Utilisateur:Sylenius/Bibliographie

Livres et articles de référence

à utiliser sans modération

[modifier] Livres

(en) Christopher M. Bishop, Pattern Recognition And Machine Learning, 2006 [détail des éditions]
(en) Richard O. Duda, Peter E. Hart, David G. Stork (2001), Pattern classification [détail des éditions]
(en) David MacKay, Information Theory, Inference, and Learning Algorithms, 2003 [détail des éditions]
(en) Bernhard Schölkopf, Alexander J. Smola, Learning With Kernels: Support Vector Machines, Regularization, Optimization and Beyond, 2002, MIT Press.
(en) Tom M. Mitchell, Machine Learning, 1997 [détail des éditions]
(en) Gerard Salton, M.J. McGill, Introduction to modern information retrieval, 1983 [détail des éditions]
(en) B.S. Manjunath, P. Salembier, T. Sikora, Introduction to MPEG-7: Multimedia Content Description Interface, 2002.
(en) David S. Taubman, Michael Marcellin, JPEG 2000: Image Compression Fundamentals, Standards, and Practice, 2001.
(en) Anil K. Jain, Fundamentals of Digital Image Processing, 1989.

PLSA (en) T. Hofmann, Probabilistic Latent Semantic Analysis, Uncertainty in Artificial Intelligence, 1999.
Viterbi (en) GD Forney Jr , The Viterbi algorithm, Proceedings of the IEEE, 1973.
SVM (en) Christopher J.C. Burges, A Tutorial on Support Vector Machines for Pattern Recognition, Data Mining and Knowledge Discovery, 2, 121–167 (1998)
HMM (en) Lawrence R. Rabiner, A tutorial on hidden Markov models and selected applications in speech recognition, Proceedings of the IEEE, 77:257-286, 1989.