C. Liang-hua-chen, C. Su, H. Weng, and . Liao, Action scene detection with support vector machines, Journal of Multimedia, vol.4, pp.248-253, 2009.

A. Datta, M. Shah, N. D. , and V. Lobo, Person-on-person violence detection in video data, Object recognition supported by user interaction for service robots, p.10433, 2002.
DOI : 10.1109/ICPR.2002.1044748

H. Daumé, D. Iii, and . Marcu, Domain adaptation for statistical classifiers, Journal of Artificial Intelligence Research, vol.26, issue.1, pp.101-126, 2006.

T. Giannakopoulos, D. I. Kosmopoulos, A. Aristidou, and S. Theodoridis, Violence Content Classification Using Audio Features, 4th Helenic Conference on Artificial Intelligence, pp.502-507, 2006.
DOI : 10.1023/A:1013241718521

T. Giannakopoulos, D. I. Kosmopoulos, A. Aristidou, and S. Theodoridis, A Multi-Class Audio Classification Method With Respect To Violent Content In Movies Using Bayesian Networks, 2007 IEEE 9th Workshop on Multimedia Signal Processing, pp.90-93, 2007.
DOI : 10.1109/MMSP.2007.4412825

T. Giannakopoulos, A. Makris, D. Kosmopoulos, S. Perantonis, and S. Theodoridis, Audio-Visual Fusion for Detecting Violent Scenes in Videos, Stasinos Konstantopoulos Artificial Intelligence : Theories, Models and Applications, pp.91-100, 2010.
DOI : 10.1007/978-3-642-12842-4_13

C. Joder, S. Essid, and G. Richard, Temporal Integration for Audio Classification With Application to Musical Instrument Classification, IEEE Transactions on Audio, Speech, and Language Processing, vol.17, issue.1, pp.174-186, 2009.
DOI : 10.1109/TASL.2008.2007613
URL : http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.318.2520

B. Lehane, N. E. Connor, and N. Murphy, Action sequence detection in motion pictures, European Workshop on the Integration of Knowledge, Semantic and Digital Media Technologies, 2004.

J. Lin, Divergence measures based on the Shannon entropy, IEEE Transactions on Information Theory, vol.37, issue.1, pp.145-151, 1991.
DOI : 10.1109/18.61115

S. Moncrieff, C. Dorai, and S. Venkatesh, Affect computing in film through sound energy dynamics, Proceedings of the ninth ACM international conference on Multimedia , MULTIMEDIA '01, pp.525-527, 2001.
DOI : 10.1145/500141.500231

S. Moncrieff, C. Dorai, and S. Venkatesh, Detecting indexical signs in film audio for scene interpretation, IEEE International Conference on Multimedia and Expo, 2001. ICME 2001., pp.989-992, 2001.
DOI : 10.1109/ICME.2001.1237890

S. Moncrieff, S. Venkatesh, and C. Dorai, Horror film genre typing and scene labeling via audio analysis, 2003 International Conference on Multimedia and Expo. ICME '03. Proceedings (Cat. No.03TH8698), pp.193-196, 2003.
DOI : 10.1109/ICME.2003.1221586
URL : http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.84.9767

A. Pikrakis, T. Giannakopoulos, and S. Theodoridis, Gunshot detection in audio streams from movies by means of dynamic programming and Bayesian networks, 2008 IEEE International Conference on Acoustics, Speech and Signal Processing, pp.21-24, 2008.
DOI : 10.1109/ICASSP.2008.4517536

T. Ba, S. Truong, and . Venkatesh, Determining dramatic intensification via flashing lights in movies, Proceedings of the International Conference on Multimedia & Expo, pp.60-63, 2001.

S. Wang, S. Jiang, Q. Huang, and W. Gao, Shot classification for action movies based on motion characteristics, 2008 15th IEEE International Conference on Image Processing, pp.2508-2511, 2008.
DOI : 10.1109/ICIP.2008.4712303
URL : http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.564.6776

L. Xie, H. Sundaram, and M. Campbell, Event mining in multimedia streams, Proceedings of the IEEE, pp.623-647, 2008.