상세정보

The volume "Modern Information Processing: From Theory to Applications," edited by Bernadette Bouchon-Meunier, Giulianella Coletti and Ronald Yager, is a collection of carefully selected papers drawn from the program of IPMU'04, which was held in Perugia, Italy.

The book represents the cultural policy of IPMU conference which is not focused on narrow range of methodologies, but on the contrary welcomes all the theories for the management of uncertainty and aggregation of information in intelligent systems, providing a medium for the exchange of ideas between theoreticians and practitioners in these and related areas.

The book is composed by 7 sections:

UNCERTAINTY
PREFERENCES
CLASSIFICATION AND DATA MINING
AGGREGATION AND MULTI-CRITERIA DECISION MAKING
KNOWLEDGE REPRESENTATION

?The book contributes to enhancement of our ability to deal effectively with uncertainty in all of its manifestations.
?The book can help to build brigs among theories and methods methods for the management of uncertainty.
?The book addresses issues which have a position of centrality in our information-centric world.
?The book presents interesting results devoted to representing knowledge: the goal is to capture the subtlety of human knowledge (richness) and to allow computer manipulation (formalization).
?The book contributes to the goal: an efficient use of the information for a good decision strategy.
APPLIED DOMAINS

Feature

정보제공 :

Foreword. L.A. Zadeh
	
Uncertainty
	
Entropies, Characterizations, Applications and Some History, J. Aczel 
 	
Belief function theory on the continuous space with an application to model based  classification, B. Ristic, P.Smets 
 	
Independence in conditional possibility theory, G. Coletti, B. Vantaggi
   	
Joint treatment of imprecision and randomness in uncertainty propagation, C. Baudrit, D. Dubois, D. Guyonnet, H. Fargier
  	
Consistency of probabilistic transformations of belief functions, M. Daniel
  	
Randomization and uncertain inference, H. E. Kyburg, Jr., C. M. Teng
	
An empirical complexity study for a 2CPA solver, M. Baioletti, A. Capotorti, S. Tulipani
	
Preferences
	
Consistency in preference modelling, J-L. Garcia-Lapresta, J. Montero
  	
Transitive decomposition of min-transitive fuzzy preference relations, S. Diaz, B. De Baets, S. Montes
	
Decision making with fuzzy ternary relations, S. Ovchinnikov
  	
New Consistency properties for preference relations, F. Chiclana, E. Herrera-Viedma, F. Herrera
	
Management of uncertainty orderings through ASP, A. Capotorti, A. Formisano
	
Classification and Data Mining
	
Automating the quality assurance of an on-line knowledge-based classifier by fusing multiple off-line classifiers, P. Bonissone
 	
Qualitative classification with possibilistic decision trees, N. Ben Amor, S. Benferhat, Z.Elouedi
 	
Discovery of abstract knowledge from non-atomic attribute values in fuzzy relations, R. A. Angryk, F. E. Petry
	
Kernel-based outlier preserving clustering with representativity coefficients, M.J. Lesot
	
Fuzzy C-medoids clustering models for time-varying data, R. Coppi, P. D’Urso, P. Giordani
	
Improving the K2 algorithm using association rule parameters, E. Lamma, F. Riguzzi, S. Storari
  	
Aggregation and Multi-Criteria Decision Making
	
OWA aggregation on an interval argument and operative values, R. Yager
	
On bi-capacity-based concordance rules in multicriteria decision making, A. Rolland
  	
Information Evaluation in fusion: Formalization of informal recommendations, L. Cholvy
	
Application of uncertainty-based methods to fuse language identification expert decisions, J. Gutierrez, J-L Rouas, R. Andre-Obrecht
	
Intelligent multiattribute decision support model for triage, F. Burstein, J. San Pedro,  L. Churilov, J.Wassertheil
 	
Interval-based multicriteria decision making, M. Ceberio, F. Modave
	
A linguistic hierarchical evaluation model for engineering systems, L. Martinez, L. G. Perez,  J. Liu, J.-B.o Yang, F. Herrera
	
Knowledge Representation
	
Non monotonic aggregates applying to fuzzy sets in flexible querying, P. Bosc, L. Lietard
	
Fuzzy spatial data modeling: an extended bitmap approach, J. Verstraete, G. De Tre, A. Hallez
	
Introducing  l-specialization into the fuzzy EER model, G. Chen, L. Lin, X. Guo 
 	
A logical reasoning framework for modelling and merging uncertain semi-structured information, A. Hunter, W. Liu
	
Applied Domains
	
Machine learning and the prediction of protein structure: the state of the art, R.Casadio, R. Calabrese, E. Capriotti, M. Compiani,  P. Fariselli, P. Marani, L. Montanucci, P. L. Martelli, I. Rossi, G. Tasco
	
Efficient and robust global amino-acid sequence alignment with uncertain evolutionary distance, M. Troffaes
	
Classifying biomedical spectra using stochastic feature selection and parallelized multi-layer perceptrons, N.J. Pizzi, R.L. Somorjai, W. Pedrycs
	
On the sensitivity of probabilistic networks to reliability characteristics, L. C. van der Gaag, S. Renooij
	
Dominance of recognition of words presented on right or left eye ?Comparison of Kanji and hiragana, T. Yamanoi, T. Yamazaki, J-L Vercher, E. Sanchez, M. Sugeno
  	
Hand posture recognition with the fuzzy glove, T. Allevard, E. Benoit, L. Foulloy
  	
Image retrieval by composition of regions, J.F. Omhover, M. Detyniecki
	
Blind Image restoration from multiple views by IMAP estimation, M. Discepoli, I. Gerace, R. Pandolfi
   	
A combined feature extraction method for an electronic nose, I. Hristozov, B.Iliev, S. Eskiizmirliler
 	
Author Index.	

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