Advances in Intelligent Informatics

✍ Scribed by El-Sayed M. El-Alfy, Sabu M. Thampi, Hideyuki Takagi, Selwyn Piramuthu, Thomas Hanne (eds.)

• Publisher: Springer International Publishing
• Year: 2015
• Tongue: English
• Leaves: 663
• Series: Advances in Intelligent Systems and Computing 320
• Edition: 1
• Category: Library

✦ Synopsis

This book contains a selection of refereed and revised papers of Intelligent Informatics Track originally presented at the third International Symposium on Intelligent Informatics (ISI-2014), September 24-27, 2014, Delhi, India. The papers selected for this Track cover several intelligent informatics and related topics including signal processing, pattern recognition, image processing data mining and their applications.

✦ Table of Contents

Front Matter....Pages 1-23
Artificial Immune System Based Image Enhancement Technique....Pages 1-8
Grayscale to Color Map Transformation for Efficient Image Analysis on Low Processing Devices....Pages 9-18
Automatic Classification of Brain MRI Images Using SVM and Neural Network Classifiers....Pages 19-30
An Investigation of fSVD and Ridgelet Transform for Illumination and Expression Invariant Face Recognition....Pages 31-38
Coslets: A Novel Approach to Explore Object Taxonomy in Compressed DCT Domain for Large Image Datasets....Pages 39-48
AI Based Automated Identification and Estimation of Noise in Digital Images....Pages 49-60
SV-M/D: Support Vector Machine-Singular Value Decomposition Based Face Recognition....Pages 61-76
A New Single Image Dehazing Approach Using Modified Dark Channel Prior....Pages 77-85
A Fuzzy Regression Analysis Based No Reference Image Quality Metric....Pages 87-95
Application of Fusion Technique in Satellite Images for Change Detection....Pages 97-105
A Survey on Spiking Neural Networks in Image Processing....Pages 107-115
Moving Human Detection in Video Using Dynamic Visual Attention Model....Pages 117-124
Comparative Analysis of Radial Basis Functions with SAR Images in Artificial Neural Network....Pages 125-131
Blending Concept Maps with Online Labs for STEM Learning....Pages 133-141
Cognitive Load Management in Multimedia Enhanced Interactive Virtual Laboratories....Pages 143-155
The Exploitation of Unused Spectrum for Different Signal’s Technologies....Pages 157-167
A Sphere Decoding Algorithm for Underdetermined OFDM/SDMA Uplink System with an Effective Radius Selection....Pages 169-177
Design of Multiband Metamaterial Microwave BPFs for Microwave Wireless Applications....Pages 179-192
Studying the Effects of Metamaterial Components on Microwave Filters....Pages 193-204
Incorporating Machine Learning Techniques in MT Evaluation....Pages 205-214
Multi-output On-Line ATC Estimation in Deregulated Power System Using ANN....Pages 215-225
Benchmarking Support Vector Machines Implementation Using Multiple Techniques....Pages 227-238
Software Analysis Using Cuckoo Search....Pages 239-252
Memory Based Multiplier Design in Custom and FPGA Implementation....Pages 253-265
Application of Simulated Annealing for Inverse Analysis of a Single-Glazed Solar Collector....Pages 267-275
A Novel Image Encryption and Authentication Scheme Using Chaotic Maps....Pages 277-286
An Imperceptible Digital Image Watermarking Technique by Compressed Watermark Using PCA....Pages 287-295
Spread Spectrum Audio Watermarking Using Vector Space Projections....Pages 297-307
RBDT: The Cascading of Machine Learning Classifiers for Anomaly Detection with Case Study of Two Datasets....Pages 309-324
Analysis and Evaluation of Discriminant Analysis Techniques for Multiclass Classification of Human Vocal Emotions....Pages 325-333
An Extended Chameleon Algorithm for Document Clustering....Pages 335-348
User Feedback Based Evaluation of a Product Recommendation System Using Rank Aggregation Method....Pages 349-358
Misalignment Fault Prediction of Motor-Shaft Using Multiscale Entropy and Support Vector Machine....Pages 359-370
A Learning Based Emotion Classifier with Semantic Text Processing....Pages 371-382
An Empirical Study of Robustness and Stability of Machine Learning Classifiers in Software Defect Prediction....Pages 383-397
A Two-Stage Genetic K -harmonic Means Method for Data Clustering....Pages 399-408
Time-Efficient Tree-Based Algorithm for Mining High Utility Patterns....Pages 409-418
A Lexicon Pooled Machine Learning Classifier for Opinion Mining from Course Feedbacks....Pages 419-428
Quality Metrics for Data Warehouse Multidimensional Models with Focus on Dimension Hierarchy Sharing....Pages 429-443
A Method to Induce Indicative Functional Dependencies for Relational Data Model....Pages 445-456
Novel Research in the Field of Shot Boundary Detection – A Survey....Pages 457-469
Fuzzy Based Approach to Develop Hybrid Ranking Function for Efficient Information Retrieval....Pages 471-479
Knowledge Transfer Model in Collective Intelligence Theory....Pages 481-491
A Novel Way of Assigning Software Bug Priority Using Supervised Classification on Clustered Bugs Data....Pages 493-501
Multi Objective Cuckoo Search Optimization for Fast Moving Inventory Items....Pages 503-510
An Empirical Study of Some Particle Swarm Optimizer Variants for Community Detection....Pages 511-520
Evaluation of Data Warehouse Quality from Conceptual Model Perspective....Pages 521-534
Enhancing Frequency Based Change Proneness Prediction Method Using Artificial Bee Colony Algorithm....Pages 535-543
Formulating Dynamic Agents’ Operational State via Situation Awareness Assessment....Pages 545-556
An Intelligent Modeling of Oil Consumption....Pages 557-568
Design and Implementation of a Novel Eye Gaze Recognition System Based on Scleral Area for MND Patients Using Video Processing....Pages 569-579
Correlation Based Anonymization Using Generalization and Suppression for Disclosure Problems....Pages 581-592
Combining Different Differential Evolution Variants in an Island Based Distributed Framework–An Investigation....Pages 593-606
Word Sense Disambiguation for Punjabi Language Using Overlap Based Approach....Pages 607-619
Flipped Labs as a Smart ICT Innovation: Modeling Its Diffusion among Interinfluencing Potential Adopters....Pages 621-631
Inquiry Based Learning Pedagogy for Chemistry Practical Experiments Using OLabs....Pages 633-642
New Approach for Function Optimization: Amended Harmony Search....Pages 643-653
Multiobjective Mixed Model Assembly Line Balancing Problem....Pages 655-663
Back Matter....Pages 665-666

✦ Subjects

Computational Intelligence; Artificial Intelligence (incl. Robotics)