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Computational Intelligence in Data Mining - Volume 2

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Cover of 'Computational Intelligence in Data Mining - Volume 2'

Table of Contents

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    Book Overview
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    Chapter 1 Multi-objective Design Optimization of Three-Phase Induction Motor Using NSGA-II Algorithm
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    Chapter 2 A Comparative Study of Different Feature Extraction Techniques for Offline Malayalam Character Recognition
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    Chapter 3 A Context Sensitive Thresholding Technique for Automatic Image Segmentation
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    Chapter 4 Encryption for Massive Data Storage in Cloud
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    Chapter 5 An Integrated Approach to Improve the Text Categorization Using Semantic Measures
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    Chapter 6 An Android-Based Mobile Eye Gaze Point Estimation System for Studying the Visual Perception in Children with Autism
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    Chapter 7 FPGA Implementation of Various Image Processing Algorithms Using Xilinx System Generator
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    Chapter 8 A Study of Interestingness Measures for Knowledge Discovery in Databases—A Genetic Approach
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    Chapter 9 Efficient Recognition of Devanagari Handwritten Text
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    Chapter 10 Quality Assessment of Data Using Statistical and Machine Learning Methods
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    Chapter 11 Design of Biorthogonal Wavelets Based on Parameterized Filter for the Analysis of X-ray Images
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    Chapter 12 An Efficient Multi-view Based Activity Recognition System for Video Surveillance Using Random Forest
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    Chapter 13 Position and Orientation Control of a Mobile Robot Using Neural Networks
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    Chapter 14 Fuzzy C-Means (FCM) Clustering Algorithm: A Decade Review from 2000 to 2014
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    Chapter 15 Character Recognition Using Firefly Based Back Propagation Neural Network
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    Chapter 16 Analyzing Data Through Data Fusion Using Classification Techniques
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    Chapter 17 Multi-objective Particle Swarm Optimization in Intrusion Detection
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    Chapter 18 Vision Based Traffic Personnel Hand Gesture Recognition Using Tree Based Classifiers
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    Chapter 19 Optimization of the Investment Casting Process Using Genetic Algorithm
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    Chapter 20 Cyclostationary Feature Detection Based Spectrum Sensing Technique of Cognitive Radio in Nakagami- m Fading Environment
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    Chapter 21 A Modified Real Time A* Algorithm and Its Performance Analysis for Improved Path Planning of Mobile Robot
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    Chapter 22 Optimum Design and Performance Analysis of Dipole Planar Array Antenna with Mutual Coupling Using Cuckoo Search Algorithm
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    Chapter 23 Model Based Test Case Generation from UML Sequence and Interaction Overview Diagrams
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    Chapter 24 Enhancing HMM Based Malayalam Continuous Speech Recognizer Using Artificial Neural Networks
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    Chapter 25 Classification of Heart Disease Using Naïve Bayes and Genetic Algorithm
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    Chapter 26 Solution for Traversal Vulnerability and an Encryption-Based Security Solution for an Inter-cloud Environment
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    Chapter 27 Efficient Spread of Influence in Online Social Networks
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    Chapter 28 Adaptive FIR Filter to Compensate for Speaker Non-linearity
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    Chapter 29 A Pi-Sigma Higher Order Neural Network for Stock Index Forecasting
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    Chapter 30 Comparison of Statistical Approaches for Tamil to English Translation
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    Chapter 31 An Integrated Clustering Framework Using Optimized K-means with Firefly and Canopies
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    Chapter 32 A Cooperative Intrusion Detection System for Sleep Deprivation Attack Using Neuro-Fuzzy Classifier in Mobile Ad Hoc Networks
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    Chapter 33 Improving the Performance of a Proxy Cache Using Expectation Maximization with Naive Bayes Classifier
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    Chapter 34 Comparative Study of On-Demand and Table-Driven Routing Protocols in MANET
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    Chapter 35 A Novel Fast FCM Clustering for Segmentation of Salt and Pepper Noise Corrupted Images
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    Chapter 36 Non Linear Autoregressive Model for Detecting Chronic Alcoholism
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    Chapter 37 Theoretical Analysis of Expected Population Variance Evolution for a Differential Evolution Variant
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    Chapter 38 Quantification and 3D Visualization of Articular Cartilage of Knee Joint Using Image Processing Techniques
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    Chapter 39 Application of Particle Swarm Optimization and User Clustering in Web Search
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    Chapter 40 Analyzing Urban Area Land Coverage Using Image Classification Algorithms
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    Chapter 41 CALAM: Linguistic Structure to Annotate Handwritten Text Image Corpus
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    Chapter 42 A Novel PSO Based Back Propagation Learning-MLP (PSO-BP-MLP) for Classification
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    Chapter 43 Quantum Based Learning with Binary Neural Network
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    Chapter 44 Graphene Nano-Ribbon Based Schottky Barrier Diode as an Electric Field Sensor
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    Chapter 45 Dynamic Slicing of Object-Oriented Programs in Presence of Inheritance
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    Chapter 46 Prediction of Heart Disease Using Classification Based Data Mining Techniques
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    Chapter 47 An Empirical Analysis of Software Reliability Prediction Through Reliability Growth Model Using Computational Intelligence
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    Chapter 48 A Harmony Search Based Gradient Descent Learning-FLANN (HS-GDL-FLANN) for Classification
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    Chapter 49 Improved AODV Performance in DOS and Black Hole Attack Environment
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    Chapter 50 Airfoil Self Noise Prediction Using Linear Regression Approach
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    Chapter 51 Detection of Outliers in an Unsupervised Environment
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    Chapter 52 Discovering Latent Relationships Among Learning Style Dimensions Using Association Rule Mining
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    Chapter 53 Empirical Analysis of Low Power and High Performance Multiplier
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    Chapter 54 Facial Expression Recognition Using Modified Local Binary Pattern
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    Chapter 55 On Multigranular Approximate Rough Equivalence of Sets and Approximate Reasoning
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    Chapter 56 Spatial and Temporal Analysis of VOC Concentration in Capital City of Odisha in Indian Sub-continent
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    Chapter 57 Generating Prioritized Test Sequences Using Firefly Optimization Technique
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    Chapter 58 Directional Multi-scaled Fusion Based Median Filter for Removal of RVIN
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    Chapter 59 Design of Area Optimized Sobel Edge Detection
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    Chapter 60 Accelerated FFT Computation for GNU Radio Using GPU of Raspberry Pi
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    Chapter 61 Feature Extraction and Performance Analysis of EEG Signal Using S-Transform
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    Chapter 62 Image Super Resolution Reconstruction Using Iterative Adaptive Regularization Method and Genetic Algorithm
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    Chapter 63 Semi-markov Process Based Cooperation Enforcement Mechanism for MANETs
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    Chapter 64 Reduction Combination Determination for Efficient Microarray Data Classification with Three Stage Dimensionality Reduction Approach
Overall attention for this book and its chapters
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Title
Computational Intelligence in Data Mining - Volume 2
Published by
Springer India, December 2014
DOI 10.1007/978-81-322-2208-8
ISBNs
978-8-13-222207-1, 978-8-13-222208-8
Editors

Jain, Lakhmi C., Behera, Himansu Sekhar, Mandal, Jyotsna Kumar, Mohapatra, Durga Prasad

Mendeley readers

Mendeley readers

The data shown below were compiled from readership statistics for 166 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 166 100%

Demographic breakdown

Readers by professional status Count As %
Lecturer 12 7%
Student > Master 7 4%
Student > Bachelor 7 4%
Student > Ph. D. Student 7 4%
Professor 4 2%
Other 8 5%
Unknown 121 73%
Readers by discipline Count As %
Computer Science 20 12%
Engineering 19 11%
Mathematics 3 2%
Materials Science 1 <1%
Unknown 123 74%