Computational Intelligence in Data Mining - Volume 2: Proceedings of the International Conference on CIDM, 20-21 December 2014

Front Matter....Pages i-xxviii
Multi-objective Design Optimization of Three-Phase Induction Motor Using NSGA-II Algorithm....Pages 1-8
A Comparative Study of Different Feature Extraction Techniques for Offline Malayalam Character Recognition....Pages 9-18
A Context Sensitive Thresholding Technique for Automatic Image Segmentation....Pages 19-25
Encryption for Massive Data Storage in Cloud....Pages 27-37
An Integrated Approach to Improve the Text Categorization Using Semantic Measures....Pages 39-47
An Android-Based Mobile Eye Gaze Point Estimation System for Studying the Visual Perception in Children with Autism....Pages 49-58
FPGA Implementation of Various Image Processing Algorithms Using Xilinx System Generator....Pages 59-68
A Study of Interestingness Measures for Knowledge Discovery in Databases—A Genetic Approach....Pages 69-79
Efficient Recognition of Devanagari Handwritten Text....Pages 81-88
Quality Assessment of Data Using Statistical and Machine Learning Methods....Pages 89-97
Design of Biorthogonal Wavelets Based on Parameterized Filter for the Analysis of X-ray Images....Pages 99-110
An Efficient Multi-view Based Activity Recognition System for Video Surveillance Using Random Forest....Pages 111-122
Position and Orientation Control of a Mobile Robot Using Neural Networks....Pages 123-131
Fuzzy C-Means (FCM) Clustering Algorithm: A Decade Review from 2000 to 2014....Pages 133-149
Character Recognition Using Firefly Based Back Propagation Neural Network....Pages 151-164
Analyzing Data Through Data Fusion Using Classification Techniques....Pages 165-173
Multi-objective Particle Swarm Optimization in Intrusion Detection....Pages 175-185
Vision Based Traffic Personnel Hand Gesture Recognition Using Tree Based Classifiers....Pages 187-200
Optimization of the Investment Casting Process Using Genetic Algorithm....Pages 201-208
Cyclostationary Feature Detection Based Spectrum Sensing Technique of Cognitive Radio in Nakagami- m Fading Environment....Pages 209-219
A Modified Real Time A* Algorithm and Its Performance Analysis for Improved Path Planning of Mobile Robot....Pages 221-234
Optimum Design and Performance Analysis of Dipole Planar Array Antenna with Mutual Coupling Using Cuckoo Search Algorithm....Pages 235-245
Model Based Test Case Generation from UML Sequence and Interaction Overview Diagrams....Pages 247-257
Enhancing HMM Based Malayalam Continuous Speech Recognizer Using Artificial Neural Networks....Pages 259-267
Classification of Heart Disease Using Naïve Bayes and Genetic Algorithm....Pages 269-282
Solution for Traversal Vulnerability and an Encryption-Based Security Solution for an Inter-cloud Environment....Pages 283-291
Efficient Spread of Influence in Online Social Networks....Pages 293-300
Adaptive FIR Filter to Compensate for Speaker Non-linearity....Pages 301-309
A Pi-Sigma Higher Order Neural Network for Stock Index Forecasting....Pages 311-319
Comparison of Statistical Approaches for Tamil to English Translation....Pages 321-331
An Integrated Clustering Framework Using Optimized K-means with Firefly and Canopies....Pages 333-343
A Cooperative Intrusion Detection System for Sleep Deprivation Attack Using Neuro-Fuzzy Classifier in Mobile Ad Hoc Networks....Pages 345-353
Improving the Performance of a Proxy Cache Using Expectation Maximization with Naive Bayes Classifier....Pages 355-368
Comparative Study of On-Demand and Table-Driven Routing Protocols in MANET....Pages 369-379
A Novel Fast FCM Clustering for Segmentation of Salt and Pepper Noise Corrupted Images....Pages 381-391
Non Linear Autoregressive Model for Detecting Chronic Alcoholism....Pages 393-402
Theoretical Analysis of Expected Population Variance Evolution for a Differential Evolution Variant....Pages 403-416
Quantification and 3D Visualization of Articular Cartilage of Knee Joint Using Image Processing Techniques....Pages 417-425
Application of Particle Swarm Optimization and User Clustering in Web Search....Pages 427-437
Analyzing Urban Area Land Coverage Using Image Classification Algorithms....Pages 439-447
CALAM: Linguistic Structure to Annotate Handwritten Text Image Corpus....Pages 449-460
A Novel PSO Based Back Propagation Learning-MLP (PSO-BP-MLP) for Classification....Pages 461-471
Quantum Based Learning with Binary Neural Network....Pages 473-482
Graphene Nano-Ribbon Based Schottky Barrier Diode as an Electric Field Sensor....Pages 483-491
Dynamic Slicing of Object-Oriented Programs in Presence of Inheritance....Pages 493-501
Prediction of Heart Disease Using Classification Based Data Mining Techniques....Pages 503-511
An Empirical Analysis of Software Reliability Prediction Through Reliability Growth Model Using Computational Intelligence....Pages 513-524
A Harmony Search Based Gradient Descent Learning-FLANN (HS-GDL-FLANN) for Classification....Pages 525-539
Improved AODV Performance in DOS and Black Hole Attack Environment....Pages 541-549
Airfoil Self Noise Prediction Using Linear Regression Approach....Pages 551-561
Detection of Outliers in an Unsupervised Environment....Pages 563-573
Discovering Latent Relationships Among Learning Style Dimensions Using Association Rule Mining....Pages 575-584
Empirical Analysis of Low Power and High Performance Multiplier....Pages 585-594
Facial Expression Recognition Using Modified Local Binary Pattern....Pages 595-604
On Multigranular Approximate Rough Equivalence of Sets and Approximate Reasoning....Pages 605-616
Spatial and Temporal Analysis of VOC Concentration in Capital City of Odisha in Indian Sub-continent....Pages 617-625
Generating Prioritized Test Sequences Using Firefly Optimization Technique....Pages 627-635
Directional Multi-scaled Fusion Based Median Filter for Removal of RVIN....Pages 637-646
Design of Area Optimized Sobel Edge Detection....Pages 647-655
Accelerated FFT Computation for GNU Radio Using GPU of Raspberry Pi....Pages 657-664
Feature Extraction and Performance Analysis of EEG Signal Using S-Transform....Pages 665-674
Image Super Resolution Reconstruction Using Iterative Adaptive Regularization Method and Genetic Algorithm....Pages 675-681
Semi-markov Process Based Cooperation Enforcement Mechanism for MANETs....Pages 683-693
Reduction Combination Determination for Efficient Microarray Data Classification with Three Stage Dimensionality Reduction Approach....Pages 695-703
Back Matter....Pages 705-707