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Book synopsis

MACHINE INTELLIGENCE: Recent Advances reflects current research in natural language processing, data mining, networks and network security, robotics, image processing and bioinformatics. Problems such as named entity recognition, creation of WordNet and part-of-speech tagging have been addressed in Section I. In Section II, video denoising and compression have been discussed. Section III includes surveys on view selection, subspace clustering and density based spatial data clustering, besides work on forecasting technique and seed selection for C-means and k-means clustering algorithms. Similarly, surveys on MAC protocols for Cognitive Radio, QoS in wireless networks, and mobile agents in application migration are presented in Section IV. This section also contains survey on attacks on spanning tree protocol, VLAN attacks, state based modelling of intrusion detection, and privacy preserving data mining, as well as an authentication mechanism using fingerprint classification. Section V contains an extension of open source iCub simulator, some interesting results on grasp type recognition, and a discussion on the significance of metacognition in building an intelligent system. Finally, Section VI covers a survey on subspace clustering in gene expression data, and a distributed clustering technique for large gene expression data.

Book details

Book category Books in English Computing & information technology Computer science Artificial intelligence

• Full title: Machine Intelligence
• Subtitle: Recent Advances
• Author: Bhabesh Nath, Dhruba K. Bhattacharyya
• Language: English
• Binding: Hardback
• Number of pages: 230
• EAN: 9788184871401
• ISBN: 8184871406
• ID: 05048794
• Publisher: Narosa Publishing House
• Weight: 628 g
• Dimensions: 191 × 252 × 18 mm
• Date of publishing: 30. January 2011

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