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Machine Intelligence: Recent Advances [Kietas viršelis]

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  • Formatas: Hardback, 230 pages, aukštis x plotis: 240x185 mm, weight: 580 g
  • Išleidimo metai: 30-Jan-2011
  • Leidėjas: Narosa Publishing House
  • ISBN-10: 8184871406
  • ISBN-13: 9788184871401
Kitos knygos pagal šią temą:
  • Formatas: Hardback, 230 pages, aukštis x plotis: 240x185 mm, weight: 580 g
  • Išleidimo metai: 30-Jan-2011
  • Leidėjas: Narosa Publishing House
  • ISBN-10: 8184871406
  • ISBN-13: 9788184871401
Kitos knygos pagal šią temą:
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.

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 are addressed. Video denoising and compression are also discussed.
Preface v
Acknowledgement vii
NATURAL LANGUAGE PROCESSING
Extracting and Displaying Temporal Entities from Historical Articles
1(13)
Rachel Chasin
Daryl Woodward
J K Kalita
The First Steps Towards Assamese Named Entity Recognition
14(11)
Padmaja Sharma
Utpal Sharma
Jugal Kalita
Development of Assamese WordNet
25(10)
Iftikar Hussain
Navanath Saharia
Utpal Sharma
A Dictionary Based POS Tagger for Morphologically Rich Language
35(10)
Navanath Saharia
Utpal Sharma
J K Kalita
IMAGE PROCESSING
Video Denoising Using Combined Bilateral and Temporal Filtering
45(6)
Vijay Kumar Nath
Deepika Hazarika
Statistical Distributions of Dyadic Rearranged 2D Discrete Cosine Transform (DCT) Coefficients
51(7)
Deepika Hazarika
Vijay Kumar Nath
An Effective Fuzzy-NN Approach for Classification of Lands at TM Data
58(9)
D Chutia
D K Bhattacharyya
DATA MINING
An Efficient Method for Forecasting Using Fuzzy Time Series
67(9)
P Singh
B Borah
Approaches and Issues in View Selection for Materializing in Data Warehouse
76(7)
Rajib Goswami
D K Bhattacharyya
M Dutta
Variable Density Clustering on Spatial Data: A Review
83(10)
Rabinder Kumar Prasad
Kaushik Das
Rosy D Sarmah
Initial Seeds Selection for C-means & K-means Algorithm
93(6)
Abhijit Saha
Bhabesh Nath
NETWORKS AND NETWORK SECURITY
A Survey on MAC Protocols for Cognitive Radio Networks
99(10)
Sanjib K Deka
Nityananda Sarma
QoS Issues in Long Distance Wirless Networks for Rural Areas
109(10)
Iftekhar Hussian
Dilip K Saikia
Nityananda Sarma
Survey: Mobile Agent and its Use for Application Migration
119(9)
Praveen Kumar
Nityananda Sarma
A Survey of Attacks on Spanning Tree Protocol
128(6)
Ankush Rai
Ferdous A Barbhuiya
Arijit Sur
Sukumar Nandi
Constraint Propagation in Workflow: A Pattern Based Approach
134(10)
A K Sharma
S K Sinha
S M Hazarika
A Survey on State Based Modeling of Intrusion Detection Systems
144(7)
Tonmoy Saikia
Ferdous A Barbhuiya
Sukumar Nandi
A Survey on VLAN Attacks and Mitigation Techniques
151(10)
V S Ramteke
F A Barbhuiya
S Biswas
S Nandi
Fingerprint Classification Using Minutiae Score
161(9)
Minakshi Gogoi
D K Bhattacharyya
Privacy Preserving Data Mining: Heuristic Based Approach, Techniques Research Issues and Challenges
170(8)
M Kalita
D K Bhattacharyya
M Dutta
ROBOTICS AND ARTIFICIAL INTELLIGENCE
An Experiment on Grasp Types Recognition Based on Single Channel EMG
178(8)
B D Sarma
K Khanikar
N Saikia
N M Kakoty
S M Hazarika
Extending Open Source iCub Simulator to Deal With Qualitative Knowledge
186(7)
Maitreyee Saikia
S M Hazarika
Metacognition - The Key to Machine Intelligence for an Effective Intelligent System
193(8)
Ramakrushna Swain
Tanmaya Kumar Das
Lambodar Jena
BIOINFORMATICS
A Distributed Clustering Technique for Gene Expression Data
201(10)
Sauravjyoti Sarmah
Rosy Das
D K Bhattacharyya
Subspace Clustering in Gene Expression Data: Challenges and Issues
211(9)
Sajid Nagi
D K Bhattacharyya
J K Kalita
Author Index 220
Utpal Sharma / Bhabesh Nath / Dhruba K. Bhattacharyya.: Department of Computer Science and Engineering Tezpur University, Tezpur