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From Theory to Applications
To order this title, and for more information, click here
Edited By
Bernadette Bouchon-Meunier, CNRS-UPMCS, LIP6, Paris, France
Giulianella Coletti, University of Perugia, Italy
Ronald Yager, Iona College, Machine Intelligence Institute, New York, U.S.A.
Description
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
Audience
Researchers oriented to theory and application of methods for handling partial knowledge in intelligent systems. Also for Ph.D. students
in mathematics and computer science. Nevertheless, the book is intended for a wider audience ranging from graduate students with proper
background in mathematics and/or informatics.
Contents
Foreword. L.A. Zadeh
Uncertainty
Entropies, Characterizations, Applications and Some History, J. Acz l
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. Garc a-Lapresta, J. Montero
Transitive decomposition of min-transitive
fuzzy preference relations, S. D az, 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. Guti rrez, J-L Rouas, R. Andre-Obr cht
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. Mart nez, 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. Li tard
Fuzzy spatial data modeling: an extended
bitmap approach, J. Verstraete, G. De Tr , 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.
| Bibliographic details |
Hardbound, 478 pages, publication date: FEB-2006
ISBN-13: 978-0-444-52075-3
ISBN-10: 0-444-52075-9
Imprint: ELSEVIER
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Last update: 20 Feb 2010
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