Recent Advances in Intelligent Informatics, 1st Edition

  • Published By:
  • ISBN-10: 3319017780
  • ISBN-13: 9783319017785
  • DDC: 006.3
  • Grade Level Range: College Freshman - College Senior
  • 466 Pages | eBook
  • Original Copyright 2014 | Published/Released June 2014
  • This publication's content originally published in print form: 2014

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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.

Table of Contents

Front Cover.
Editorial Board.
Title Page.
Copyright Page.
ISI-2013 Conference Committee.
1: Pattern Recognition, Signal and Image Processing.
2: A Comparative Study on Feature Selection for Retinal Vessel Segmentation Using Ant Colony System.
3: Human Skin Segmentation in Color Images Using Gaussian Color Model.
4: An Improved Local Statistics Filter for Denoising of SAR Images.
5: Multisession Video Packet Scheduling.
6: Mathematical Morphology Based Fovea Center Detection Using Retinal Fundus Images.
7: Speaker Recognition Using MFCC and Hybrid Model of VQ and GMM.
8: Image Restoration Based on Scene Adaptive Patch In-painting for Tampered Natural Scenes.
9: An Impact of Complex Hybrid Color Space in Image Segmentation.
10: Natural Color Image Enhancement Based on Modified Multiscale Retinex Algorithm and Performance Evaluation Using Wavelet Energy.
11: Multiple Moving Object Recognitions in Video Based on Log Gabor-PCA Approach.
12: Off-Line Signature Verification Based on Principal Component Analysis and Multi-Layer Perceptrons.
13: Gradual Transition Detection Based on Fuzzy Logic Using Visual Attention Model.
14: Some Constructions of T-Direct Codes over GF(2n).
15: Weighted Optimization of Various Parameters for Droplet Routing in Digital Microfluidic Biochips.
16: Phoneme-Based Recognizer to Assist Reading the Holy Quran.
17: Data Mining, Clustering and Intelligent Information Systems.
18: A Secure Two Party Hierarchical Clustering Approach for Vertically Partitioned Data Set with Accuracy Measure.
19: Document Classification: An Approach Using Feature Clustering.
20: Classification Approach Based on Rough Mereology.
21: Boosting Text Classification through Stemming of Composite Words.
22: Sentiment Analysis through Machine Learning: An Experimental Evaluation for Albanian.
23: Classification of Text Documents Using Adaptive Fuzzy C-Means Clustering.
24: Information and Relation Extraction for Semantic Annotation of eBook Texts.
25: Indexing Large Class Handwritten Character Database.
26: Text Classification of Kannada Webpages Using Various Pre-processing Agents.
27: A Novel Agglomerative Hierarchical Approach for Clustering in Medical Databases.
28: Multi Agent Systems.
29: Accessibility Issues in Learning Management Systems for Learning Disabled: A Survey.
30: Mutagenicity Analysis Based on Rough Set Theory and Formal Concept Analysis.
31: Particle Swarm Optimization with Lévy Flight and Adaptive Polynomial Mutation in gbest Particle.
32: Enhanced MRAC Based Parallel Cascade Control Strategy for Unstable Process with Application to a Continuous Bioreactor.
33: Fuzzy Fractional Order PID Based Parallel Cascade Control System.
34: Computer Networks and Distributed Systems.
35: A Novel Fault Detection and Replacement Scheme in WSN.
36: Mobile Sink Management for Nonuniformly Distributed Sensor Node Coverage Using a Game Theoretic Approach.
37: Pricing of Cloud IaaS Based on Feature Prioritization – A Value Based Approach.
38: Energy Efficient Congestion Control in Wireless Sensor Network.
39: Energy Scavenging Based HybridGSM Model for Mobile Towers.
40: Discrete Bacteria Foraging Optimization Algorithm for Vehicle Distribution Optimization in Graph Based Road Network Management.
41: Survey of Influential User Identification Techniques in Online Social Networks.
42: K-Fault Tolerant Topology Control in Wireless Sensor Network.
43: Selection of On-line Features for Peer-to-Peer Network Traffic Classification.
44: Work-in-Progress.
45: Real Time Insignificant Shadow Extraction from Natural Sceneries.
46: Burning Ship and Its Quasi Julia Images Using Mann Iteration.
47: A Computationally Faster Randomized Algorithm for NP-Hard Controller Design Problem.
48: An Exploration of Wavelet Transform and Level Set Method for Text Detection in Images and Video Frames.
49: Alamouti Space Time Coded Design for OFDMA Systems Based Layered FFT Structure.
50: Novel SVD Based Character Recognition Approach for Malayalam Language Script.
51: Experimentation and Analysis of Time Series Data for Rescue Robotics.
52: Human Face Recognition Biometric Techniques: Analysis and Review.
Author Index.