Foreword
Message from the Honorary General Chair
Preface
Organization
Contents
Application of Bilinear Recursive Least Square Algorithm for Initial Alignment of Strapdown Inertial Navigation System
1 Introduction
2 SINS Initial Alignments
3 Theoretical Background
4 Dynamic Modeling
5 Dynamic Simulation of Fine Alignment
6 Results and Discussions
7 Conclusions
References
Time-Domain Solution of Transmission through Multi-modeled Obstacles for UWB Signals
1 Introduction
2 Propagation Environment
3 Proposed Transmission Model
4 Results and Discussions
5 Conclusion
References
Indexing and Retrieval of Speech Documents
An Improved Filtered-x Least Mean Square Algorithm for Acoustic Noise Suppression
1 Introduction
2 Problem Formulation
3 Simulation Setup
4 Simulation and Results
5 Conclusion
References
A Unique Low Complexity Parameter Independent Adaptive Design for Echo Reduction
On the Dissimilarity of Orthogonal Least Squares and Orthogonal Matching Pursuit Compressive Sensing Reconstruction
1 Introduction
2 Orthogonal Matching Pursuit
3 Orthogonal Least Squares
4 Simulation Results and Analysis
5 Conclusions
References
Machine Learning Based Shape Classification Using Tactile Sensor Array
Multi-view Ensemble Learning for Poem Data Classification Using SentiWordNet
A Prototype of an Intelligent Search Engine Using Machine Learning Based Training for Learning to Rank
Vegetable Grading Using Tactile Sensing and Machine Learning
Neural Networks with Online Sequential Learning Ability for a Reinforcement Learning Algorithm
Scatter Matrix versus the Proposed Distance
Matrix on Linear Discriminant Analysis
for Image Pattern Recognition
Gender Recognition Using Fusion of Spatial and Temporal Features
The Use of Artificial Intelligence Tools in the Detection of Cancer Cervix
A Scalable Feature Selection Algorithm for Large Datasets – Quick Branch & Bound Iterative (QBB-I)
Towards a Scalable Approach for Mining Frequent Patterns from the Linked Open Data Cloud
1 Introduction
2 Related Work
3 Mining Data from LOD Cloud Using COFI Tree Algorithm
4 Experimental Evaluation and Results
5 Conclusion and Future Work
References
Automatic Synthesis of Notes Based on Carnatic Music Raga Characteristics
Smart Card Application for Attendance Management System
Performance Evaluation of GMM and SVM for Recognition of Hierarchical Clustering Character
1 Introduction
1.1 Related Work
1.2 Outline of the Work
2 Proposed Hierarchical Character Recognition
2.1 Dataset
2.2 Pre-processing
3 Character Intensity Vector
4 Hierarchical Character Clustering
5 Gaussian Mixture Model
6 Support Vector Machine
7 Experimental Results
7.1 Handwritten Dataset
7.2 Evaluation Metrics
7.3 Classifier
8 Conclusion
References
Data Clustering and Zonationof Earthquake Building Damage Hazard Area Using FKCN and Kriging Algorithm
Parametric Representation of Paragraphs
and Their Classification
1 Introduction
2 Classification of Paragraph
3 Parameterizations of a Paragraph
3.1 Identification of Parameters
3.2 Extraction of Parameter Values
3.3 Data Preprocessing
3.4 Identification of Outliers and Removal
3.5 Training and Testing
4 Experimental Result
5 Conclusion and Future Scope
References
LDA Based Emotion Recognition from Lyrics
Efficient Approach for Near Duplicate Document Detection Using Textual and Conceptual Based Techniques
Decision Tree Techniques Applied on NSL-KDD Data and Its Comparison with Various Feature Selection Techniques
1 Introduction
2 Methods and Materials
2.1 Decision Tree
2.2 Feature Selection
2.3 NSL-KDD Data
3 Experimental Work
4 Conclusion
References
Matra and Tempo Detection for INDIC Tala-s
1 Introduction
3 PastWork
4 Proposed Methodology
5 Experimental Results
6 Conclusion
References
Modified Majority Voting Algorithm towards Creating Reference Image for Binarization
Multiple People Tracking Using Moment Based Approach
1 Introduction
2 Methodology
2.1
Robust Multiple People Tracking
2.2 HSV Range Identif fication
2.3 Moment Calculation
2.4 Calculation of Away and Toward Parameter
2.5 Calibration Techniques
3 Experiment Results
4 Discussion
5 Conclusion
References
Wavelets-Based Clustering Techniques for Efficient Color Image Segmentation
1 Introduction
2 Haar Wavelet Transformation
3 Clustering Technique on Images
4 Proposed Image Segmentation Technique Using Color Feature
5 Proposed Segmentation Technique Using Color and Texture
6 Experimental Results
7 Future Scope and Conclusion
References
An Approach of Optimizing Singular Value of YCbCr Color Space with q-Gaussian Function in Image Processing
Motion Tracking of Humans under Occlusion Using Blobs
Efficient Lifting Scheme Based Super Resolution Image Reconstruction Using Low Resolution Images
1 Introduction
2 Super Resolution Image Reconstruction
3 Lifting Schemes
4 Proposed Super Resolution Reconstruction
Measurement of Performance
6 Results
7 Conclusion
References
Improved Chan-Vese Image Segmentation Model
Using Delta-Bar-Delta Algorithm
1 Introduction
2 The C-V Algorithm
3 The GDS Method and the Delta-Bar-Delta Algorithm
4 The MDBR Algorithm for Level Set Based Image Segmentation
5 Implementation and Results
6 Conclusions
References
Online Template Matching Using Fuzzy Moment Descriptor
Classification of High Resolution Satellite Images Using Equivariant Robust Independent Component Analysis
3D Face Recognitionacross Pose Extremities
1 Introduction
2 An Overview of the Proposed System
2.1 Select the 3D-Database Directory
2.1.1 Cropping
2.2 Preprocess 2.5D Range Image and Register by Hausdorff’s Distance Metric
2.3 Registrationby Hausdorff’s Distance Metric
2.4 Feature Extraction and Classification by Normal Points
3 Our Contribution and a Comparative Analysis with other 3D Registration Systems
4 Experimental Results
5 Conclusion and Future Scope
References
Indexing Video Database for a CBVCD System
1 Introduction
2 Past Work
3 Proposed Methodology
4 Experimental Result
5 Conclusion
References
Data Dependencies and Normalization of Intuitionistic Fuzzy Databases
1 Introduction
2 Intuitionistic Fuzzy Sets and Human Logic
3 Normalization
4 Related Work
5 Proposed Intuitionistic Fuzzy Normalization
6 Intuitionistic Fuzzy Normal Forms
6.1 Intuitionistic Fuzzy Equality
6.2 Intuitionistic Fuzzy Functional Dependency
6.3 Normalization Process
7 Conclusion
References
Fuzzy Logic Based Implementation
for Forest Fire Detection
Using Wireless Sensor Network
Fuzzy Connectedness Based Segmentation
of Fetal Heart from Clinical Ultrasound Images
An Improved Firefly Fuzzy C-Means (FAFCM) Algorithm for Clustering Real World Data Sets
1 Introduction
2 Fuzzy C-Means Algorithm
3 Firefly Algorithms (FA)
4 Particle Swarm Optimization
5 Proposed Clustering Approach
6 Experimental Analysis
6.1 Parameter Set Up
6.2 Experimental Results
7 Conclusion and Future Work
References
On Kernel Based Rough Intuitionistic Fuzzy C-means Algorithm and a Comparative Analysis
1 Introduction
2 Definitions and Notations
3 Kernel Methods
4 The c-Means Clustering Algorithms
5 Kernel Based Rough Intuitionistic Fuzzy C-Means
6 Experimental Analysis
6.1 Image Dataset
6.2 Numeric Dataset
7 Conclusion
References
FuSCa: A New Weighted Membership Driven Fuzzy Supervised Classifier
Choice of Implication Functions to Reduce Uncertainty in Interval Type-2 Fuzzy Inferences
Detection of Downy Mildew Disease Present in the Grape Leaves Based on Fuzzy Set Theory
1 Introduction
2 Preliminaries
3 Proposed Technique
4 Experimental Results
5 Conclusion
References
Facial Expression Synthesis for a Desired Degree of Emotion Using Fuzzy Abduction
A Novel Semantic Similarity Based Technique for Computer Assisted Automatic Evaluation of Textual Answers
Representative Based Document Clustering
1 Introduction
2 Boundary Entropy and Frequency as Segmentation Measures
3 The Sequence Segmentation Algorithm
4 Representative Based Document Clustering
5 Experiments
6 Conclusions and Future Work
References
A New Parallel Thinning Algorithm with Stroke
Correction for Odia Characters
Evaluation of Collaborative Filtering Based on Tagging with Diffusion Similarity Using Gradual Decay Approach
Rule Based Schwa Deletion Algorithm for Text to Speech Synthesis in Hindi
Unsupervised Word Sense Disambiguation
for Automatic Essay Scoring
Disjoint Tree Based Clustering and Merging for Brain Tumor Extraction
1 Introduction
2 Related Work
3 Proposed Approach
4 Experimental Results
5 Conclusion
References
Segmentation of Acute Brain Stroke from MRI of Brain Image Using Power Law Transformation with Accuracy Estimation
A Hough Transform Based Feature Extraction Algorithm for Finger Knuckle Biometric Recognition System
An Efficient Multiple Classifier Based on Fast RBFN for Biometric Identification
Automatic Tortuosity Detection and Measurement of Retinal Blood Vessel Network
1 Introduction
2 Background
3 Proposed Method
3.1 Vessel Skeleton Extraction
3.2 Breaking Into Branches
3.3 Rotating Vessel Branches and Partitioning into Segments by Finding Maximum Distance from Chord
3.4 Tortuosity Measurement
3.5 Tortuosity Detection
4 Experimental Results
5 Conclusion
References
A New Indexing Method for Biometric Databases Using Match Scores and Decision Level Fusion
Split-Encoding: The Next Frontier Tool for Big Data
Identification of Lost or Deserted Written Texts Using Zipf’s Law with NLTK
An Efficient Approach for Discovering
Closed Frequent Patterns in High Dimensional
Data Sets
Time-Fading Based High Utility Pattern Mining
from Uncertain Data Streams
1 Introduction
2 Preliminaries
3 Related Work
4 Experimental Results
5 Conclusions
References
Classification for Multi-Relational Data Mining Using Bayesian Belief Network
Noise Elimination from Web Page Based on Regular Expressions for Web Content Mining
1 Introduction
2 Preliminaries
3 Proposed Method
4 Experimental Results
5 Conclusion
References
Modified Literature Based Approach to Identify
Learning Styles in Adaptive E-Learning
A Concept Map Approach to Supporting Diagnostic and Remedial Learning Activities
Data Prediction Based on User Preference
Automatic Resolution of Semantic Heterogeneity in GIS: An Ontology Based Approach
Web-Page Indexing Based on the Prioritized Ontology Terms
1 Introduction
2 Related Works
3 Proposed Approach
3.1 Extraction of Dominating and Sub-Dominating Ontology Terms
3.2 Proposed Algorithm of Web-Page Indexing
3.3 Web-page Retrieval Mechanism
4 Experimental Analyses
5 Conclusions
References
A Hybrid Approach Using Ontology Similarity and
Fuzzy Logic for Semantic Question Answering
Ontology Based Object-Attribute-Value
Information Extraction from Web Pages
in Search Engine Result Retrieval
1 Introduction
2 Related Work
3 Ontology Based Information Extraction from Web Pages
4 A Light Weight Ontology Based Search Engine
5 Conclusions and Future Work
References
Effects of Robotic Blinking Behavior for Making Eye Contact with Humans
1 Introduction
2 Related Work
3 System Overview
4 Experiments
5 Conclusion
References
Improvement and Estimation of Intensity of Facial Expression Recognition for Human-Computer Interaction
1 Introduction
2 Optical Flow Based Feature Extraction
3 Rule Based Generation by Training a Decision Tree
4 Improvement in Intensity of Expressions Based on Component Based Analysis
5 Estimation of Expression Intensity Based on Manhattan Distance Metric
6 System's Performance Compared to Human Perception
7 Conclusion
References
Cognitive Activity Recognition Based on Electrooculogram Analysis
1 Introduction
2 Principles and Methodology
3 Experiments and Results
4 Conclusions and Future Scopes
References
Detection of Fast and Slow Hand Movements
from Motor Imagery EEG Signals
1 Introduction
2 Experiments and Methods
2.1 Visual Cue
2.2 Experimental Setup
2.3 Pre-processing
2.4 Feature Extraction
2.5 Classification
3 Results and Discussions
4 Conclusion and Future Direction
References
A Solution of Degree Constrained Spanning Tree Using Hybrid GA with Directed Mutation
Side Lobe Reduction and Beamwidth Control of Amplitude Taper Beam Steered Linear Array Using Tschebyscheff Polynomial and Particle Swarm Optimization
1 Introduction
2 Beam Steered Linear Array and Tschebyscheff Polynomial
3 PSO on Linear Array Design
4 Proposed Method
5 Experimental Setup and Results
6 Conclusion
References
Pervasive Diary in Music Rhythm Education: A Context- Aware Learning Tool Using Genetic Algorithm
An Elitist Binary PSO Algorithm for Selecting
Features in High Dimensional Data
An Immune System Inspired Algorithm for Protein Function Prediction
1 Introduction
2 Background of the Problem
3 An Overview of Clonal Selection Algorithm (CSA)
4 Experiments and Results
5 Conclusion
References
Fast Approximate Eyelid Detection
for Periocular Localization
Prediction of an Optimum Parametric Combination for Minimum Thrust Force in Bone Drilling: A Simulated Annealing Approach
1 Introduction
2 Experimental Pr rocedure
3 Development of Mathematical Model
4 Optimization of the Thrust Force with SA
5 Conclusions
References
Author Index