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Computational Intelligence in Data Mining

Overview of attention for book
Cover of 'Computational Intelligence in Data Mining'

Table of Contents

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    Book Overview
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    Chapter 1 Cluster Validity Using Modified Fuzzy Silhouette Index on Large Dynamic Data Set
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    Chapter 2 RRF-BD: Ranger Random Forest Algorithm for Big Data Classification
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    Chapter 3 Survey on Plagiarism Detection Systems and Their Comparison
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    Chapter 4 IoT in Home Automation
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    Chapter 5 Finding Correlation Between Twitter Influence Metrics and Centrality Measures for Detection of Influential Users
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    Chapter 6 QMAA: QoS and Mobility Aware ACO Based Opportunistic Routing Protocol for MANET
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    Chapter 7 An Effective Trajectory Planning for a Material Handling Robot Using PSO Algorithm
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    Chapter 8 An Approach to Compress English Posts from Social Media Texts
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    Chapter 9 A Deep Learning Approach to Predict Football Match Result
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    Chapter 10 Prediction of Breast Cancer Recurrence: A Machine Learning Approach
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    Chapter 11 Rating Prediction of Tourist Destinations Based on Supervised Machine Learning Algorithms
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    Chapter 12 An Automatic Intent Modeling Algorithm for Interactive Data Exploration
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    Chapter 13 Prediction of Arteriovenous Nicking for Hypertensive Retinopathy Using Deep Learning
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    Chapter 14 ANFIS-Based Modeling for Prediction of Surface Roughness in Powder Mixed Electric Discharge Machining
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    Chapter 15 Trendingtags—Classification & Prediction of Hashtag Popularity Using Twitter Features in Machine Learning Approach Proceedings
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    Chapter 16 Enhancement of Identification Accuracy by Handling Outlier Feature Values Within a Signature Case Base
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    Chapter 17 A Comparison Study of Different Privacy Preserving Techniques in Collaborative Filtering Based Recommender System
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    Chapter 18 Artificial Intelligence Based Multi-object Inspection System
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    Chapter 19 PSO Based Path Planning of a Six-Axis Industrial Robot
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    Chapter 20 Selection of Industrial Robot Using Fuzzy Logic Approach
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    Chapter 21 Efficient Analysis of Clinical Genomic Database
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    Chapter 22 Database Intrusion Detection Using Adaptive Resonance Network Theory Model
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    Chapter 23 Medical Image Classification Through Deep Learning
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    Chapter 24 Novel Wavelet Domain Based Adaptive Thresholding Using Bat Algorithm for Image Compression
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    Chapter 25 Prototype Selection of Online Handwritten Telugu Characters Recognition Using Voronoi Tessellation
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    Chapter 26 Assessment of Cosmetic Product Awareness Among Female Students Using Data Mining Technique
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    Chapter 27 Evolutionary Games for Cloud, Fog and Edge Computing—A Comprehensive Study
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    Chapter 28 ACRRFLN: Artificial Chemical Reaction of Recurrent Functional Link Networks for Improved Stock Market Prediction
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    Chapter 29 Graph-Based Crime Reports Clustering Using Relations Extracted from Named Entities
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    Chapter 30 Spectral–Spatial Active Learning Techniques for Hyperspectral Image Classification
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    Chapter 31 A Comprehensive Analysis of Kernelized Hybrid Clustering Algorithms with Firefly and Fuzzy Firefly Algorithms
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    Chapter 32 Stock Market Prediction and Portfolio Optimization Using Data Analytics
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    Chapter 33 A Novel Position Concealment Audio Steganography in Insensible Frequency
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    Chapter 34 Automated Evaluation of Outlier Performers in Programming Sessions Using Case-Based Reasoning Techniques
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    Chapter 35 Black Hole and k-Means Hybrid Clustering Algorithm
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    Chapter 36 Improving Stock Market Prediction Through Linear Combiners of Predictive Models
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    Chapter 37 ML-IDS: MAC Layer Trust-Based Intrusion Detection System for Wireless Sensor Networks
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    Chapter 38 Restoration of Mammograms by Using Deep Convolutional Denoising Auto-Encoders
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    Chapter 39 A Dynamic Panel Data Study on ICT and Technical Higher Education in India
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    Chapter 40 Optimization of Posture Prediction Using MOO in Brick Stacking Operation
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    Chapter 41 Sentiment Analysis and Extractive Summarization Based Recommendation System
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    Chapter 42 Significance of the Background Image Texture in CBIR System
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    Chapter 43 Supervised and Unsupervised Data Mining Techniques for Speaker Verification Using Prosodic + Spectral Features
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    Chapter 44 Effective Software Fault Localization Using a Back Propagation Neural Network
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    Chapter 45 Optimizing Generalized Capacitated Vehicle Routing Problem Using Augmented Savings Algorithm
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    Chapter 46 Near-Duplicate Document Detection Using Semantic-Based Similarity Measure: A Novel Approach
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    Chapter 47 A Stacked Generalization Approach for Diagnosis and Prediction of Type 2 Diabetes Mellitus
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    Chapter 48 Prevention of Ethnic Violence and Riots Using Supervised Rumor Detection
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    Chapter 49 A Non-linear Approach for Classifying Malignant Neoplasm Using Dualist Optimization Algorithm
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    Chapter 50 A Comparative Study Using Linear Model, Decision Tree and Random Forest for Classification of Student’s Self Satisfaction with Family Aspect Parameters of Students
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    Chapter 51 Perspective of the Behaviour of Retail Investors: An Analysis with Indian Stock Market Data
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    Chapter 52 Three-Dimensional (3D) Polygon Mesh Authentication Using Sequential Bit Substitution Strategy
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    Chapter 53 A Comprehensive Review on Cancer Detection and Prediction Using Computational Methods
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    Chapter 54 Fuzzy Time Series Forecasting: A Survey
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    Chapter 55 A Generic Framework for Data Analysis in Privacy-Preserving Data Mining
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    Chapter 56 Minimization of Crossover Operator in Genetic Algorithm
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    Chapter 57 A Novel Hybrid Differential Evolution-PSNN for Fuzzy Time Series Forecasting
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    Chapter 58 Improved Face Detection Using YCbCr and Adaboost
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    Chapter 59 Big Data Mining Algorithms for Predicting Dynamic Product Price by Online Analysis
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    Chapter 60 Cluster-Based Anonymization of Assortative Networks
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    Chapter 61 Application of Artificial Intelligence Techniques for Improvement of Power Quality Using Hybrid Filters
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    Chapter 62 Applications and Advancements of Nature-Inspired Optimization Algorithms in Data Clustering: A Detailed Analysis
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    Chapter 63 Short Term Solar Energy Forecasting by Using Fuzzy Logic and ANFIS
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    Chapter 64 Empirical Study and Statistical Performance Analysis with ANN for Parkinson’s Vowelized Data Set
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    Chapter 65 Alternative Assessment of Performance of Students Through Data Mining
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    Chapter 66 Sine Cosine Optimization Based Proportional Derivative-Proportional Integral Derivative Controller for Frequency Control of Hybrid Power System
Overall attention for this book and its chapters
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Mentioned by

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1 patent

Citations

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Readers on

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20 Mendeley
Summary Patents Dimensions citations
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Title
Computational Intelligence in Data Mining
Published by
Springer Singapore, August 2019
DOI 10.1007/978-981-13-8676-3
ISBNs
978-9-81-138675-6, 978-9-81-138676-3
Editors

Behera, Himansu Sekhar, Nayak, Janmenjoy, Naik, Bighnaraj, Pelusi, Danilo

View on publisher site
Mendeley readers

Mendeley readers

The data shown below were compiled from readership statistics for 20 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 20 100%

Demographic breakdown

Readers by professional status Count As %
Student > Ph. D. Student 4 20%
Student > Doctoral Student 2 10%
Researcher 2 10%
Student > Master 2 10%
Professor 1 5%
Other 0 0%
Unknown 9 45%
Readers by discipline Count As %
Computer Science 4 20%
Engineering 4 20%
Economics, Econometrics and Finance 1 5%
Business, Management and Accounting 1 5%
Unknown 10 50%

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