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Transactions on Computational Collective Intelligence XIII

 Taschenbuch
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ISBN-13:
9783642544545
Einband:
Taschenbuch
Seiten:
219
Autor:
Ngoc Thanh Nguyen
Gewicht:
359 g
Format:
234x154x12 mm
Serie:
.8342, Lecture Notes in Computer Science, Transactions on Computational Collective Intelligence
Sprache:
Englisch
Beschreibung:

Recent Advances in DC Programming and DCA.- Nature-Inspired Intelligent Optimisation Using the Bees Algorithm.- Optimisation Problems for Pairwise RNA Sequence and Structure Comparison.- Model Selection for the _ 2-SVM by Following the Regularization Path.- DC Programming and DCA for Solving Minimum Sum-of-Squares.- Clustering Using Weighted Dissimilarity Measures.- A Validity Criterion for Fuzzy Clustering.- The Web Ontology Rule Language OWL 2 RL+ and Its Extensions.- Validating Generic Metrics of Fairness in Game-Based Resource Allocation Scenarios with Crowdsourced Annotations.- An Efficient Algorithm for Microarray Probes Re-annotation.
These transactions publish research in computer-based methods of computational collective intelligence (CCI) and their applications in a wide range of fields such as the semantic web, social networks, and multi-agent systems. TCCI strives to cover new methodological, theoretical and practical aspects of CCI understood as the form of intelligence that emerges from the collaboration and competition of many individuals (artificial and/or natural). The application of multiple computational intelligence technologies, such as fuzzy systems, evolutionary computation, neural systems, consensus theory, etc., aims to support human and other collective intelligence and to create new forms of CCI in natural and/or artificial systems. This eleventh issue contains 9 carefully selected and thoroughly revised contributions.

Recent Advances in DC Programming and DCA.- Nature-Inspired Intelligent Optimisation Using the Bees Algorithm.- Optimisation Problems for Pairwise RNA Sequence and Structure Comparison.- Model Selection for the _ 2-SVM by Following the Regularization Path.- DC Programming and DCA for Solving Minimum Sum-of-Squares.- Clustering Using Weighted Dissimilarity Measures.- A Validity Criterion for Fuzzy Clustering.- The Web Ontology Rule Language OWL 2 RL+ and Its Extensions.- Validating Generic Metrics of Fairness in Game-Based Resource Allocation Scenarios with Crowdsourced Annotations.- An Efficient Algorithm for Microarray Probes Re-annotation.
These transactions publish research in computer-based methods of computational collective intelligence (CCI) and their applications in a wide range of fields such as the semantic web, social networks, and multi-agent systems. TCCI strives to cover new methodological, theoretical and practical aspects of CCI understood as the form of intelligence that emerges from the collaboration and competition of many individuals (artificial and/or natural). The application of multiple computational intelligence technologies, such as fuzzy systems, evolutionary computation, neural systems, consensus theory, etc., aims to support human and other collective intelligence and to create new forms of CCI in natural and/or artificial systems. This eleventh issue contains 9 carefully selected and thoroughly revised contributions.
Autor: Ngoc Thanh Nguyen
ISBN-13:: 9783642544545
ISBN: 3642544541
Verlag: Springer, Berlin
Gewicht: 359g
Seiten: 219
Sprache: Englisch
Auflage 2014
Sonstiges: Taschenbuch, 234x154x12 mm, 33 SW-Abb.