Verfügbarkeit: Foundations of computational intelligence

Foundations of computational intelligence: 1 Learning and approximation

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Bibliographische Detailangaben
Weitere beteiligte Personen:	Hassanien, Aboul Ella 1964- (HerausgeberIn)
Format:	Buch
Sprache:	Englisch
Veröffentlicht:	Berlin ; Heidelberg Springer 2009
Schriftenreihe:	Studies in computational intelligence 201
Links:	http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=018620068&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA
Umfang:	XII, 397 S. graph. Darst. 24 cm
ISBN:	9783642010811

Internformat

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Datensatz im Suchindex

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adam_text	Contents Part I: Function Approximation Machine Learning and Genetic Regulatory Networks: A Review and a Roadmap ..................................... 3 Christopher Fogelberg, Vasile Pålade Automatic Approximation of Expensive Functions with Active Learning ............................................. 35 Dirk Gorissen, Karel Crombecq, Ivo Couckuyt, Tom Dhaene New Multi-Objective Algorithms for Neural Network Training Applied to Genomic Classification Data ............ 63 Marcelo Costa, Thiago Rodrigues, Euler Horta, António Braga, Carmen Pataro, René Natowicz, Roberto Incuti, Roman Rouzier, Arben Cela An Evolutionary Approximation for the Coefficients of Decision Functions within a Support Vector Machine Learning Strategy ........................................... 83 Ruxandra Stoean, Mike Preuss, Catalin Stoean, Elia El-Darzi, D. Dumitrescu Part II: Connectionist Learning Meta-learning and Neurocomputing — A New Perspective for Computational Intelligence ............................... 117 Ciro Castiello XII Contents Three- Term Fuzzy B ack- Propagat io η........................ 143 M. Hadi Mashinchi, Siti Maňyam H. J. Shamsuddin Entropy Guided Transformation Learning ................... 159 Cícero Nogueira dos Santos, Ruy Luiz Milidiú Artificial Development ....................................... 185 Arturo Chavoya Robust Training of Artificial Feedforward Neural Networks .................................................... 217 Moumen T. El-Melegy, Mohammed H. Essai, Amer A. Ali Workload Assignment in Production Networks by Multi Agent Architecture .......................................... 243 Paolo Renna, Pierluigi Argoneto Part III: Knowledge Representation and Acquisition Extensions to Knowledge Acquisition and Effect of Multimodal Representation in Unsupervised Learning ....... 281 Daswin De Silva, Damminda Alahakoon, Shyamali Dharmage A New Implementation for Neural Networks in Fourier-Space ................................................ 307 Hazem M. El-Bakry, Mohamed Hamada Part IV: Learning and Visualization Dissimilarity Analysis and Application to Visual Comparisons ................................................. 333 Sébastien Aupetit, Nicolas Monmarché, Pierre Liardet, Mohamed Slimane Dynamic Self-Organising Maps: Theory, Methods and Applications ................................................. 363 Arthur L. Hsu, Isaam Saeed, Saman К. Halgamuge Hybrid Learning Enhancement of RBF Network with Particle Swarm Optimization ................................ 381 Sultan Noman, Siti Mariyam Shamsuddin, Aboul Ella Hassanien Author Index ................................................ 399
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series	Studies in computational intelligence
series2	Studies in computational intelligence
spellingShingle	Foundations of computational intelligence Studies in computational intelligence
title	Foundations of computational intelligence
title_auth	Foundations of computational intelligence
title_exact_search	Foundations of computational intelligence
title_full	Foundations of computational intelligence 1 Learning and approximation Aboul-Ella Hassanien ... (ed.)
title_fullStr	Foundations of computational intelligence 1 Learning and approximation Aboul-Ella Hassanien ... (ed.)
title_full_unstemmed	Foundations of computational intelligence 1 Learning and approximation Aboul-Ella Hassanien ... (ed.)
title_short	Foundations of computational intelligence
title_sort	foundations of computational intelligence learning and approximation
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work_keys_str_mv	AT hassanienaboulella foundationsofcomputationalintelligence1 AT abrahamajith foundationsofcomputationalintelligence1

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