Beatrice Lazzerini's Books

Fuzzy Sets & their Application to Clustering & Training

By: Beatrice Lazzerini,Lakhmi C. Jain,D. Dumitrescu

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Fuzzy Sets & their Application to Clustering & Training

By: Beatrice Lazzerini,Lakhmi C. Jain,D. Dumitrescu

Fuzzy set theory - and its underlying fuzzy logic - represents one of the most significant scientific and cultural paradigms to emerge in the last half-century. Its theoretical and technological promise is vast, and we are only beginning to experience its potential. Clustering is the first and most basic application of fuzzy set theory, but forms the basis of many, more sophisticated, intelligent computational models, particularly in pattern recognition, data mining, adaptive and hierarchical clustering, and classifier design. Fuzzy Sets and their Application to Clustering and Training offers a comprehensive introduction to fuzzy set theory, focusing on the concepts and results needed for training and clustering applications. It provides a unified mathematical framework for fuzzy classification and clustering, a methodology for developing training and classification methods, and a general method for obtaining a variety of fuzzy clustering algorithms. The authors - top experts from around the world - combine their talents to lay a solid foundation for applications of this powerful tool, from the basic concepts and mathematics through the study of various algorithms, to validity functionals and hierarchical clustering. The result is Fuzzy Sets and their Application to Clustering and Training - an outstanding initiation into the world of fuzzy learning classifiers and fuzzy clustering.

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Page Count

672

Publisher

CRC Press

Published Date

ISBN 10

0849305896

ISBN 13

9780849305894

Evolutionary Computation

By: D. Dumitrescu,Beatrice Lazzerini,Lakhmi C. Jain,A. Dumitrescu

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Evolutionary Computation

By: D. Dumitrescu,Beatrice Lazzerini,Lakhmi C. Jain,A. Dumitrescu

Rapid advances in evolutionary computation have opened up a world of applications-a world rapidly growing and evolving. Decision making, neural networks, pattern recognition, complex optimization/search tasks, scheduling, control, automated programming, and cellular automata applications all rely on evolutionary computation. Evolutionary Com

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Page Count

421

Publisher

CRC Press

Published Date

ISBN 10

1482273969

ISBN 13

9781482273960

Central Asia In Historical Perspective

By: Beatrice Manz

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Central Asia In Historical Perspective

By: Beatrice Manz

Since the demise of Soviet power, the newly independent republics are redefining their identities and their relations with the world at large. In Central Asia, which lies at the crossroads of several cultures, the emerging trends are complex and ambiguous. In this volume leading experts explore factors that have driven the region's historical development and that continue to define it today: Overlapping Islamic, Russian, and steppe cultures and their impact on attempts to delimit national borders and to create independent states; the legacy of Soviet and earlier imperial rule in economic and social relations', and the competition between Uzbek, Tajik, and other group identities. The authors make few predictions, but their original and thought-provoking analyses offer readers new insight into those aspects of Central Asia's past that may shape its future.

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Page Count

258

Publisher

Routledge

Published Date

ISBN 10

0429970331

ISBN 13

9780429970337

Rome

By: Nelles Verlag,Ulrike Bossert,Luciano Arcella,Nello Avella,Corrado Conforti,Esther Dorn,Paolo Gatti,Sabina Magnani-von Petersdorff,Andreas Miekisch,Beatrice Rangoni-Machiavelli,Sabine Seeger-Baier,Gudrun Wendler

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Rome

Fully colour-illustrated travel guides packed with information on the history and culture of a destination.

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Page Count

260

Published Date

ISBN 10

3886183912

ISBN 13

9783886183913

Evolutionary Computation

By: D. Dumitrescu,Beatrice Lazzerini,Lakhmi C. Jain,A. Dumitrescu

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Evolutionary Computation

By: D. Dumitrescu,Beatrice Lazzerini,Lakhmi C. Jain,A. Dumitrescu

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Page Count

421

Publisher

CRC Press

Published Date

ISBN 10

1482273969

ISBN 13

9781482273960

Fuzzy Sets & their Application to Clustering & Training

By: Beatrice Lazzerini,Lakhmi C. Jain,D. Dumitrescu

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Fuzzy Sets & their Application to Clustering & Training

By: Beatrice Lazzerini,Lakhmi C. Jain,D. Dumitrescu

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Page Count

667

Publisher

CRC Press

Published Date

ISBN 10

1482273977

ISBN 13

9781482273977

Innovations in ART Neural Networks

By: Beatrice Lazzerini,Ugur Halici

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Innovations in ART Neural Networks

By: Beatrice Lazzerini,Ugur Halici

In the last two decades the artificial neural networks have been refined and widely used by the researchers and application engineers. We have not witnessed such a large degree of evolution in any other artificial neural network as in the Adaptive Resonance Theory (ART) neural network. The ART network remains plastic, or adaptive, in response to significant events and yet remains stable in response to irrelevant events. This stability-plasticity property is a great step towards realizing intelligent machines capable of autonomous learning in real time environment. The main aim of this book is to report a very small sample of the research on the evolution of ART neural network and its applications. Interested readers may refer literature for many more innovations in ART such as Fuzzy ART, ART2, ART2-a, ARTMAP, ARTMAP-PI, ARTMAP-DS, Gaussian ARTMAP, EXACT ART, and ART-EMAP.

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Page Count

280

Publisher

Springer Science & Business Media

Published Date

ISBN 10

3790812706

ISBN 13

9783790812701

Book's by Beatrice Lazzerini

Fuzzy Sets & their Application to Clustering & Training

Fuzzy Sets & their Application to Clustering & Training

Evolutionary Computation

Evolutionary Computation

Central Asia In Historical Perspective

Central Asia In Historical Perspective

Rome

Rome

Evolutionary Computation

Evolutionary Computation

Fuzzy Sets & their Application to Clustering & Training

Fuzzy Sets & their Application to Clustering & Training

Innovations in ART Neural Networks

Innovations in ART Neural Networks

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