Belief functions: theory and applications ; proceedings of the 2nd International Conference on Belief Functions, Compiègne, France 9 - 11 May 2012
Gespeichert in:
| Weitere Verfasser: | |
|---|---|
| Format: | Tagungsbericht Buch |
| Sprache: | English |
| Veröffentlicht: |
Berlin [u.a.]
Springer
2012
|
| Schriftenreihe: | Advances in intelligent and soft computing
164 |
| Schlagworte: | |
| Online-Zugang: | Inhaltstext Inhaltsverzeichnis |
| Beschreibung: | Literaturangaben |
| Beschreibung: | XI, 442 S. Ill., graph. Darst. |
| ISBN: | 9783642294600 364229460X |
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Datensatz im Suchindex
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IMAGE 1
CONTENTS
INVITED PAPER O N BELIEF FUNCTIONS A N D R A N D O M SETS 1
HUNG T. NGUYEN
CLASSIFICATION
EVIDENTIAL MULTI-LABEL CLASSIFICATION USING THE R A N D O M &-LABEL SETS
APPROACH 21
SAWSAN KANJ, FAHED ABDULLAH, THIERRY DENCEUX
AN EVIDENTIAL IMPROVEMENT FOR G E N D E R PROFILING 29
JIANBING MA, WEIRU LIU, PAUL MILLER
AN INTERVAL-VALUED DISSIMILARITY MEASURE FOR BELIEF FUNCTIONS BASED ON
CREDAL SEMANTICS 37
ALESSANDRO ANTONUCCI
AN EVIDENTIAL P A T T E R N MATCHING APPROACH FOR VEHICLE IDENTIFICATION
. . . 45 ANNE-LAURE JOUSSELME, PATRICK MAUPIN
A COMPARISON BETWEEN A BAYESIAN APPROACH A N D A METHOD BASED ON
CONTINUOUS BELIEF FUNCTIONS FOR P A T T E R N RECOGNITION 53
ANTHONY FICHE, ARNAUD MARTIN, JEAN-CHRISTOPHE CEXUS, ALI KHENCHAF
PROGNOSTIC BY CLASSIFICATION O F PREDICTIONS COMBINING SIMILARITY-BASED
ESTIMATION A N D BELIEF FUNCTIONS 61
EMMANUEL RAMASSO, MICHELE ROMBAUT, NOUREDDINE ZERHOUNI
ADAPTIVE INITIALIZATION O F A E V K N N CLASSIFICATION ALGORITHM 69
STEFEN CHAN WAI TIM, MICHELE ROMBAUT, DENIS PELLERIN
CLASSIFICATION TREES BASED O N BELIEF FUNCTIONS 77
NICOLAS SUTTON-CHARANI, SEBASTIEN DESTERCKE, THIERRY DENCEUX
HTTP://D-NB.INFO/1020804459
IMAGE 2
VIII
CONTENTS
C O M B I N A T I O N O F SUPERVISED A N D UNSUPERVISED CLASSIFICATION
USING T H E
THEORY OF BELIEF FUNCTIONS 85
FATMA KAREM, MOUNIR DHIBI, ARNAUD MARTIN
COMPUTATIONAL ISSUES
CONTINUOUS BELIEF FUNCTIONS: FOCAL INTERVALS PROPERTIES 93
JEAN-MARC VANNOBEL
GAME-THEORETICAL SEMANTICS O F EPISTEMIC PROBABILITY TRANSFORMATIONS 101
FABIO CUZZOLIN
GENERALIZATIONS OF THE RELATIVE BELIEF TRANSFORM 109
FABIO CUZZOLIN
CHOQUET INTEGRAL AS M A X I M U M O F INTEGRALS WITH RESPECT TO BELIEF
FUNCTIONS 117
MIKHAIL TIMONIN
CONSONANT APPROXIMATIONS IN THE BELIEF SPACE 125
FABIO CUZZOLIN
CONTROLING THE N U M B E R O F FOCAL ELEMENTS: SOME COMBINATORIAL
CONSIDERATIONS 135
CHRISTOPHE OSSWALD
R A N D O M GENERATION O F MASS FUNCTIONS: A SHORT HOWTO 145
THOMAS BURGER, SEBASTIEN DESTERCKE
CONFLICT MANAGEMENT
REVISITING THE NOTION OF CONFLICTING BELIEF FUNCTIONS 153
SEBASTIEN DESTERCKE, THOMAS BURGER
ABOUT CONFLICT IN THE THEORY O F BELIEF FUNCTIONS 161
ARNAUD MARTIN
T H E INTERNAL CONFLICT O F A BELIEF FUNCTION 169
JOHAN SCHUBERT
PLAUSIBILITY IN DSMT 179
MILAN DANIEL
IMAGE PROCESSING AND CLASSIFICATION
A BELIEF FUNCTION MODEL FOR PIXEL D A T A 189
JOHN KLEIN, OLIVIER COLOT
IMAGE 3
CONTENTS IX
USING BELIEF FUNCTION THEORY TO DEAL WITH UNCERTAINTIES A N D
IMPRECISIONS IN IMAGE PROCESSING 197
BENOIT LELANDAIS, ISABELLE GARDIN, LAURENT MOUCHARD, PIERRE VERA, SU
RUAN
BELIEF THEORY FOR LARGE-SCALE MULTI-LABEL IMAGE CLASSIFICATION 205
AMEL ZNAIDIA, HERVE LE BORGNE, CELINE HUDELOT
FACIAL EXPRESSION CLASSIFICATION BASED ON DEMPSTER-SHAFER THEORY OF
EVIDENCE 213
MOHAMMAD SHOYAIB, M. ABDULLAH-AL-WADUD, S.M. ZAHID ISHRAQUE, OKSAM CHAE
INDEPENDENCE, CAUSALITY, GRAPHICAL MODELS
COMPOSITIONAL MODELS IN VALUATION-BASED SYSTEMS 221
RADIM JIROUSEK, PRAKASH P. SHENOY
ASCRIBING CAUSALITY FROM INTERVENTIONAL BELIEF FUNCTION K N O W L E D G
E . . . . 229 IMEN BOUKHRIS, SALEM BENFERHAT, ZIED ELOUEDI
ABOUT SOURCES DEPENDENCE IN T H E THEORY O F BELIEF FUNCTIONS 239
MOUNA CHEBBAH, ARNAUD MARTIN, BOUTHEINA BEN YAGHLANE
O N R A N D O M SETS INDEPENDENCE A N D STRONG INDEPENDENCE IN EVIDENCE
THEORY 247
JIFINA VEJNAROVD
COMBINING L I N E A R EQUATION MODELS VIA DEMPSTER'S RULE 255
LIPING LIU
INFORMATION FUSION
RELIABILITY IN THE THRESHOLDED DEMPSTER-SHAFER ALGORITHM FOR E S M DATA
FUSION 267
MELITA HADZAGIC, MARIE-ODETTE ST-HILAIRE, PIERRE VALIN
HIERARCHICAL PROPORTIONAL REDISTRIBUTION FOR B B A APPROXIMATION 275
JEAN DEZERT, DEQIANG HAN, ZHUNGA LIU, JEAN-MARC TACNET
O N THE A-CONJUNCTIONS FOR COMBINING BELIEF FUNCTIONS 285
FREDERIC PICHON
IMPROVEMENTS TO THE G R P 1 COMBINATION RULE GAVIN POWELL, MATTHEW
ROBERTS, DAFNI STAMPOULI
2 9 3
IMAGE 4
X
C O N T E N T S
CONSENSUS-BASED CREDIBILITY ESTIMATION O F SOFT EVIDENCE FOR ROBUST
DATA FUSION 301
THANUKA L. WICKRAMARATHNE, KAMAL PREMARATNE, MANOHAR N. MURTHI
RANKING FROM PAIRWISE COMPARISONS IN THE BELIEF FUNCTIONS F R A M E W O
R K 311
MARIE-HELENE MASSON, THIERRY DENCEUX
INTELLIGENT VEHICLES
DEMPSTER-SHAFER FUSION O F CONTEXT SOURCES FOR PEDESTRIAN RECOGNITION
319
MAGDALENA SZCZOT, OTTO LOHLEIN, GUNTHER PALM
MULTI-LEVEL DEMPSTER-SHAFER SPEED LIMIT ASSISTANT 327
JEREMIE DANIEL, JEAN-PHILIPPE LAUJFENBURGER
A NEW LOCAL MEASURE OF DISAGREEMENT BETWEEN BELIEF FUNCTIONS -
APPLICATION TO LOCALIZATION 335
ARNAUD ROQUEL, SYLVIE LE HEGARAT-MASCLE, ISABELLE BLOCH, BASTIEN VINCKE
MAP-AIDED FUSION USING EVIDENTIAL G R I D S F O R MOBILE PERCEPTION IN U
R B A N ENVIRONMENT 343
MAREK KURDEJ, JULIEN MORAS, VERONIQUE CHERFAOUI, PHILIPPE BONNIFAIT
DISTRIBUTED D A T A FUSION FOR DETECTING SYBIL ATTACKS IN VANETS 351
NICOLE EL ZOGHBY, VERONIQUE CHERFAOUI, BERTRAND DUCOURTHIAL, THIERRY
DENCEUX
STATISTICS
PARTIALLY-HIDDEN M A R K O V MODELS 359
EMMANUEL RAMASSO, THIERRY DENCEUX, NOUREDDINE ZERHOUNI
L A R G E SCALE MULTINOMIAL INFERENCES A N D ITS APPLICATIONS IN G E N O
M E WIDE ASSOCIATION STUDIES 367
CHUANHAI LIU, JUN XIE
BELIEF FUNCTION ROBUSTNESS IN ESTIMATION 375
ALESSIO BENAVOLI
CONDITIONING IN DEMPSTER-SHAFER THEORY: PREDICTION VS. REVISION 385
DIDLER DUBOIS, THIERRY DENCEUX
COMBINING STATISTICAL A N D E X P E R T EVIDENCE WITHIN T H E D-S F R A
M E W O R K : APPLICATION TO HYDROLOGICAL R E T U R N LEVEL ESTIMATION
393 NADIA BEN ABDALLAH, NASSIMA MOUHOUS VOYNEAU, THIERRY DENCEUX
IMAGE 5
CONTENTS XI
APPLICATIONS
SIGMOIDAL MODEL FOR BELIEF FUNCTION-BASED ELECTRE TRI METHOD 401
JEAN DEZERT, JEAN-MARC TACNET
BELIEF INFERENCE WITH TIMED EVIDENCE: METHODOLOGY A N D APPLICATION
USING SENSORS IN A S M A R T H O M E 409
BASTIEN PIETROPAOLI, MICHELE DOMINICI, FREEDERIC WEIS
EVIDENTIAL NETWORK WITH CONDITIONAL BELIEF FUNCTIONS FOR A N ADAPTIVE
TRAINING IN INFORMED VIRTUAL ENVIRONMENT 417
LOI'C FRICOTEAUX, INDIRA THOUVENIN, JEROME OLIVE, PAUL GEORGE
USING THE BELIEF FUNCTIONS THEORY TO DEPLOY STATIC WIRELESS SENSOR
NETWORKS 425
MUSTAPHA REDA SENOUCI, AHDELHAMID MELLOUK, LATIFA OUKHELLOU, AMAR
AISSANI
A QUANTITATIVE STUDY OF THE OCCURRENCE O F A RAILWAY ACCIDENT BASED ON
BELIEF FUNCTIONS 433
FELIPE AGUIRRE, MOHAMED SALLAK, WALTER SCHON, FABIEN BELMONTE
AUTHOR INDEX 441 |
| any_adam_object | 1 |
| author2 | Denoeux, Thierry |
| author2_role | edt |
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| dewey-full | 519.28 |
| dewey-hundreds | 500 - Natural sciences and mathematics |
| dewey-ones | 519 - Probabilities and applied mathematics |
| dewey-raw | 519.28 |
| dewey-search | 519.28 |
| dewey-sort | 3519.28 |
| dewey-tens | 510 - Mathematics |
| discipline | Informatik Mathematik |
| format | Conference Proceeding Book |
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| spelling | Belief functions theory and applications ; proceedings of the 2nd International Conference on Belief Functions, Compiègne, France 9 - 11 May 2012 Thierry Denoeux and Marie-Hélène Masson (ed.) Berlin [u.a.] Springer 2012 XI, 442 S. Ill., graph. Darst. txt rdacontent n rdamedia nc rdacarrier Advances in intelligent and soft computing 164 Literaturangaben Belief-Funktion (DE-588)4694738-3 gnd rswk-swf (DE-588)1071861417 Konferenzschrift 2012 Compiègne gnd-content Belief-Funktion (DE-588)4694738-3 s DE-604 Denoeux, Thierry edt International Conference on Belief Functions 2 2012 Compiègne Sonstige (DE-588)1023092697 oth Advances in intelligent and soft computing 164 (DE-604)BV022825905 164 X:MVB text/html http://deposit.dnb.de/cgi-bin/dokserv?id=3994359&prov=M&dok_var=1&dok_ext=htm Inhaltstext DNB Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=025139156&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Belief functions theory and applications ; proceedings of the 2nd International Conference on Belief Functions, Compiègne, France 9 - 11 May 2012 Advances in intelligent and soft computing Belief-Funktion (DE-588)4694738-3 gnd |
| subject_GND | (DE-588)4694738-3 (DE-588)1071861417 |
| title | Belief functions theory and applications ; proceedings of the 2nd International Conference on Belief Functions, Compiègne, France 9 - 11 May 2012 |
| title_auth | Belief functions theory and applications ; proceedings of the 2nd International Conference on Belief Functions, Compiègne, France 9 - 11 May 2012 |
| title_exact_search | Belief functions theory and applications ; proceedings of the 2nd International Conference on Belief Functions, Compiègne, France 9 - 11 May 2012 |
| title_full | Belief functions theory and applications ; proceedings of the 2nd International Conference on Belief Functions, Compiègne, France 9 - 11 May 2012 Thierry Denoeux and Marie-Hélène Masson (ed.) |
| title_fullStr | Belief functions theory and applications ; proceedings of the 2nd International Conference on Belief Functions, Compiègne, France 9 - 11 May 2012 Thierry Denoeux and Marie-Hélène Masson (ed.) |
| title_full_unstemmed | Belief functions theory and applications ; proceedings of the 2nd International Conference on Belief Functions, Compiègne, France 9 - 11 May 2012 Thierry Denoeux and Marie-Hélène Masson (ed.) |
| title_short | Belief functions |
| title_sort | belief functions theory and applications proceedings of the 2nd international conference on belief functions compiegne france 9 11 may 2012 |
| title_sub | theory and applications ; proceedings of the 2nd International Conference on Belief Functions, Compiègne, France 9 - 11 May 2012 |
| topic | Belief-Funktion (DE-588)4694738-3 gnd |
| topic_facet | Belief-Funktion Konferenzschrift 2012 Compiègne |
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| volume_link | (DE-604)BV022825905 |
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