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2012
J5. E. Chatzilari, S. Nikolopoulos, I. Patras and I. Kompatsiaris, "Leveraging social media for scalable object detection,"
Pattern Recognition, vol 45, issue 8, pp. 2962-2979, August 2012.
C26. E. Chatzilari, S. Nikolopoulos, Y. Kompatsiaris and J. Kittler, "Multi-Modal Region Selection Approach for Training Object Detectors," in
ICMR '12: Proceedings of the 2nd ACM International Conference on Multimedia Retrieval, Hong Kong - China, June 2012, Article No.: 5. pp. 1-8.
C25. S. Nikolopoulos, G. Th. Papadopoulos, I. Kompatsiaris and I. Patras, "Image Interpretation by Combining Ontologies and Bayesian Networks," in
Maglogiannis I., Plagianakos V., Vlahavas I. (eds) Artificial Intelligence: Theories and Applications. SETN 2012. Lecture Notes in Computer Science, vol 7297. Springer, Berlin, Heidelberg, May 2012.
C24. P. Andrews, K. Bischoff, S. Buschbeck, F. De Natale, C. S. Firan, A. Jameson, V. Mezaris, V. Murdock, C. Niederée, S. Nikolopoulos and A. Rae, "GLOCAL: Event-based Retrieval of Networked Media," in
WWW 2012, European Project Track, Lyon-France, April 2012.
R2. I. Kompatsiaris, S. Nikolopoulos, T. Lidy, A. Rauber, "Media Search Cluster White Paper on Search Computing,"
ERCIM News 2012(88): (2012), 2012.
2011
C23. A. Moumtzidou, P. Sidiropoulos, S. Vrochidis, N. Gkalelis, S. Nikolopoulos, V. Mezaris, I. Kompatsiaris and I. Patras, "ITI-CERTH participation to TRECVID 2011," in
Proc. TRECVID 2011 Workshop, Gaithersburg, MD, USA, December 2011.
C22. S. Nikolopoulos, S. G. Nikolov and I. Kompatsiaris, "Study on Mobile Image Search," in
NEM Summit: Implementing Future Media Internet, Torino, Italy, September 2011.
R1. Kompatsiaris, S. Nikolopoulos (Eds.), "Search Computing: Business Areas, Research and Socio-Economic Challenges,"
Media Search Cluster White Paper, European Commission, ISBN 978-92-79-18514-4, 2011.
C21. E. Chatzilari, S. Nikolopoulos, S. Papadopoulos, C. Zigkolis and Y. Kompatsiaris, "Semi-Supervised object recognition using flickr images," in
Proceedings of the 9th International Workshop on Content-Based Multimedia Indexing, CBMI 2011, Madrid, Spain, June 13-15, 2011. pp. 229-234.
J4. S. Nikolopoulos, G. T. Papadopoulos, I. Kompatsiaris and I. Patras, "Evidence driven image interpretation by combining implicit and explicit knowledge in a bayesian network,"
IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics), vol. 41, no. 5, pp. 1366-1381, June 2011.
J3. C. Lakka, S. Nikolopoulos, C. Varytimidis and I. Kompatsiaris, "A Bayesian network modeling approach for cross media analysis,"
Signal Processing: Image Communication, vol. 175, issue 3, pp. 175-193, March 2011.
BC4. S. Nikolopoulos, E. Chatzilari, E. Giannakidou, S. Papadopoulos, I. Kompatsiaris, and A. Vakali, "Leveraging Massive User Contributions for Knowledge Extraction," in
Next Generation Data Technologies for Collective Computational Intelligence, Springer, Berlin, Heidelberg, 2011, pp. 415-443.
BC3. S. Nikolopoulos, E. Giannakidou, I. Kompatsiaris, I. Patras, and A. Vakali, "Combining multi-modal features for social media analysis," in
Social Media Modeling and Computing, Springer, London, 2011, pp. 71-96.
BC2. E. Chatzilari, S. Nikolopoulos, I. Patras, and I. Kompatsiaris, "Enhancing Computer Vision Using the Collective Intelligence of Social Media," in
New Directions in Web Data Management , Springer, Berlin, Heidelberg, 2011, pp. 235-271.
2010
J2. S. Nikolopoulos, S. Zafeiriou, N. Nikolaidis and I. Pitas, "Image replica detection system utilizing R-trees and linear discriminant analysis,"
Pattern Recognition Journal, vol. 43, issue 3, pp. 636-649, March 2010.
2009
C20. A. Moumtzidou, A. Dimou, P. King, S. Vrochidis, A. Angeletou, V. Mezaris, S. Nikolopoulos, I. Kompatsiaris, L. Makris, "ITI-CERTH participation to TRECVID 2009 HLFE and Search," in
Proceedings of the TRECVID 2009 Workshop, Gaithersburg, MD, USA, November 2009.
C19. J. Iria, S. Nikolopoulos, M. Mozina, A. Lavelli, C. Giuliano, L. Romano, D. Kuznar, and I. Kompatsiaris, "Cross-Media Knowledge Extraction in the Car Manufacturing Industry," in
Proceedings of the 21st International Conference on Tools with Artificial Intelligence (ICTAI 2009), New Jersey, USA, November 2-4, 2009.
C18. S. Nikolopoulos, G.T. Papadopoulos, I. Kompatsiaris and I. Patras, "An Evidence-Driven Probabilistic Inference Framework for Semantic Image Understanding," in
Proceedings of the 6th international Conference on Machine Learning and Data Mining in Pattern Recognition (Leipzig, Germany, July 23 - 25, 2009). P. Perner, Ed. Lecture Notes In Artificial Intelligence, vol. 5632. Springer-Verlag, Berlin, Heidelberg. pp. 525-539.
C17. S. Vrochidis, P. King, L. Makris, A. Moumtzidou, S. Nikolopoulos, A. Dimou, V. Mezaris, I. Kompatsiaris, "MKLab Interactive Video Retrieval System," in
ACM International Conference on Image and Video Retrieval (CIVR09) - VideOlympics Showcase event, Santorini, Greece, July 2009.
C16. E. Chatzilari, S. Nikolopoulos, E. Giannakidou, and I. Kompatsiaris, "Leveraging Social Media For Training Object Detectors," in
16th International Conference on Digital Signal Processing (DSP’09), Special Session on Social Media, Santorini, Greece, 5-7 July 2009.