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Intelligent systems enhance the capacities made available by the internet and other computer-based technologies. This book is devoted to various aspects of the management of intelligent s… Altro …

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Intelligent systems enhance the capacities made available by the internet and other computer-based technologies. This book is devoted to various aspects of the management of intelligent s… Altro …

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Intelligent systems enhance the capacities made available by the internet and other computer-based technologies. This book is devoted to various aspects of the management of intelligent s… Altro …

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Technologies for Constructing Intelligent Systems 2 - edizione con copertina flessibile

2010, ISBN: 9783790825046

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Technologies for Constructing Intelligent Systems 2
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9783790825046


Intelligent systems enhance the capacities made available by the internet and other computer-based technologies. This book is devoted to various aspects of the management of intelligent systems. Particular attention is paid to situations in which the available information and data may be imprecise, uncertain, incomplete or of linguistic nature. Various methods developed to manage such information are discussed in the context of several domains of application. Topics included in the book include preference modelling and decision making, learning, clustering and data mining, information retrieval. The paradigm of computing with words is also addressed.

Informazioni dettagliate del libro - Technologies for Constructing Intelligent Systems 2


EAN (ISBN-13): 9783790825046
ISBN (ISBN-10): 3790825042
Copertina rigida
Copertina flessibile
Anno di pubblicazione: 2010
Editore: Physica
440 Pagine
Peso: 0,661 kg
Lingua: eng/Englisch

Libro nella banca dati dal 2011-09-15T19:11:13+02:00 (Zurich)
Pagina di dettaglio ultima modifica in 2023-02-20T09:39:15+01:00 (Zurich)
ISBN/EAN: 9783790825046

ISBN - Stili di scrittura alternativi:
3-7908-2504-2, 978-3-7908-2504-6
Stili di scrittura alternativi e concetti di ricerca simili:
Autore del libro : meunier, bernadett, bernadette, bouch, gutierrez
Titolo del libro: technologies for constructing intelligent systems

Dati dell'editore

Autore: Bernadette Bouchon-Meunier; Julio Gutierrez-Rios; Luis Magdalena; Ronald R. Yager
Titolo: Studies in Fuzziness and Soft Computing; Technologies for Constructing Intelligent Systems 2 - Tools
Editore: Physica; Physica
430 Pagine
Anno di pubblicazione: 2010-10-21
Heidelberg; DE
Stampato / Fatto in
Lingua: Inglese
160,49 € (DE)
164,99 € (AT)
177,00 CHF (CH)
POD
IX, 430 p.

BC; Hardcover, Softcover / Informatik, EDV/Informatik; Künstliche Intelligenz; Verstehen; Bayesian network; artificial intelligence; data mining; fuzziness; fuzzy; fuzzy sets; information retrieval; intelligence; intelligent systems; knowledge representation; knowledge-based systems; learning; modeling; neural networks; uncertainty; Artificial Intelligence; BB

Fundamental Issues in Uncertainty.- Epistemology probabilized.- Stochastic independence for upper and lower probabilities in a coherent setting.- Qualitative possibilistic independence based on plausibility relations.- Independence concepts for belief functions.- Conditional possibility and necessity.- The membership problem for probabilistic and data dependencies.- Belief functions induced by randomized communication channels.- Quantifying the correlation between two interval-valued random sets.- How information measure changes due to unreliability.- Aggregation Methods.- On the aggregation of some classes of fuzzy relations.- Ordinal sums of aggregation operators.- Aggregation principle in the theory of nonlinear PDE.- Approximation of membership functions and aggregation operators using splines.- The ordered weighted geometric operator: properties and application in MCDM problems.- On dominance and dispersion of a class of weighting lists.- Fuzzy Sets.- On the definition of coherence measure for fuzzy sets.- Characterizing k-additive fuzzy measures.- Design of Takagi-Sugeno controllers using piecewise constant functions and a normalized fuzzification transform.- Fuzzy temporal rules: A rule-based approach for fuzzy temporal knowledge representation and reasoning.- On a new method to T-transitive fuzzy relations.- Intuitionistic fuzzy relations and measures of consensus.- A soft design of acceptance sampling plans by variables.- Network Based Technologies.- On the problem of performing exact partial abductive inference in Bayesian belief networks using junction trees.- Computing probabilities of events in Bayesian networks.- Approximate Bayesian networks.- Stochastic algorithms for searching causal orderings in Bayesian networks.- SYMBIONT: A cooperative evolutionarymodel for evolving artificial neural networks for classification.- Functional equivalence between S-neural networks and fuzzy models.- Logic and Logic Based Systems.- Towards mathematical morpho-logics.- Fuzzy sets from a mathematical-naïve point of view.- On the implementation of Fril++ for object-oriented logic programming with uncertainty and fuzziness.- On some simplifications of the axiomatization of monoidal logic.- Logical measure — structure of logical formula.
General view of tools and domains regarding the management of uncertainty in knowledge-based and intelligent systems Includes supplementary material: sn.pub/extras
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