A. Aamodt, Case-based reasoning: Foundational issues, methodological variations, and system approaches, AI Communications, vol.7, issue.1, pp.39-59, 1994.

I. Bichindaritz and C. Marling, Case-based reasoning in the health sciences: What's next?, Artificial Intelligence in Medicine, vol.36, issue.2, pp.127-135, 2006.
DOI : 10.1016/j.artmed.2005.10.008

J. Cauvin, C. Le-guillou, B. Solaiman, M. Robaszkiewicz, P. Le-beux et al., Computer-assisted diagnosis system in digestive endoscopy, IEEE Transactions on Information Technology in Biomedicine, vol.7, issue.4, pp.256-262, 2003.
DOI : 10.1109/TITB.2003.823293

A. W. Smeulders, M. Worring, S. Santini, A. Gupta, and R. Jain, Content-based image retrieval at the end of the early years, IEEE Transactions on Pattern Analysis and Machine Intelligence, vol.22, issue.12, pp.1349-1380, 2000.
DOI : 10.1109/34.895972

H. Müller, N. Michoux, D. Bandon, and A. Geissbuhler, A review of content-based image retrieval systems in medical applications???clinical benefits and future directions, International Journal of Medical Informatics, vol.73, issue.1, pp.1-23, 2004.
DOI : 10.1016/j.ijmedinf.2003.11.024

D. R. Wilson and T. R. Martinez, Improved heterogeneous distance functions, J Artif Intell Res, vol.6, pp.1-34, 1997.

R. K. Srihari, A. Rao, B. Han, S. Munirathnam, and X. Wu, A model for multimodal information retrieval, 2000 IEEE International Conference on Multimedia and Expo. ICME2000. Proceedings. Latest Advances in the Fast Changing World of Multimedia (Cat. No.00TH8532), pp.701-704, 2000.
DOI : 10.1109/ICME.2000.871458

R. Nuray and F. Can, Automatic ranking of information retrieval systems using data fusion, Information Processing & Management, vol.42, issue.3, pp.595-614, 2006.
DOI : 10.1016/j.ipm.2005.03.023

S. Wu and S. Mcclean, Performance prediction of data fusion for information retrieval, Information Processing & Management, vol.42, issue.4, pp.899-915, 2006.
DOI : 10.1016/j.ipm.2005.08.004

H. Shao, W. Cui, and H. Zhao, Medical image retrieval based on visual contents and text information The Hague, The Netherlands, IEEE International Conference on Systems, Man and Cybernetics, pp.1098-1103, 2004.

Z. Zhang, R. Zhang, and J. Ohya, Exploiting the cognitive synergy between different media modalities in multimodal information retrieval, 2004 IEEE International Conference on Multimedia and Expo (ICME) (IEEE Cat. No.04TH8763), pp.2227-2230, 2004.
DOI : 10.1109/ICME.2004.1394713

P. Buitelaar, P. Cimiano, A. Frank, M. Hartung, and S. Racioppa, Ontology-based information extraction and integration from heterogeneous data sources, International Journal of Human-Computer Studies, vol.66, issue.11, pp.759-788, 2008.
DOI : 10.1016/j.ijhcs.2008.07.007

S. Antani, L. R. Long, and G. R. Thoma, A biomedical information system for combined content-based retrieval of spine x-ray images and associated text information, Proceedings of the Indian Conference on Computer Vision, Graphics, and Image Processing, pp.242-247, 2002.

C. Le-bozec, E. Zapletal, M. C. Jaulent, D. Heudes, and P. Degoulet, Towards content-based image retrieval in a HIS-integrated PACS, Proceedings of the Annual Symposium of the American Society for Medical Informatics, pp.477-481, 2000.

]. E. Chaum, T. P. Karnowski, V. P. Govindasamy, M. Abdelrahman, and K. W. Tobin, AUTOMATED DIAGNOSIS OF RETINOPATHY BY CONTENT-BASED IMAGE RETRIEVAL, Retina, vol.28, issue.10, pp.1463-1477, 2008.
DOI : 10.1097/IAE.0b013e31818356dd

E. Bruno, N. Moenne-loccoz, and S. Marchand-maillet, Design of Multimodal Dissimilarity Spaces for Retrieval of Video Documents, IEEE Transactions on Pattern Analysis and Machine Intelligence, vol.30, issue.9, pp.1520-1533, 2008.
DOI : 10.1109/TPAMI.2007.70801

F. Smarandache and J. Dezert, Advances and Applications of DSmT for Information Fusion I, 2004.

H. Turtle, Inference networks for document retrieval, Proceedings of the 13th annual international ACM SIGIR conference on Research and development in information retrieval , SIGIR '90, 1991.
DOI : 10.1145/96749.98006

M. Indrawan, A framework for information retrieval based on bayesian networks, 1998.

C. Wilson, B. Srinivasan, and M. Indrawan, A general inference network based architecture for multimedia information retrieval, 2000 IEEE International Conference on Multimedia and Expo. ICME2000. Proceedings. Latest Advances in the Fast Changing World of Multimedia (Cat. No.00TH8532), pp.347-350, 2000.
DOI : 10.1109/ICME.2000.869612

H. Ghosh, P. Poornachander, A. Mallik, and S. Chaudhury, Learning ontology for personalized video retrieval, Workshop on multimedia information retrieval on The many faces of multimedia semantics , MS '07, pp.39-46, 2007.
DOI : 10.1145/1290067.1290075

J. Pearl, Probabilistic Reasoning in Intelligent Systems: Networks of Plausible Inference, 1988.

S. L. Lauritzen and D. J. Spiegelhalter, Local computations with probabilities on graphical structures and their application to expert systems, J R Stat Soc, vol.50, issue.2, pp.157-224, 1988.

J. Cheng, R. Greiner, J. Kelly, D. Bell, and W. Liu, Learning Bayesian networks from data: An information-theory based approach, Artificial Intelligence, vol.137, issue.1-2, pp.43-90, 2002.
DOI : 10.1016/S0004-3702(02)00191-1

URL : http://doi.org/10.1016/s0004-3702(02)00191-1

G. Quellec, M. Lamard, G. Cazuguel, B. Cochener, and C. Roux, Wavelet optimization for content-based image retrieval in medical databases, Medical Image Analysis, vol.14, issue.2, pp.227-241, 2010.
DOI : 10.1016/j.media.2009.11.004

URL : https://hal.archives-ouvertes.fr/hal-00515295

G. Van-de-wouwer, P. Scheunders, and D. Van-dyck, Statistical texture characterization from discrete wavelet representations, IEEE Transactions on Image Processing, vol.8, issue.4, pp.592-598, 1999.
DOI : 10.1109/83.753747

M. N. Do and M. Vetterli, Wavelet-based texture retrieval using generalized Gaussian density and Kullback-Leibler distance, IEEE Transactions on Image Processing, vol.11, issue.2, pp.146-158, 2002.
DOI : 10.1109/83.982822

J. C. Bezdek, Fuzzy mathemathics in pattern classification, 1973.

G. Shafer, A Mathematical Theory of Evidence, 1976.

F. Smarandache and J. Dezert, Advances and Applications of DSmT for Information Fusion II, 2006.

P. Smets, Constructing the Pignistic Probability Function in a Context of Uncertainty, Proceedings of the Fifth Annual Conference on Uncertainty in Artificial Intelligence, pp.29-40, 1990.
DOI : 10.1016/B978-0-444-88738-2.50010-5

J. Dezert and F. Smarandache, An introduction to DSmT, Tech. Rep, 2009.
URL : https://hal.archives-ouvertes.fr/hal-00365080

G. Quellec, Indexation et fusion multimodale pour la recherche d'information par le contenu. application aux bases de données d'images médicales, 2008.
URL : https://hal.archives-ouvertes.fr/tel-00326131

C. Wilkinson, F. Ferris, and R. Klein, Proposed international clinical diabetic retinopathy and diabetic macular edema disease severity scales, Ophthalmology, vol.110, issue.9, pp.1677-1682, 2003.
DOI : 10.1016/S0161-6420(03)00475-5

URL : http://doi.org/10.1016/s0161-6420(03)00475-5

M. Heath, K. Bowyer, D. Kopans, R. Moore, and W. P. Kegelmeyer, The digital database for screening mammography, Proceedings of the Fifth International Workshop on Digital Mammography, pp.212-218, 2000.

G. Quellec, M. Lamard, P. M. Josselin, G. Cazuguel, B. Cochener et al., Optimal Wavelet Transform for the Detection of Microaneurysms in Retina Photographs, IEEE Transactions on Medical Imaging, vol.27, issue.9, pp.1230-1241, 2008.
DOI : 10.1109/TMI.2008.920619

URL : https://hal.archives-ouvertes.fr/hal-00326135

M. A. Mazurowski, P. A. Habas, J. M. Zurada, and G. D. Tourassi, Decision optimization of case-based computer-aided decision systems using genetic algorithms with application to mammography, Physics in Medicine and Biology, vol.53, issue.4, pp.895-908, 2008.
DOI : 10.1088/0031-9155/53/4/005

G. Quellec, M. Lamard, G. Cazuguel, B. Cochener, and C. Roux, Adaptive Nonseparable Wavelet Transform via Lifting and its Application to Content-Based Image Retrieval, IEEE Transactions on Image Processing, vol.19, issue.1, pp.25-35, 2010.
DOI : 10.1109/TIP.2009.2030479

URL : https://hal.archives-ouvertes.fr/hal-00473899