Publications

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Theodoros Giannakopoulos and Sergios Petridis, Fisher Linear Semi-Discriminant Analysis for Speaker Diarization, In IEEE Transactions on Audio, Speech & Language Processing, volume 20, (Pages: 1913–1922), 2012. [url] [doi]

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]

Sergios Petridis and Christos-Alexandros Psomas, Probabilistic Extension of Allen's Relations Using the Hourglass Model, In IEEE 24th International Conference on Tools with Artificial Intelligence, ICTAI 2012, Athens, Greece, November 7-9, 2012, IEEE Computer Society, (Pages: 1106–1111), 2012. [url] [doi]

Marios Vodas, Nikos Pelekis, Yannis Theodoridis, Cyril Ray, Vangelis Karkaletsis, Sergios Petridis, Anastasia Miliou, Big AIS Data Processing for Environmentally Safe Shipping, In Workshop on Progress in Movement Analysis: Experiences with Real Data, Zurich, Switzerland, November 15-16, 2012.

Sergios Petridis and Stavros J. Perantonis, Semantics Extraction From Multimedia Data: An Ontology-Based Machine Learning Approach, Chapter in Perception-Action Cycle, Springer New York, (Pages: 387–415), 2010. [url] [doi]

Elias Zavitsanos, Georgios Paliouras, George A. Vouros, Sergios Petridis, Learning subsumption hierarchies of ontology concepts from texts, In Web Intelligence and Agent Systems: An International Journal (WIAS), IOS Press, volume 8, (Pages: 37–51), 2010. [pdf]

Sergios Petridis, Georgios Paliouras, Stavros J. Perantonis, Allen's Hourglass: Probabilistic Treatment of Interval Relations, In TIME 2010: 17th International Symposium on Temporal Representation and Reasoning, Paris, France, September 6-8, (Pages: 87–94), 2010. [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 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]

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