Intelligent Computing Methodologies

10th International Conference, ICIC 2014, Taiyuan, China, August 3-6, 2014, Proceedings

De-Shuang Huang, Kang-Hyun Jo, Ling Wang (Herausgeber)

Buch | Softcover

XXVIII, 858 Seiten

2014
Springer International Publishing (Verlag)
978-3-319-09338-3 (ISBN)

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This book - in conjunction with the volumes LNCS 8588 and LNBI 8590 - constitutes the refereed proceedings of the 10th International Conference on Intelligent Computing, ICIC 2014, held in Taiyuan, China, in August 2014. The 85 papers of this volume were carefully reviewed and selected from numerous submissions. The papers are organized in topical sections such as soft computing; artificial bee colony algorithms; unsupervised learning; kernel methods and supporting vector machines; machine learning; fuzzy theory and algorithms; image processing; intelligent computing in computer vision; intelligent computing in communication networks; intelligent image/document retrievals; intelligent data analysis and prediction; intelligent agent and Web applications; intelligent fault diagnosis; knowledge representation/reasoning; knowledge discovery and data mining; natural language processing and computational linguistics; next gen sequencing and metagenomics; intelligent computing in scheduling and engineering optimization; advanced modeling, control and optimization techniques for complex engineering systems; complex networks and their applications; time series forecasting and analysis using artificial neural networks; computer human interaction using multiple visual cues and intelligent computing; biometric system and security for intelligent computing.

Soft computing.- Artificial bee colony algorithms.- Unsupervised learning.- Kernel methods and supporting vector machines.- Machine learning.- Fuzzy theory and algorithms.- Image processing.- Intelligent computing in computer vision.- Intelligent computing in communication networks.- Intelligent image/document retrievals.- Intelligent data analysis and prediction.- Intelligent agent and Web applications.- Intelligent fault diagnosis.- Knowledge representation/reasoning.- Knowledge discovery and data mining.- Natural language processing and computational linguistics.- Next gen sequencing and metagenomics.- Intelligent computing in scheduling and engineering optimization.- Advanced modeling, control and optimization techniques for complex engineering systems.- Complex networks and their applications.- Time series forecasting and analysis using artificial neural networks.- Computer human interaction using multiple visual cues and intelligent computing.- Biometric system and security for intelligent computing.

Erscheint lt. Verlag	1.8.2014
Reihe/Serie	Lecture Notes in Artificial Intelligence
Reihe/Serie	Lecture Notes in Computer Science
Zusatzinfo	XXVIII, 858 p. 332 illus.
Verlagsort	Cham
Sprache	englisch
Maße	155 x 235 mm
Gewicht	1335 g
Themenwelt	Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik
Schlagworte	Algorithm analysis and problem complexity • authentication • Bayesian Network • biometrics • Cloud Computing • cluster and classification • computer vision • Data Mining • ensemble method • Hidden Markov Model • Image Processing • Image Segmentation • objection recognition • supervised learning • Support Vector Machine • Web Crawling
ISBN-10	3-319-09338-X / 331909338X
ISBN-13	978-3-319-09338-3 / 9783319093383
Zustand	Neuware