Intelligent Systems Technologies and Applications: Volume 1

✍ Scribed by Stefano Berretti, Sabu M. Thampi, Praveen Ranjan Srivastava (eds.)

• Publisher: Springer International Publishing
• Year: 2016
• Tongue: English
• Leaves: 572
• Series: Advances in Intelligent Systems and Computing 384
• Edition: 1
• Category: Library

✦ Synopsis

This book contains a selection of refereed and revised papers of Intelligent Techniques and Applications track, and the Special Track on Intelligent Image Processing and Artificial Vision track originally presented at the International Symposium on Intelligent Systems Technologies and Applications (ISTA), August 10-13, 2015, Kochi, India.

✦ Table of Contents

Front Matter....Pages i-xxi
Front Matter....Pages 1-1
Butterfly Mating Optimization....Pages 3-15
A Hybrid Firefly Algorithm and Social Spider Algorithm for Multimodal Function....Pages 17-30
Visualization – A Potential Alternative for Analyzing Differential Evolution Search....Pages 31-41
Implementation of Mixed Signal Architecture for Compressed Sensing on ECG Signal....Pages 43-57
The Medical Virtual Patient Simulator (MedVPS) Platform....Pages 59-67
Intelligent System Based on Impedance Cardiography for Non-invasive Measurement and Diagnosis....Pages 69-78
Detection of Parkinson’s Disease Using Fuzzy Inference System....Pages 79-90
Feature Selection for Heart Rate Variability Based Biometric Recognition Using Genetic Algorithm....Pages 91-101
Driver Eye State Detection Based on Minimum Intensity Projection Using Tree Based Classifiers....Pages 103-111
Authorship Attribution Using Stylometry and Machine Learning Techniques....Pages 113-125
Exploration of Fuzzy C Means Clustering Algorithm in External Plagiarism Detection System....Pages 127-138
Issues in Formant Analysis of Emotive Speech Using Vowel-Like Region Onset Points....Pages 139-146
Improved Phone Recognition Using Excitation Source Features....Pages 147-152
Online Character Recognition in Multi-lingual Framework....Pages 153-162
Personalized Multi-relational Matrix Factorization Model for Predicting Student Performance....Pages 163-172
An Analysis of Best Player Selection Key Performance Indicator: The Case of Indian Premier League (IPL)....Pages 173-190
Ranking Student Ability and Problem Difficulty Using Learning Velocities....Pages 191-199
A Discrete Krill Herd Method with Multilayer Coding Strategy for Flexible Job-Shop Scheduling Problem....Pages 201-215
Fine Tuning Machine Fault Diagnosis System Towards Mission Critical Applications....Pages 217-226
Hardware Support for Adaptive Task Scheduler in RTOS....Pages 227-245
Front Matter....Pages 1-1
Experimental Investigation of Cyclic Variation in a Diesel Engine Using Wavelets....Pages 247-257
Adaptive Markov Model Analysis for Improving the Design of Unmanned Aerial Vehicles Autopilot....Pages 259-271
Energy Efficient Compression of Shock Data Using Compressed Sensing....Pages 273-281
Design of Fourth Order GCF Compensation Filter....Pages 283-291
Performance Analysis of Updating-QR Supported OLS Against Stochastic Gradient Descent....Pages 293-303
Is Differential Evolution Sensitive to Pseudo Random Number Generator Quality? – An Investigation....Pages 305-313
Control of DC–DC Converter in Presence of Uncertain Dynamics....Pages 315-326
Automated Radius Calculation of a Turn for Navigation and Safety Enhancement in Automobiles....Pages 327-334
Application of Hybrid Neuro-Wavelet Models for Effective Prediction of Wind Speed....Pages 335-343
Optimized Defect Prediction Model Using Statistical Process Control and Correlation-Based Feature Selection Method....Pages 345-354
A Concept Based Graph Model for Document Representation Using Coreference Resolution....Pages 355-366
Front Matter....Pages 367-379
Recognizing Individuals from Unconstrained Facial Images....Pages 381-381
Empirical Wavelet Transform for Improved Hyperspectral Image Classification....Pages 383-392
Prediction of Urban Sprawl Using Remote Sensing, GIS and Multilayer Perceptron for the City Jaipur....Pages 393-401
Contourlet and Fourier Transform Features Based 3D Face Recognition System....Pages 403-410
An Efficient Ball and Player Detection in Broadcast Tennis Video....Pages 411-425
Steady State Mean Square Analysis of Convex Combination of ZA-APA and APA for Acoustic Echo Cancellation....Pages 427-436
An Improved DCT Based Image Fusion Using Saturation Weighting and Joint Trilateral Filter....Pages 437-446
Improved Fuzzy Image Enhancement Using Lab* Color Space and Edge Preservation....Pages 447-457
Front Matter....Pages 459-469
Partial Image Scrambling Using Walsh Sequency in Sinusoidal Wavelet Transform Domain....Pages 381-381
Level Based Anomaly Detection of Brain MR Images Using Modified Local Binary Pattern....Pages 471-484
Multiple Image Characterization Techniques for Enhanced Facial Expression Recognition....Pages 485-495
Combined MFCC-FBCC Features for Unsupervised Query-by-Example Spoken Term Detection....Pages 497-509
Hyperspectral Image Denoising Using Legendre-Fenchel Transform for Improved Sparsity Based Classification....Pages 511-519
Analysis of Various Color Space Models on Effective Single Image Super Resolution....Pages 521-528
Encoded Scene Panorama Based Information Flow in a Multi Agent System....Pages 529-540
Steganalysis of LSB Using Energy Function....Pages 541-548
Real-Time Hand Gesture Detection and Recognition for Human Computer Interaction....Pages 549-558
Effect of Distance Measures on the Performance of Face Recognition Using Principal Component Analysis....Pages 559-567
Back Matter....Pages 569-577
....Pages 579-580

✦ Subjects

Computational Intelligence; Artificial Intelligence (incl. Robotics)