Welcome to the DSmT homepage

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What is DSmT ?
The Dezert-Smarandache Theory (DSmT) of plausible and paradoxical reasoning is a natural extension of the classical Dempster-Shafer Theory (DST) but includes fundamental differences with the DST. DSmT allows to formally combine any types of independent sources of information represented in term of belief functions, but is mainly focused on the fusion of uncertain, highly conflicting and imprecise quantitative or qualitative sources of evidence. DSmT is able to solve complex, static or dynamic fusion problems beyond the limits of the DST framework, specially when conflicts between sources become large and when the refinement of the frame of the problem under consideration becomes inaccessible because of vague, relative and imprecise nature of elements of it.
Download a Short introduction to DSmT new version.
To know more on DSmT, download our recent published books : Advances and Applications of DSmT for Information Fusion (Collected works), edited by F. Smarandache, J. Dezert [Vol. I; Vol. II (Erratum to printed version of Vol. II), Vol. III (760 pages, 21 MB) new].
Code using MatLat for DSmT
has been done by Pr. Arnaud Martin from Université
de Rennes I, France, and it can be downloaded from the site:
http://martin.iutlan.univ-rennes1.fr/Doc/GeneralBeliefFunctionsFramework.tar
.
All authors who have published articles, book chapters, books, or have defended their Master theses or Ph D dissertations, or have presented papers or tutorials to various conferences and seminars on DSmT are pleased to report them to Dr. J. Dezert and Dr. F. Smarandache (jdezert@gmail.com, fsmarandache@yahoo.com) in order to have them listed in this web site. If you have your paper in PDF or a link to it, please provide it as well.
List of publications related to DSmT
2011
Ph. D. Dissertations:
2010
Non Bayesian Conditioning and Deconditioning, by J. Dezert, F. Smarandache, in Proceedings of Workshop on the theory of belief functions, April 1-2, 2010, Brest, France (also in http://www.ensieta.fr/belief2010/).
Multi-criteria decision making based on DSmT-AHP, by J. Dezert, J.-M. Tacnet, M. Batton-Hubert, F. Smarandache, in Proceedings of Workshop on the theory of belief functions, April 1-2, 2010, Brest, France (also at http://www.ensieta.fr/belief2010/).
A two-step fusion process for multi-criteria decision applied to natural hazards in mountains, by J.-M. Tacnet, M. Batton-Hubert, J. Dezert, in Proceedings of Workshop on the theory of belief functions, April 1-2, 2010, Brest, France (available at http://www.ensieta.fr/belief2010/).
Sequential adaptive combination of unreliable sources of evidence, by Z. Liu, Q. Pan, Y.-M. Cheng, J. Dezert, in Proceedings of Workshop on the theory of belief functions, April 1-2, 2010, Brest, France, http://www.ensieta.fr/belief2010/.
A combination of ontology fusion and DSmT as the way to improve the performance of evidential inference in C2 systems, by K. Krenc, A. Kawalec, in Proceedings of Workshop on the theory of belief functions, April 1-2, 2010, Brest, France (available at http://www.ensieta.fr/belief2010/).
Generic implementation of fusion rules based on Referee Function, in Proceedings of Workshop on the theory of belief functions, by F. Dambreville, April 1-2, 2010, Brest, France (available at http://www.ensieta.fr/belief2010/); see the Referee Function's code at http://refereefunction.fredericdambreville.com .
Approximation in DSm theory for fusing ESM reports, by P. Djiknavorian, D. Grenier, P. Valin, in Proceedings of Workshop on the theory of belief functions, April 1-2, 2010, Brest, France (available at http://www.ensieta.fr/belief2010/).
A particle filtering and DSmT Based
Approach for Conflict Resolving in case of Target Tracking with multiple cues,
by Y. Sun and, L. Bentabet, Journal of Mathematical Imaging and Vision, vol.
36, No 2, pp. 159-167, February 2010.
Ph. D. Dissertations:
Extraction de connaissances et indexation de données multimédia pour la détection anticipée d'évènement indésirable, by Anas Dahbiah, Télécom Bretagne & Université Rennes 1, Brest, France, October 8th, 2010.
Processing of information in C2 systems with application of Dezert-Smarandache Theory, by Ksawery Krenc, Military University of Technology (WAT), The Department of Electronics, Promotor: Prof. Adam Kawalec, Warsaw, Poland, 10 June 2010.
Sensing, what matters ?, by W. Van Norden (CAMS -- Force Vision), Delft Techn. Univ., Netherlands, 16 February, 2010.
2009
Design of an Intelligent Housing System Using Sensor Data Fusion Approaches, by A.M. Khalkhali, B. Moshiri, H.R. Momeni, Chap. 11 in Sensor and Data Fusion, N. Milisavljevic (Editor), In-Tech Publisher, 2009.
An
Introduction to DSmT, by J. Dezert, F. Smarandache,
also in HAL web site
(
Extension of Inagaki General Weighted Operators and A New Fusion Rule Class of Proportional Redistribution of Intersection Masses, by F. Smarandache, arXiv:0807.1906, July 2008; International Journal of Artificial Intelligence, Vol. 3, No. A09, 79-85, 2009.
Tracking object's type changes with fuzzy based fusion rule, by A. Tchamova, J. Dezert, F. Smarandache, Proceedings of the First International Conference on Modelling and Development of Intelligent Systems (MDIS 2009), pp. 270-280, October 22-25, 2009, Sibiu, Romania.
An improved partial Haar dual adaptive filter for rapid identification of a sparse echo channel, by P. Kechichian, B. Champagne, Signal Process. J., 89, No. 5, 710-723 (2009).
GMTI and IMINT data fusion for multiple target tracking and classification, by B. Pannetier B., J. Dezert, Proceedings of Fusion 2009, Seattle, USA, July 6-9, 2009.
Combination of qualitative information with 2-Tuple linguistic representation in Dezert-Smarandache Theory, by X. Li, F. Smarandache, J. Dezert, X.-Z Dai, Journal of Computer Science and Technology, Vol. 24, No.4, pp. 786--797, July 2009.
Refined Labels for Qualitative Information Fusion in Decision-Making Support System, by F. Smarandache, J. Dezert & Xinde Li, Proceedings of Fusion 2009 International Conference, Seattle, USA, July 6-9, 2009.
DSm theory for fusing highly conflicting ESM reports, by Pierre Valin, Pascal Djiknavorian, Dominic Grenier, Proceedings of Fusion 2009 International Conference, Seattle, USA, 2009.
Modeling evidence fusion rules by means of referee functions, by Frederic Dambreville, Proceedings of Fusion 2009 International Conference, Seattle, USA, 2009.
GMTI and IMINT data fusion for multiple target tracking and classification, by Benjamin Pannetier, Jean Dezert, Proceedings of Fusion 2009 International Conference, Seattle, USA, 2009.
Real world implementation of belief function theory to Detect Dislocation of Materials in Construction, by Saiedeh N. Razavi, Carl T. Haas, Philippe Vanheeghe, Emmanuel Duflos, Proceedings of Fusion 2009 International Conference, Seattle, USA, 2009.
Dempster-Shafer Theory: combination of information using contextual knowledge, by Mihai Cristian Florea, Eloi Bosse, Proceedings of Fusion 2009 International Conference, Seattle, USA, 2009.
An application of DSmT in ontology-based fusion systems, by Ksawery Krenc, Adam Kawalec, Proceedings of Fusion 2009 International Conference, Seattle, USA, 2009.
Applying the PCR6 Rule of Combination in Real Time Classification Systems, by Krispijn A. Scholte, Willem L. van Norden, Proceedings of Fusion 2009 International Conference, Seattle, USA, 2009.
Implication of Culture: User Roles in Information Fusion for Enhanced Situational Understanding, by Erik Blasch, Pierre Valin, Eloi Bosse, Maria Nilsson, Joeri van Laere, Elisa Shahbazian, Proceedings of Fusion 2009 International Conference, Seattle, USA, 2009.
A Class of DSm Conditioning
Rules,
by F. Smarandache, M. Alford, arXiv:0908.0100v1, Proceedings of COGIS 2009
International Conference, Paris, France, 16-18 November 2009.
Ph. D. Dissertations:
Prise en compte de l'incertitude dans l'expertise des risques naturels en montagne par analyse multicritères et fusion d'information, by Jean-Marc Tacnet, Ecole Nationale Supérieure des Mines de Saint-Etienne, Laboratoire SITE, France, November 26th, 2009.
Cartographie de paramètres forestiers par fusion évidentielle de données géospatiales multi-sources: Application aux peuplements forestiers en regénération et feuillus matures du sud du Québec, by Brice Mora, Sherbrooke Univ., Canada, March 5th, 2009.
M. Sc. Thesis:
Développement de modèles de fusion et de classification contextuelle d’images satellitaires par la théorie de l’évidence et la théorie du raisonnement plausible et paradoxal, by Nassim ABBAS, University of Science and Technology Houari Boumediene (USTHB), BP. 32, El Alia, Bab Ezzouar, 16111, Algiers, Algeria, 05 March 2009.
2008
General Combination Rules for Qualitative and Quantitative Beliefs, by Arnaud Martin, Christophe Osswald, Jean Dezert, Florentin Smarandache, Journal of Advances in Information Fusion (JAIF), Volume 3, Number 2, pp. 67-89, December 2008.
An Approach to Model Interest for Planetary Rover through Dezert–Smarandache Theory, by M. Ceriotti, M. Vasile, Ma Massari, G. Giardini, J. of Aerospace Computing, Inf. and Communications, Vol. 5, 2008.
Comments on <A new combination of evidence based on compromise> by K. Yamada, in Fuzzy Sets and Systems, In Press, Corrected Proof, Available online, 2 October 2008, by Jean Dezert, Arnaud Martin, and Florentin Smarandache.
Multimodal Medical Case Retrieval using Dezert-Smarandache Theory with a priori knowledge, by G. Quellec, M. Lamard, G. Cazuguel, B. Cochener, C. Roux (submitted to a conference in November 2008), http://www.hal.inserm.fr/inserm-00331198/en/.
DSmT qualitative reasoning based on 2-Tuple linguistic representation model, by Xinde Li, Xianzhong Dai, Jean Dezert, Florentin Smarandache, to appear in Proceedings of 9th International Conference for Young Computer Scientists (ICYCS 2008), Zhang Jia Jie, Hunan, China, November 18-21, 2008 (paper ID 320); http://www.csu.edu.cn/ICYCS2008/ICYCS08WebsiteEnglish/index.htm.
A New Class Fusion Rule for solving Blackman's Association Problem, by Albena Tchamova, Jean Dezert and Florentin Smarandache, Proceedings of 4th International IEEE Conference "Intelligent Systems", pp. 8-23 to 8-28, September 6-8, 2008, Varna, Bulgaria.
Multimodal Medical Case Retrieval using Dezert-Smarandache Theory, by G. Quellec, M. Lamard, G. Cazuguel, C. Roux , B. Cochener, in Proceedings of the 30th Annual International IEEE EMBS Conference, Vancouver, Canada, August 20-24, 2008. http://www.hal.inserm.fr/inserm-00331184/en/.
A New Probabilistic Transformation of Belief Mass Assignment (DSmP), by J. Dezert & F. Smarandache (co-chairs of the special session “Advances and Applications of DSmT for Information Fusion”), Fusion 2008 International Conference, June 30-July 3, 2008, Cologne, Germany.
Combining
System and User Belief on Classification Using the DSmT Combination Rule,
by Willem van Norden, Fusion 2008 International Conference, June 30-July
3, 2008,
An Evaluation of the Attribute Information for the Purpose of DSmT Fusion in C&C Systems, by Ksawery Krenc, Adam Kawalec, Fusion 2008 International Conference, June 30-July 3, 2008, Cologne, Germany.
Multiple
Cameras Fusion Based on DSmT for Tracking Objects on Ground Plane,
by Esteban Garcia, Leopoldo Altamirano, Fusion 2008 International
Conference, June 30-July 3, 2008,
Discrete Labels and Rich Foci in Theory of Evidence, by Christophe Osswald, Arnaud Martin, Fusion 2008 International Conference, June 30-July 3, 2008, Cologne, Germany.
Unification of Evidence Theoretic Fusion Algorithms: A Case Study in Level-2 and Level-3 Fingerprint Features, by M. Vatsa, R. Singh, and A. Noore, in IEEE Transaction on Systems, Man, and Cybernetics - A , 2008 (in Press).
Multimodal Medical Case retrieval using Bayesian networks and the Dezert-Smarandache Theory, by G. Quellec, M. Lamard, L. Bekri, G. Cazuguel, C. Roux, B. Cochener, in the Fifth IEEE International Symposium on Biomedical Imaging (ISBI '08), Paris, France, June 14-17, 2008, http://www.hal.inserm.fr/inserm-00331189/en/.
Multimodal Information Retrieval based on Bayesian networks and the Dezert-Smarandache Theory. Application to Medical Image Databases, by G. Quellec, M. Lamard, G. Cazuguel, B. Cochener, C. Roux (submitted summer 2008).
System
and method for combining diagnostic evidences for turbine engine fault
detection, by V. Guralnik, D. Mylaraswamy, H.C. Voges, U. S. Patent
7337086, Honeywell Int. Inc., Feb, 2008.
http://www.patentstorm.us/patents/7337086/claims.html
.
Improvement of Multiple Ground
Targets Tracking with GMTI Sensor and Fusion of Identification Attributes, by Benjamin Pannetier, Jean Dezert,
Evangeline Pollard, Aeroconf 2008, March 1-9, 2008, Big
http://www.aeroconf.org/
.
Transformations of belief masses into subjective probabilities, by Jean Dezert, Florentin Smarandache, in DSmT Book Vol. 3, 2009.
M. Sc. Thesis:
Fusion d'informations dans un cadre de raisonnement de Dezert-Smarandache appliquée sur des rapports de capteurs ESM sous le STANAG 1241, by Pascal Djiknavorian, Laboratoire de Radiocommunication et de Traitement du Signal, Laval University, Canada, September 19, 2008.
Ph. D. Dissertations:
Quality Induced Secure Multiclassifier Fingerprint Verification using Extended Feature Set, by Mayank Vatsa, Computer Sciences Dept., West Virginia University, Morgantown, West Virginia, USA, Nov. 2008.
Indexation
et fusion multimodale pour la recherche d'information par le contenu.
Application aux bases de données d'images médicales, by G. Quellec,
Ecole Nationale Supérieure des Telecommunications de Bretagne,
2007
A Sequential Monte-Carlo and DSmT Based Approach for Conflict Handling in Case of Multiple Targets Tracking, by Y Sun, L Bentabet, in Lectures Notes in Computer Sciences, Springer Verlag, 2007; http://www.springerlink.com/content/0gx751g745411n83/
Inverse Problem in DSmT and Its Applications in Trust Management, by Wang, Jin, Sun, Huaijiang , in The First International Symposium on Data, Privacy, and E-Commerce, 2007; ISDPE 2007, 1-3 Nov. 2007; http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=4402725
An Introduction to the DSm Theory for the Combination of Paradoxical, Uncertain and Imprecise Sources of Information, by F. Smarandache, J. Dezert, in Octogon Mathematical Magazine, Braşov, Romania, pp. 681-722, Vol. 15, No. 2, October 2007.
Empirical analysis of generalized uncertainty measures with Dempster Shafer fusion, by Pong, Peter, Subhash Challa, in Int. Conf. on Information Fusion 2007, July 2007, Québec; http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=4408163
Decision Level Multiple Cameras Fusion Using Dezert-Smarandache Theory, by E. Garcia, L. Altamirano, in Lectures Notes in Computer Sciences, Springer Verlag 2007; http://www.springerlink.com/content/q76n1611455j8037/
Toward a combination rule to deal with partial conflict and specificity in belief functions theory, by A. Martin, and C. Osswald, in 10th International Conference on Information Fusion, 2007, Québec City, July 2007; http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=4408007
Analyzing the combination of conflicting belief functions, by Philippe Smets, in Information Fusion, Volume 8, Issue 4, October 2007, pages 387-412.
Integrated Multilevel Image Fusion and Match Score Fusion of Visible and Infrared Face Images for
Robust Face Recognition, by
R. Singh, M. Vatsa, and A. Noore,
Pattern Recognition - Special Issue on Multimodal Biometrics, Vol. 41, No. 3, pp. 880 - 893, 2008;
online at: http://www.csee.wvu.edu/~richas/papers/GSVM-DSm.pdf
.
Quality-Augmented Fusion of Level-2 and Level-3 Fingerprint Information using DSm Theory, by M. Vatsa, R. Singh, A. Noore, and M. Houck, International Journal of Approximate Reasoning, 2007 (accepted); http://www.csee.wvu.edu/~richas/papers/DSm-JAR.pdf .
Unification of Evidence Theoretic Fusion Algorithms: A Case Study in Level-2 and Level-3 Fingerprint Features, by M. Vatsa, R. Singh, and A. Noore,
Proceedings of IEEE Conference on Biometrics: Theory, Applications and Systems, 2007;
http://www.csee.wvu.edu/~richas/papers/Unification-BTAS.pdf
.
Ph. D. Dissertation:
Combinaison d’informations hétérogènes dans le cadre unificateur des ensembles aléatoires : Approximations et robustesse, by Mihai Cristian Florea, Université Laval, Québec City, Canada, 13 July 2007.
2006
Improvement
of Land Cover Map from Satellite Imagery using DST and DSmT, by R.
Khedam, A. Bouakache, G. Mercier, A. Belhadj-Aissa, Image Processing and
Radiation Laboratory, Faculty of Electronic and Computer Science,
University of Science and Technology Houari Boumediene, (USTHB). BP. 32,
El Alia, Bab Ezzouar, 16111,
http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=1684400
Understanding
the large family of Dempster-Shafer theory's fusion operators-a
decision-based measure, by C Osswald, A Martin - 9th international
conference on information fusion,
Sonar
Grid Map Building of Mobile Robots Based on DSmT, by Xinde Li,
Xinhan Huang, Min Wang
Information Technology Journal, Vol. 5, no 2, pp. 267-272, 2006;
http://www.doaj.org/doaj?func=abstract&id=180895
Introduction to the Fusion of Quantitative and Qualitative Beliefs, by J. Dezert, F. Smarandache, in "Information & Security / An International Journal", pp. 9-49, Vol. 20, 2006 [the whole volume of this journal was dedicated to DSmT].
Generalization of the Classic Combination Rules to DSm Hyper-Power Sets, by M. Daniel, in "Information & Security / An International Journal", pp. 50-64, Vol. 20, 2006.
A New Class of Fusion Rules Based on T-Norm and T-Conorm Fuzzy Operators, by A. Tchamova, J. Dezert, F. Smarandache, in "Information & Security / An International Journal", pp. 65-82, Vol. 20, 2006.
Ordered DSmT and Its Application to the Definition of Continuous DSm Models, by F. Dambreville, in "Information & Security / An International Journal", pp. 85-103, Vol. 20, 2006.
Robot Map Building from Sonar Sensors and DSmT, by Xinde Li, Xinhan Huang, Min Wang, in "Information & Security / An International Journal", pp. 104-121, Vol. 20, 2006.
Human Expert Fusion for Image Classification, by A. Martin, C. Osswald, in "Information & Security / An International Journal", pp. 122-143, Vol. 20, 2006.
Fusion of Qualitative Beliefs using
DSmT, by F. Smarandache, J. Dezert, in "Advances
and
Applications of DSmT for Plausible
and Paradoxical Reasoning for Information Fusion", International
Workshop organized by the Bulgarian
IST Centre of Competence in 21st Century, December 14, 2006, Bulg. Acad.
of Sciences, Sofia, Bulgaria.
Performance Evaluation of Tracking
Algorithm Incorporating Attribute Data Processing via DSmT, by J. Dezert, A. Tchamova, L. Bojilov and P.
Konstantinova, in "Advances and Applications of DSmT
for Plausible and Paradoxical Reasoning
for Information Fusion", International Workshop
organized by the Bulgarian IST
Centre of Competence in 21st Century, December 14, 2006, Bulg. Acad. of
Sciences, Sofia, Bulgaria.
Uniform and Partially Uniform Redistribution Rules, by Florentin Smarandache, Jean Dezert, in arXiv:cs/0702028, and in "Advances and Applications of DSmT for Plausible and Paradoxical reasoning for Information Fusion", International Workshop organized by the Bulgarian IST Centre of Competence in 21st Century, December 14, 2006, Bulg. Acad. of Sciences, Sofia, Bulgaria.
Target Type Tracking with PCR5 and Dempster's Rules: A
Comparative Analysis, by Jean
Dezert, Albena Tchamova, Florentin Smarandache, Pavlina
Konstantinova. Fusion 2006 Int. Conf. on Information Fusion,
Selection of Sources as a Prerequesite for Information
Fusion with Application to SLAM, by Xinde
Li, Jean Dezert, Xinhan Huang. Fusion 2006 Int. Conf. on
Information Fusion,
DSmT: A New Paradigm Shift for Information Fusion, by J. Dezert and F. Smarandache, Cogis ' 06 Conference, Paris, March 2006; http://www.see.asso.fr/cogis2006/pages/programme.htm.
Adaptive combination rule and proportional conflict
redistribution rule for information fusion, by M. C. Florea, J. Dezert, P. Valin, F.
Smarandache, Anne-Laure Jousselme, Presented at Cogis '06 Conference, Paris, March 2006.
M. Sc. Thesis:
Designing a Home Security System Using
Sensor Data Fusion,
by Arezou Moussavi, Islamic
2005
Vagueness,
a multifacet concept - a case study on Ambrosia artemisiifolia predictive
cartography, by P. Maupin and A.-L. Jousselme, A.-L., in IEEE
International Geoscience and Remote Sensing Symposium, 2004. IGARSS '04.
Proceedings, 20-24 Sept. 2004 Volume: 1;
http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=1369036 .
The Combination of Paradoxical, Uncertain, and Imprecise Sources of Information based on DSmT and Neutro-Fuzzy Inference, by Florentin Smarandache, Jean Dezert; in arXiv:cs/0412091v1. A version of this paper published in Proceedings of 10th International Conference on Fuzzy Theory and Technology (FT&T 2005), Salt Lake City, Utah, USA.
Rapport Fusion de Données, Rapport Technique, by Marie-Lise Gagnon, Départ.
de Génie Electrique et de Génie Informatique,
Proportional
Conflict Redistribution Rules for Information Fusion, by Florentin Smarandache,
Jean Dezert, in
arXiv:cs/0408064, and in Proceedings
of the 8th International Conference on Information Fusion, Philadelphia, 25-29 July,
2005.
Performance
Evaluation of Fusion Rules For Multitarget Tracking in Clutter Based on
Generalized Data Association, by J.
Dezert, A. Tchamova, T. Semerdjiev, and P. Konstantinova, Proceedings of Fusion
2005 Int. Conf. on Information Fusion,
Example of Continuous Basic Belief Assignment in the DSmT Paradigm, by F. Dambreville, Proceedings of Fusion 2005 Int. Conf. on Information Fusion, Philadelphia, PA, USA, July 25-29, 2005.
A short overview on DSmT for Information Fusion, by J. Dezert and F. Smarandache, Proceedings of 10th International Conference on Fuzzy Theory and Technology (FT&T 2005), Salt Lake City, Utah, USA, July 21-26, 2005.
A
Simple Proportional Conflict Redistribution Rule, by Florentin Smarandache,
Jean Dezert, International
Journal of Applied Mathematics and Statistics, Vol. 3, No. J05, 1-36, 2005.
To Be and Not to Be: An Introduction to Neutrosophy - A Novel Decision Paradigm, by F. Smarandache and S. Bhattacharya, Management Vision - New Perspectives, Institute of Business Management, Jadavpur University, Kolkata, India, Vol. 1, 27-37, March 2005.
2004
Papers from the special session: Applications and advances of plausible and paradoxical reasoning for data fusion, devoted on DSmT, published in the Proceedings of The 7th International Conference on Information Fusion, FUSION 2004, Clarion Hotel, Stockholm, Sweden, 28 June -1 July 2004.
Advances and Applications of DSmT for Information Fusion, F. Smarandache and J. Dezert (editors), Am. Res. Press, Rehoboth, June 2004 (18 chapters, 418 pages).
The Generalized Pignistic Transformation, by Jean
Dezert, Florentin Smarandache, Milan Daniel, Proceedings of the Seventh International Conference on
Information Fusion, International Society for Information Fusion,
Stockholm, Sweden, 384-391, 2004.
Target tracking with generalized data association based on the general DSm rule of combination, Albena Tchamova, Jean Dezert, Tzvetan Semerdjiev, Pavlina Konstantinova, Proc. of Fusion 2004 Int. Conf. on Information Fusion, pp. 392-399, Stockholm, Sweden, June 28-July1, 2004 (http://www.fusion2004.org).
Neutrosophy in situation analysis, Anne-Laure Jousselme, Patrick Maupin, Proc. of Fusion 2004 Int. Conf. on Information Fusion, pp. 400-406, Stockholm, Sweden, June 28-July1, 2004 (http://www.fusion2004.org).
An Algorithm for Quasi-Associative and Quasi-Markovian Rules of Combination in Information Fusion, by Florentin Smarandache, Jean Dezert, arXiv:cs/0408021v2.
Unification of Fusion Theories (UFT), F. Smarandache, International Journal of Applied Mathematics & Statistics, Roorkee, India, Vol. 2, 1-14, 2004.
Ph. D. Dissertations:
Modélisation prédictive de l’occupation des sols en contexte agricole intensif : application à la couverture hivernale des sols en Bretagne, Ph. D. Dissertation, by Samuel Corgne, Advisor: Laurence Hubert-Moy, Université de Rennes 2, France, 10 December 2004.
Utility, Rationality and Beyond - From Behavioral Finance to Informational Finance, Ph. D. Dissertation, by Sukanto Bhattacharya, Bond University, Queensland, Australia, 2004.
2003
Fondations pour une Nouvelle Théorie du Raisonnement Plausible et Paradoxal, J. Dezert, ONERA Tech. Report no. 1/06769 DTIM, January 2003 [in French].
Fuzzy Logic, Neutrosophic Logic, and Applications, F. Smarandache & M. Khoshnevisan, 2003 BISC FLINT-CIBI International Joint Workshop on Soft Computing for Internet and Bioinformatics, University of California - Berkeley, December 15, 2003; to be published in a UC Berkeley journal; DSmT aroused the interest of Lotfi Zadeh.
Papers from the special session: Plausible and Paradoxical reasoning for information fusion devoted on DSmT published in the Proceedings of The 6th International Conference on Information Fusion, FUSION 2003, Radisson Hotel, Cairns, Queensland, Australia, 8-11 July 2003, http://www.gallup.unm.edu/~smarandache/DSmT2003.htm.
On the
Generation of the Hyper-powerset for the DSmT, by J.
Dezert, F. Smarandache.
Partial
Ordering of Hyper-powersets and Matrix Representation of Belief Functions
with DSmT, by J.
Dezert, F. Smarandache.
On the Blackman's
Association Problem, by J.
Dezert, F. Smarandache, A. Tchamova.
Land Cover Change
Prediction with a New Theory of Plausible and Paradoxical Reasoning, by S.
Corgne, L. Hubert-Moy, J. Dezert, G. Mercier.
Estimation of Target Behavior tendencies using
Dezert-Smarandache Theory, by A. Tchamova, Tz. Semerdjiev, J. Dezert.
2002
An introduction to the theory of plausible and paradoxical reasoning, Proceedings of NM &A 02, International Conference on Numerical methods and Applications, Springer Verlag Ed., Borovetz, Bulgaria, August 20-24, 2002, http://www.bas.bg/clpp/mmosi/partners/isdezert2909.pdf.
Foundations for A New Theory of Plausible and Paradoxical Reasoning, Jean Dezert, in Information and Security Journal, An International Journal, Edited by Tzvetan Semerdjiev, CLPP, Bulgarian Academy of Sciences, Sophia, Vol. 9, 2002, http://cms.isn.ch/public/docs/doc_762_259_en.pdf.
2001
Combination of Paradoxical Sources of Information within the Neutrosophic Framework, Jean Dezert, in Proceedings of the First Int. Conf. on Neutrosophics, Univ. of New Mexico, Gallup Campus, December 1-3, 2001, http://www.gallup.unm.edu/~smarandache/NeutrosophicProceedings.pdf.
Seminars on DSmT
2012
2011
2010
Avancées en fusion de données: Approche par DSmT, by Jean Dezert, Télécom Bretagne, Brest, France, October 8th, 2010.
Advances and Applications of DSmT for Information Fusion, by J. Dezert & F. Smarandache, presented by F. Smarandache, ENSIETA, Brest, France, 17 June 2010.
An Introduction to Information Fusion Level 1 and to Neutrosophic Logic/Set with Applications, ENSIETA (National Superior School of Engineers and the Study of Armament), Brest, France, 2 July 2010.
Data Fusion of Cameras’ Images for Localization of an Object; DSmT-based Approach, by Mahdi Khodabandeh, Alireza Mohammad-Shahri, The 1st International Symposium on Computing in Science & Engineering, 3-5 June 2010, Kusadasi, Turkey.
Multi-criteria decision making based on DSmT-AHP, by J. Dezert, J.-M. Tacnet, M. Batton-Hubert, F. Smarandache, in Proceedings of Workshop on the theory of belief functions, April 1-2, 2010, Brest, France (also at http://www.ensieta.fr/belief2010/).
A two-step fusion process for multi-criteria decision applied to natural hazards in mountains, by J.-M. Tacnet, M. Batton-Hubert, J. Dezert, Workshop on the theory of belief functions, April 1-2, 2010, Brest, France (available at http://www.ensieta.fr/belief2010/).
Sequential adaptive combination of unreliable sources of evidence, by Z. Liu, Q. Pan, Y.-M. Cheng, J. Dezert, Workshop on the theory of belief functions, April 1-2, 2010, Brest, France, http://www.ensieta.fr/belief2010/.
A combination of ontology fusion and DSmT as the way to improve the performance of evidential inference in C2 systems, by K. Krenc, A. Kawalec, Workshop on the theory of belief functions, April 1-2, 2010, Brest, France (available at http://www.ensieta.fr/belief2010/).
Generic implementation of fusion rules based on Referee function, Workshop on the theory of belief functions, by F. Dambreville, April 1-2, 2010, Brest, France (available at http://www.ensieta.fr/belief2010/).
Approximation in DSm theory for fusing ESM reports, by P. Djiknavorian, D. Grenier, P. Valin, Workshop on the theory of belief functions, April 1-2, 2010, Brest, France (available at http://www.ensieta.fr/belief2010/).
2009
A Class of DSm Conditioning Rules, by F. Smarandache, M. Alford, COGIS 2009 International Conference, Paris, France, 16-18 November 2009.
Tracking object's type changes with fuzzy based fusion rule, by A. Tchamova, J. Dezert, F. Smarandache, First International Conference on Modelling and Development of Intelligent Systems (MDIS 2009), October 22-25, 2009, Sibiu, Romania.
Advances and Applications of DSmT for Information Fusion (third version)”, by F. Smarandache (co-author J. Dezert), Invited speaker at and sponsored by Air Force Institute of Technology Wright-Patterson AFB in Dayton, Ohio, USA, May 1st, 2009.
Extension of Inagaki General Weighted Operators and A
New Fusion Rule Class of Proportional Redistribution of Intersection Masses,
by F. Smarandache, in
arXiv:0807.1906, July 2008;
International Journal of Artificial Intelligence, Vol.
3, No. A09, 79-85, 2009.
Fusion of Sensors’ Information in the Machine Building Industry (DSmT), by F. Smarandache (co-author J. Dezert), Universitatea din Craiova, Facultatea de Mecanică, Romania, 18 May 2009.
Advances in Quantitative and Qualitative Information Fusion, by J. Dezert (co-author F. Smarandache), Lecture given at Institute of Intelligent Control School of Automation Southeast University, Nanjing, China, May 19th, 2009.
Some Applications of Quantitative and Qualitative Information Fusion, by Jean Dezert (co-author F. Smarandache), Lecture given at Institute of Intelligent Control School of Automation Southeast University, Nanjing, China, May 20th, 2009.
Introduction to DSmT for Information Fusion, by Jean Dezert (co-author F. Smarandache), Lecture given Huazhong University of Sciences and Technology, Wuhan, China, May 23rd, 2009.
Quantitative and Qualitative Information Fusion, by Jean Dezert (co-author F. Smarandache), International Workshop on Information Fusion, Lecture given at Beihang University, Beijing, China, May 28th, 2009.
Quantitative and Qualitative Information Fusion, by Jean Dezert (co-author F. Smarandache), International Workshop on Information Fusion, Lecture given at Xi'an Jiaotong University, Xi'an, China, May 31st, 2009.
Quantitative and Qualitative Information Fusion, by Jean Dezert (co-author F. Smarandache), International Workshop on Information Fusion, Lecture given at Hangzhou Dianzi University, Hangzhou, China, June 4th, 2009.
Advances and Applications of DSmT for Information Fusion (third version), by F. Smarandache (co-author J. Dezert), Air Force Research Laboratory (AFRL), Rome, NY, USA, June 29, 2009.
Advances and Applications of DSmT for Information Fusion (third version), by F. Smarandache (co-author J. Dezert), Griffiss Institute, Rome, NY, USA, July 1st, 2009.
Advances and Applications of DSmT for Information Fusion (fourth version), by J. Dezert & F. Smarandache, Fusion 2009 International Conference, Seattle, USA, July 6th, 2009.
Refined Labels for Qualitative Information Fusion in Decision-Making Support System, presented by F. Smarandache (co-authors J. Dezert & Xinde Li), Fusion 2009 International Conference, Seattle, USA, July 8th, 2009.
An Introduction to Fusion Level 1 and to Neutrosophic Logic/Set with Applications, presented by F. Smarandache at Air Force Research Laboratory, in Rome, NY, USA, July 29, 2009.
User insisted redistribution of belief in hierarchical classification spaces, by Wilbert van Norden, Catholijn M. Jonker, in Proc. of the 2009 IEEE/WIC/ACM International Conference on Intelligent Agent Technology, Milan, Italy, 15 – 18 September 2009.
2008
Advances and Applications of DSmT for Information Fusion, Tutorial by J. Dezert & F. Smarandache, Fusion 2008 International Conference, June 30-July 3, 2008, Cologne, Germany.
Applications de la DSmT en pistage et robotique,
by J. Dezert, Seminar at Institute Henri Poincaré, 11 Rue Pierre et Marie
Curie, 75005 Paris, France, 22 January, 3-4 p.m., 2008; http://lastre.asso.fr/aubin/Sem-Viab-cont.html
2007
Unification of Evidence Theoretic Fusion Algorithms: A Case Study in Level-2 and Level-3 Fingerprint Features
[which received the best conference paper award], by
M. Vatsa, R. Singh, and A. Noore, IEEE Conference on Biometrics: Theory, Applications and Systems,
2007; http://www.csee.wvu.edu/~richas/papers/Unification-BTAS.pdf
.
Classical Belief Conditioning and
its Generalization to DSm Theory, by
Target Tracking Applications of Dezert-Smarandache Theory of Plausible and Paradoxical Reasoning, by J. Dezert, F. Smarandache, A. Tchamova, P. Konstantinova, Department of Communication Systems, InfoLab21, South Drive, Lancaster University, Lancaster, U. K., 18 October 2007.
Advances and Applications of DSmT for Information Fusion, by J. Dezert, F. Smarandache, Tutorial at Fusion 2007 Int. Conference on Information Fusion, Québec City, July 2007.
Introduction á la Fusion et au Conditionnement de Croyances Quantitatives ou Qualitatives dans le Cadre de la DSmT, by J. Dezert, Seminar on "Recents developpements en fusion de données", ONERA, Chatillon, France, June 14th, 2007.
Advances and Applications of DSmT for Information Fusion, Pre-Conference Workshop, by J. Dezert, F. Smarandache, Sensor Fusion Europe (Marcus Evans), 2nd Annual Assuring Accessibility of Secure Information for the Warfighter, Brussels, Belgium, January 29, 2007.
2006
Advances and Applications of DSmT for Plausible and Paradoxical Reasoning for Information Fusion, by J. Dezert, International Workshop organized by the Bulgarian IST Centre of Competence in 21st Century, December 14, 2006, Bulg. Acad. of Sciences, Sofia, Bulgaria.
Fusion of Qualitative and Quantitative Information using DSmT, Tutorial MO2 by J. Dezert, F. Smarandache, Fusion 2006 International Conference, Florence, Italy, July 10-13, 2006.
Fusion d'informations incertaines et conflictuelles par la DSmT, by Jean Dezert, Round panel Discussion on Prevision Methods, 38ièmes Journées de Statistique du 29 Mai 2006, EDF Recherche et Developpement (ICAME/SOAD), Clamart (92), France; http://www.jds2006.fr/index.php.
DSmT
Approach for Quantitative and Qualitative Information Fusion, Invited
Lecture given by F. Smarandache (co-author J. Dezert), University Kristen
Satya Wacana, Salatiga, May 26, 2006,
DSmT
Approach for Quantitative and Qualitative Information Fusion, Invited
Lecture given by F. Smarandache (co-author J. Dezert), University Sekolah
Tinggi Informatika & Komputer
DSmT Approach for Quantitative and Qualitative Information Fusion, Invited Lecture given by Jean Dezert in Information Days on Advanced Computing, supported by EU BIS21++ project and organised by Institute for Parallel Processing, Bulgarian Academy of Sciences, March 21-23, 2006, Hotel "Kamena", Velingrad, Bulgaria.
2005
DSmT: Une Nouvelle Approche pour la Gestion d'Informations Conflictuelles, Jean Dezert, ENSIETA, Brest, France, December 15, 2005, http://www.ensieta.fr/e3i2/Seminaire.html.
DSm
Theory of Plausible, Paradoxist, Uncertain, and Imprecise Reasoning
for Information Fusion, F. Smarandache, J. Dezert, Knowledge
Transfer International Conference, Romanian Ateneu Society, Ecological
Dezert-Smarandache
Theory (DSmT) of Plausible and Paradoxical Reasoning, J.
Dezert, F. Smarandache, Sensor Fusion Europe, Post-Conference Workshop,
Marcus Evans Co., November 4th, 2005,
An introduction to DSm Theory of Plausible, Paradoxist, Uncertain, and Imprecise Reasoning for Information Fusion, F. Smarandache, J. Dezert, 13th International Congress of Cybernetics and Systems, Maribor, Slovenia, July 6-10, 2005.
The DSmT Approach for Information Fusion and Some Open Challenging Problems, J. Dezert, F. Smarandache, NATO Advanced Study Institute, Albena, Bulgaria, 16-27 May 2005.
Unification of Fusion Theories (UFT), F. Smarandache, NATO Advanced Study Institute, Albena, Bulgaria, 16-27 May 2005.
Multi-Target Tracking Applications of Dezert-Smarandache Theory of Plausible and Paradoxical Reasoning, A. Tchamova, T. Semerdjiev, P. Konstantinova, J. Dezert, NATO Advanced Study Institute, Albena, Bulgaria, 16-27 May 2005.
2004
To
Be and Not To Be - An Introduction to Neutrosophic: A Novel Decision
Paradigm, F. Smarandache, S. Bhattacharya,
Uvod
Do Dezert-Smarandachovy Teorie (domnenkove funkce, zobecnene domnenkove
funkce a jejich kombinovani) [About Dezert-Smarandache Theory (belief
functions)], M. Daniel, Czech Society for Cybernetics and
Informatics,
An In-Depth Look at Information Fusion Rules & the
Unification of Fusion Theories, by
Florentin
Smarandache, Presented
at NASA Langley Research Center (Hampton, Virginia), on
November 5th,
2004.
Recent Applications of Dezert-Smarandache Theory for Information Fusion, J. Dezert, A. Tchamova, T. Semerdjiev, P. Konstantinova, S. Corgne, L. Hubert-Moy, M. Grégoire, NASA Langley Research Center, Hampton, VA, USA, 5 November 2004.
An Overview of DSmT for Information Fusion, J. Dezert, F. Smarandache, NASA Langley Research Center, Hampton, VA, USA, 5 November 2004;
http://www.nianet.org/ecslectureseries/smarandache_110504.php, http://www.nianet.org/ecslectureseries/dezert_110504.php.
Nouvelles Avancées en Fusion d'Information, J. Dezert, MAnifestation des JEunes Chercheurs STIC, Université du Littoral, Côte d’Opale, Calais, France, 14 October 2004, http://lil.univ-littoral.fr/majecstic/.
Panel Discussion on DSmT – Fusion 2004 Int. Conf. on Information Fusion, June 28-July 1, 2004, Stockholm, Sweden, http://www.fusion2004.org.
Introduction à la DSmT pour la fusion de données incertaines et conflictuelles by Jean Dezert, Seminar given at the Direction Générale de l'Armement (DGA/CTA/DT/GIP/PRO), 16 bis, Av. Prieur de la Côte d'Or, 94114 Arcueil Cedex, France, January 20th, 2004.
2003
Pistage multisenseur multicible et fusion de données, by Jean Dezert, Course given at the l'École Nationale Supérieure des Techniques (ENSTA), Boulevard Victor, Paris, France (Course ES310: Sensor and Data Fusion) , September 19th, 2003.
A new framework for data fusion based on DSmT by Jean Dezert, Seminar given at Dept. of Elec. Eng., Univ. of Melbourne, Melbourne, Australia, July 24th, 2003.
Théorie du raisonnement plausible et paradoxal pour la fusion d'informations by Jean Dezert, Seminar given at Laboratoire PSI - FRE CNRS 2645, Université de Rouen, UFR des Sciences, Place Emile Blondel, 76821 Mont Saint Aignan Cedex, France, April 10th, 2003.
Théorie du raisonnement plausible et paradoxal pour la fusion d'informations by Jean Dezert, Seminar given at Laboratoire COSTEL, LETG UMR CNRS 6554, Université Rennes 2 Haute-Bretagne, Rennes, France, January 17th, 2003.
2002
Théorie du raisonnement plausible et paradoxal pour la fusion d'informations, by Jean Dezert, Seminar given at Institute Henri Poincaré ,11 rue Pierre et Marie Curie 75005 - Paris, France, November 12th, 2002.
Biographies of F. Smarandache and J. Dezert
Florentin Smarandache was born in Balcesti, Romania, in 1954. He got a M. Sc. Degree in both Mathematics and Computer Science from the University of Craiova in 1979, received a Ph. D. in Mathematics from the Moldova State University at Kishinev in 1997, and continued postdoctoral studies at various American Universities (New Mexico State University in Las Cruces, Los Alamos National Laboratory) after emigration. In 1988 he escaped from his country, pasted two years in a political refugee camp in Turkey, and in 1990 emigrated to USA. In 1996 he became an American citizen. Dr. Smarandache worked as a professor of mathematics for many years in Romania, Morocco, and United States, and between 1990-1995 as a software engineer for Honeywell, Inc., in Phoenix, Arizona. He is an author, co-author, editor, and co-editor of 140 books and over 180 scientific papers and notes.
He published in many fields, such as: mathematics (number theory, statistics, non-Euclidean geometry), computer science (artificial intelligence, information fusion), physics (quantum physics, particle physics), economics (cultural economics, poly-emporium theory), philosophy (neutrosophy – a generalization of dialectics, neutrosophic logic – a generalization of intuitionistic fuzzy logic), social sciences (political essays), literature (poetry, prose, essays, novel, dramas, children plays, translations), arts (avant-garde/experimental drawings, collages, paintings).
(see http://fs.gallup.unm.edu//algebra.htm).
He set up and developed the Neutrosophic Logic/Set/Probability, which are generalizations of fuzzy logic (especially intuitionistic fuzzy logic), fuzzy set (especially intuitionistic fuzzy set), and respectively imprecise probability. He was an invited speaker at University of Berkeley in 2003 at a conference organized by the famous L. Zadeh, the father of fuzzy sets; also invited speaker in India (2004), Indonesia (2006), Egypt (2007). There were two Ph D theses on them at Georgia State University in Atlanta, and at Queensland University in Australia (see: http://fs.gallup.unm.edu//neutrosophy.htm).
He is the editor of the international journal “Progress in Physics”, printed and edited at UNM-Gallup, with international contributors and sponsors, and subscriptions from various research nuclear institutes from around the world. See one of its issues at: http://fs.gallup.unm.edu//PP-03-2008.pdf. In physics he coined the notion of “unmatter”, revealed some “Sorites quantum paradoxes”, used the neutrosophic logic (which is a multi-valued logic) to extend physics spaces, and extended together with V. Christianto physical differential equations from quaternion form to biquaternion form; see also the Smarandache-Christianto potential (http://fs.gallup.unm.edu//physics.htm).
In Economics he wrote together with V. Christianto about cultural economics as an alternative for underdeveloped countries, and proposed a poly-emporium theory (http://fs.gallup.unm.edu//economics.htm).
In Philosophy he did a synthesis of multiple contradictory philosophical ideas and schools of thought, extending Hegel’s dialectics to neutrosophy, which means analysis of not only the opposites but also the neutralities in between that interact with them (http://fs.gallup.unm.edu//neutrosophy.htm).
In humanistic fields, he is considered the father of “paradoxism” in literature, which is an avant-garde movement based on excessive use of antitheses, oxymorons, contradictions, paradoxes in creations. He published five International Anthologies on Paradoxism, where have contributed hundreds of writers from over the world (http://fs.gallup.unm.edu//a/Paradoxism.htm).
Web info: http://www.gallup.unm.edu/~smarandache/
E-mails: smarand@unm.edu, fsmarandache@yahoo.com
Jean Dezert was born in l'Hay les Roses, France, on August 25, 1962. He received the electrical engineering degree from the École Française de Radioélectricité Électronique et Informatique (EFREI), Paris, in 1985, the D.E.A. degree in 1986 from the University Paris VII (Jussieu), and his Ph. D. from the University Paris XI, Orsay, in 1990, all in Automatic Control and Signal Processing. During 1986-1990 he was with the Systems Department at the Office National d'Études et de Recherches Aérospatiales (ONERA), Châtillon, France, and did research in tracking. During 1991-1992, he visited the Department of Electrical and Systems Engineering, University of Connecticut, Storrs, U.S.A. as an European Space Agency (ESA) Postdoctoral Research Fellow. During 1992-1993 he was teaching assistant in Electrical Engineering at the University of Orléans, France. Since 1993, he is senior research scientist in the Image Estimation and Decision (IED) Research Lab. with the Information and Modelling and Processing Department (DTIM) at ONERA. His current research interests include autonomous navigation, estimation theory, stochastic systems theory and its applications to multisensor-multitarget tracking (MS-MTT), information fusion and plausible reasoning. Dr. Jean Dezert is developing since 2001 with Professor Smarandache a new theory of plausible and paradoxical reasoning for information fusion (DSmT) and has edited the first textbook (collected works) devoted to this new emerging research field published by American Research Press, Rehoboth in 2004. He owns one international patent in the autonomous navigation field and has published several papers in international conferences and journals. He coauthored one chapter in Multitarget-Multisensor Tracking: Applications and Advances, Vol.2 (Y. Bar-Shalom Editor). He is member of IEEE and of Eta Kappa Nu, serves as reviewer for different International Journals, teaches a MS-MTT course at the French ENSTA Engineering School, collaborates for the development of the International Society of Information Fusion (ISIF) since 1998, and has served as Local Arrangements Organizer for the Third International Conference on Information Fusion, FUSION 2000, July 10-13, in Paris. He has been involved in the Technical Program Committees of Fusion 2001-2004 International Conferences. Since 2001, he is a member of the board of the International Society of Information Fusion (http://www.isif.org) and served as secretary for ISIF since 2001. He serves as executive vice-president of ISIF in 2004. In 2003, he organized with Professor Smarandache, the first special session devoted to plausible and paradoxical reasoning for information fusion at the International Conference on Information Fusion, Fusion 2003, Cairns, Australia and also a panel discussion and a special session on DSmT at Fusion 2004, Stockholm in June 2004.
E-mail: jean.dezert@onera.fr, jdezert@gmail.com
Web info: http://www.bas.bg/clpp/mmosi/partners/jeandezert.html
Keywords:
Plausible and paradoxical reasoning, Data Fusion, Information fusion, Dezert-Smarandache Theory, DSmT, DSm hybrid rule, Rules of Combination, uncertainty, paradoxes, conflicts, Dempster-Shafer Theory, DST, Belief functions, hyper-powersets, free lattice, Dedekind's sequence, isotone boolean functions, neutrosophy, neutrosophic logic, neutrosophic set, artificial intelligence, expert systems.
Page updated: 16 April 2012