Editor(s): Utpal Sharma, Bhabesh Nath, Dhruba K. Bhattacharyya
E-ISBN: Publication Year: 2011
Binding: Hard Back Dimension: 185mm x 240mm Weight: 580
About the book
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.
Table of Contents
Preface / Acknowledgement / Natural Language Processing: Extracting and Displaying Temporal Entitles from Historical Articles / The First Steps Towards Assamese Named Entity Recognition / Development of Assamese WordNet / A Dictionary Based POS Tagger for Morphologically Rich Language / Image Processing: Video Denoising Using Combined Bilateral and Temporal Filtering / Statistical Distributions of Dyadic Rearranged 2D Discrete Cosine Transform (DCT) Coefficients /An Effective Fuzzy-NN Approach for Classification of Lands at TM Data / Data Mining: An Efficient Method for Forecasting Using Fuzzy Time Series / Approaches and Issues in View Selection for Materializing in Data Warehouse / Variable Density Clustering on Spatial Data: A Review / Initial Seeds Selection for C-means & K-means Algorithm / Networks and Network Security: A Survey on MAC Protocols for Cognitive Radio Networks / QoS Issues in Long Distance Wireless Networks for Rural Areas / Survey: Mobile Agent and its Use for Application Migration / A Survey of Attacks on Spanning Tree Protocol / Constraint Propagation in Workflow: A Pattern Based Approach / A Survey on State Based Modeling of Intrusion Detection Systems / A Survey on VLAN Attacks and Mitigation Techniques / Fingerprint Classification Using Minutiae Score / Privacy Preserving Data Mining: Heuristic Based Approach, Techniques Research Issues and Challenges / Robotics and Artificial Intelligence: An Experiment on Grasp Types Recognition Based on Single Channel EMG / Extending Open Source iCub Simulator to Deal With Qualitative Knowledge / Metacognition: The Key to Machine Intelligence for an Effective Intelligent Systems / Bioinformatics: A Distributed Clustering Technique for Gene Expression Data / Subspace Clustering in Gene Expression Data: Challenges and Issues / Author Index.
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