discriminant Subspace, In The Ninth International Conference on Machine Learning and Applications, ICMLA 2010, Washington, DC, USA, 12-14 December 2010 (Sorin Draghici, Taghi M. Khoshgoftaar, Vasile Palade, Witold Pedrycz, M. Arif Wani, Xingquan Zhu, eds.), IEEE Computer Society, (Pages: 1005–1009), 2010. [url] [doi]

Sergios Petridis, Katerina Papantoniou, Theodoros Giannakopoulos, Georgios Paliouras, Miltiadis Koutsokeras, Elias Zavitsanos, George Tsatsaronis, Giorgos Akrivas, Basilis Gatos, Kostas Ntirogiannis, Stavros Perantonis, Joint analysis of audio and text data in CASAM, In 5th International Conference on Semantic and Digital Media Technologies (SAMT) 2010, Saarbrücken, Germany, December 1-3, 2010. [pdf]

Theodoros Giannakopoulos and Dimitrios I. Kosmopoulos and Andreas Aristidou and Sergios Theodoridis, Violence Content Classification Using Audio Features, In Advances in Artificial Intelligence, 4th Helenic Conference on AI, SETN 2006, Heraklion, Crete, Greece, May 18-20, 2006, Proceedings (Grigoris Antoniou, George Potamias, Costas Spyropoulos, Dimitris Plexousakis, eds.), Springer, volume 3955, (Pages: 502–507), 2006. [url] [doi]

Zoe S. Nivolianitou, Ioanna A. Koromila and Theodoros Giannakopoulos, Bayesian network to predict environmental risk of a possible ship accident, In International Journal of Risk Assessment and Management, Inderscience Publishers, volume 19, (Pages: 228), 2016. [url] [doi]

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