Ebook: Recent Advances in Intelligent Informatics: Proceedings of the Second International Symposium on Intelligent Informatics (ISI'13), August 23-24 2013, Mysore, India
- Tags: Computational Intelligence, Artificial Intelligence (incl. Robotics)
- Series: Advances in Intelligent Systems and Computing 235
- Year: 2014
- Publisher: Springer International Publishing
- Edition: 1
- Language: English
- pdf
This book constitutes the thoroughly refereed post-conference proceedings of the Second International Symposium on Intelligent Informatics (ISI 2013) held in Mysore, India during August 23-24, 2013. The 47 revised papers presented were carefully reviewed and selected from 126 initial submissions. The papers are organized in topical sections on pattern recognition, signal and image processing; data mining, clustering and intelligent information systems; multi agent systems; and computer networks and distributed systems. The book is directed to the researchers and scientists engaged in various fields of intelligent informatics.
This book constitutes the thoroughly refereed post-conference proceedings of the Second International Symposium on Intelligent Informatics (ISI 2013) held in Mysore, India during August 23-24, 2013. The 47 revised papers presented were carefully reviewed and selected from 126 initial submissions. The papers are organized in topical sections on pattern recognition, signal and image processing; data mining, clustering and intelligent information systems; multi agent systems; and computer networks and distributed systems. The book is directed to the researchers and scientists engaged in various fields of intelligent informatics
This book constitutes the thoroughly refereed post-conference proceedings of the Second International Symposium on Intelligent Informatics (ISI 2013) held in Mysore, India during August 23-24, 2013. The 47 revised papers presented were carefully reviewed and selected from 126 initial submissions. The papers are organized in topical sections on pattern recognition, signal and image processing; data mining, clustering and intelligent information systems; multi agent systems; and computer networks and distributed systems. The book is directed to the researchers and scientists engaged in various fields of intelligent informatics
Content:
Front Matter....Pages 1-16
A Comparative Study on Feature Selection for Retinal Vessel Segmentation Using Ant Colony System....Pages 1-11
Human Skin Segmentation in Color Images Using Gaussian Color Model....Pages 13-21
An Improved Local Statistics Filter for Denoising of SAR Images....Pages 23-29
Multisession Video Packet Scheduling....Pages 31-39
Mathematical Morphology Based Fovea Center Detection Using Retinal Fundus Images....Pages 41-52
Speaker Recognition Using MFCC and Hybrid Model of VQ and GMM....Pages 53-63
Image Restoration Based on Scene Adaptive Patch In-painting for Tampered Natural Scenes....Pages 65-72
An Impact of Complex Hybrid Color Space in Image Segmentation....Pages 73-82
Natural Color Image Enhancement Based on Modified Multiscale Retinex Algorithm and Performance Evaluation Using Wavelet Energy....Pages 83-92
Multiple Moving Object Recognitions in Video Based on Log Gabor-PCA Approach....Pages 93-100
Off-Line Signature Verification Based on Principal Component Analysis and Multi-Layer Perceptrons....Pages 101-109
Gradual Transition Detection Based on Fuzzy Logic Using Visual Attention Model....Pages 111-122
Weighted Optimization of Various Parameters for Droplet Routing in Digital Microfluidic Biochips....Pages 123-129
Phoneme-Based Recognizer to Assist Reading the Holy Quran....Pages 131-139
A Secure Two Party Hierarchical Clustering Approach for Vertically Partitioned Data Set with Accuracy Measure....Pages 141-152
Document Classification: An Approach Using Feature Clustering....Pages 153-162
Classification Approach Based on Rough Mereology....Pages 163-173
Boosting Text Classification through Stemming of Composite Words....Pages 175-184
Sentiment Analysis through Machine Learning: An Experimental Evaluation for Albanian....Pages 185-194
Classification of Text Documents Using Adaptive Fuzzy C-Means Clustering....Pages 195-203
Information and Relation Extraction for Semantic Annotation of eBook Texts....Pages 205-214
Indexing Large Class Handwritten Character Database....Pages 215-226
Text Classification of Kannada Webpages Using Various Pre-processing Agents....Pages 227-233
A Novel Agglomerative Hierarchical Approach for Clustering in Medical Databases....Pages 235-243
Accessibility Issues in Learning Management Systems for Learning Disabled: A Survey....Pages 245-252
Mutagenicity Analysis Based on Rough Set Theory and Formal Concept Analysis....Pages 253-264
Particle Swarm Optimization with Lévy Flight and Adaptive Polynomial Mutation in gbest Particle....Pages 265-273
Enhanced MRAC Based Parallel Cascade Control Strategy for Unstable Process with Application to a Continuous Bioreactor....Pages 275-282
Fuzzy Fractional Order PID Based Parallel Cascade Control System....Pages 283-291
A Novel Fault Detection and Replacement Scheme in WSN....Pages 293-302
Mobile Sink Management for Nonuniformly Distributed Sensor Node Coverage Using a Game Theoretic Approach....Pages 303-310
Pricing of Cloud IaaS Based on Feature Prioritization - A Value Based Approach....Pages 311-319
Energy Efficient Congestion Control in Wireless Sensor Network....Pages 321-330
Energy Scavenging Based HybridGSM Model for Mobile Towers....Pages 331-341
Discrete Bacteria Foraging Optimization Algorithm for Vehicle Distribution Optimization in Graph Based Road Network Management....Pages 343-349
Survey of Influential User Identification Techniques in Online Social Networks....Pages 351-358
k-Fault Tolerant Topology Control in Wireless Sensor Network....Pages 359-370
Selection of On-line Features for Peer-to-Peer Network Traffic Classification....Pages 371-377
Real Time Insignificant Shadow Extraction from Natural Sceneries....Pages 379-390
Burning Ship and Its Quasi Julia Images Using Mann Iteration....Pages 391-399
A Computationally Faster Randomized Algorithm for NP-Hard Controller Design Problem....Pages 401-410
An Exploration of Wavelet Transform and Level Set Method for Text Detection in Images and Video Frames....Pages 411-417
Alamouti Space Time Coded Design for OFDMA Systems Based Layered FFT Structure....Pages 419-426
Novel SVD Based Character Recognition Approach for Malayalam Language Script....Pages 427-434
Experimentation and Analysis of Time Series Data for Rescue Robotics....Pages 435-442
Human Face Recognition Biometric Techniques: Analysis and Review....Pages 443-453
Back Matter....Pages 455-463
....Pages 465-466