UID:
almahu_9948026066802882
Umfang:
1 online resource (479 p.)
ISBN:
1-280-64169-X
,
9786610641697
,
0-08-046169-7
Inhalt:
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 practition
Anmerkung:
Description based upon print version of record.
,
front cover; copyright; front matter; Foreword LA. Zadeh; table of contents; body; Uncertainty; Entropies, Characterizations, Applications and Some History; Belief function theory on the continuous space with an application to model based classification; Independence in conditional possibility theory; Joint treatment of imprecision and randomness in uncertainty propagation; Consistency of probabilistic transformations of belief functions; Randomization and uncertain inference; An empirical complexity study for a 2CPA solver; Preferences; Consistency in preference modelling
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Transitive decomposition of min-transitive fuzzy relationsDecision making with fuzzy ternary relations; New Consistency properties for preference relations; Management of uncertainty orderings through ASP; Classification and Data Mining; Automating the quality assurance of an on-line knowledge-based classifier by fusing multiple off-line classifiers; Qualitative classification with possibilistic decision trees; Discovery of abstract knowledge from non-atomic attribute values in fuzzy relational databases; Kernel-based outlier preserving clustering with representativity coefficients
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Fuzzy C-medoids clustering models for time-varying dataImproving the K2 algorithm using association rule parameters; Aggregation and Multi-Criteria Decision Making; OWA aggregation on an interval argument; On bi-capacity-based concordance rules in multicriteria decision making; Information Evaluation in fusion: Formalization of informal recommendations; Application of uncertainty-based methods to fuse language identification expert decisions; Intelligent multiattribute decision support model for medical triage; Interval-based multicriteria decision making
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A linguistic hierarchical evaluation model for engineering systemsKnowledge Representation; Non monotonic aggregates applying to fuzzy sets in flexible querying; Fuzzy spatial data modeling: an extended bitmap approach; Introducing lambda-specialization into the fuzzy EER model; A logical reasoning framework for modelling and merging uncertain semistructured information; Applied Domains; Machine learning and the prediction of protein structure: the state of the art; Efficient and robust global amino acid sequence alignment with uncertain evolutionary distance
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Classifying biomedical spectra using stochastic feature selection and parallelized multi-layer perceptronsOn the sensitivity of probabilistic networks to reliability characteristics; Dominance of recognition of words presented on right or left eye -Comparison ofKanji and Hiragana-; Hand posture recognition with the fuzzy glove; Image retrieval by composition of regions; Blind Image restoration from multiple views by IMAP estimation; A combined feature extraction method for an electronic nose; Author Index
,
English
Weitere Ausg.:
ISBN 0-444-52075-9
Sprache:
Englisch
