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Soft Computing in Data Analytics

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Cover of 'Soft Computing in Data Analytics'

Table of Contents

  1. Altmetric Badge
    Book Overview
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    Chapter 1 Optimal Control Method for Interleaved High-Power Flyback Inverter Using PV
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    Chapter 2 A Data Mining Approach for Sentiment Analysis of Indian Currency Demonetization
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    Chapter 3 An Efficient Solution of an Optimization Problem in Financial Engineering
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    Chapter 4 Open-Loop-Data-Based Integer- and Non-integer-Order Model Identification Using Genetic Algorithm (GA)
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    Chapter 5 An Intelligent Fault Locator for 400-kV Double-Circuit Line of Chhattisgarh State: A Comparative Study
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    Chapter 6 Comparison of SCA-Optimized PID and P&O-Based MPPT for an Off-grid Fuel Cell System
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    Chapter 7 Implementation of Quasi-Oppositional-Based GHS Optimized Fractional Order PID Controller in Deregulated Power System
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    Chapter 8 Optimization of Pole Placement for Adaptive Pitch Control
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    Chapter 9 Design of Off-grid Fuel Cell by Implementing ALO Optimized PID-Based MPPT Controller
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    Chapter 10 Power System Security Improvement by Means of Fuzzy Adaptive Gravitational Search Algorithm-Based FACTS Devices Under Fault Condition
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    Chapter 11 Early Estimation of Protest Time Spans: A Novel Approach Using Topic Modeling and Decision Trees
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    Chapter 12 Mathematical Model for Characterization of Lung Tissues Using Multiple Regression Analysis
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    Chapter 13 A Data Hiding Scheme with Digital Authentication Using Parity Checkers
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    Chapter 14 Graph-Based Text Summarization Using Modified TextRank
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    Chapter 15 A New Static Cost-Effective Parameter for Interconnection Networks of Massively Parallel Computer Systems
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    Chapter 16 MapReduce Accelerated Signature-Based Intrusion Detection Mechanism (IDM) with Pattern Matching Mechanism
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    Chapter 17 Ensemble of Artificial Bee Colony Optimization and Random Forest Technique for Feature Selection and Classification of Protein Function Family Prediction
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    Chapter 18 An Effective Path Planning of a Mobile Robot
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    Chapter 19 Inverse Kinematics Solution of a 6-DOF Industrial Robot
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    Chapter 20 Dynamic Behaviour Analysis of an Industrial Robot Using FEM
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    Chapter 21 Design of Adaptive Frequency Reconfigurable Antenna for MIMO Applications
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    Chapter 22 Online Training of Discriminative Parameter for Object Tracking-by-Detection in a Video
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    Chapter 23 Fractional IMC-Based AGC for Interconnected Power System via Its Reduced Model Using Genetic Algorithm
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    Chapter 24 RAID-6 Code Variants for Recovery of a Failed Disk
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    Chapter 25 Smart Agriculture System in India Using Internet of Things
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    Chapter 26 A Multi-objective Flower Pollination Algorithm-Based Frequency Controller in Power System
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    Chapter 27 Determinants of Farmers’ Decision-Making to Accept Crop Insurance: A Multinomial Logit Model Approach
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    Chapter 28 A k-NN-Based Approach Using MapReduce for Meta-path Classification in Heterogeneous Information Networks
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    Chapter 29 Design of Fuzzy Logic-Based Controller for Nonlinear Power Systems
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    Chapter 30 Emotion Recognition Using Skew Gaussian Mixture Model for Brain–Computer Interaction
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    Chapter 31 Fault Detection and Classification of Multi-location and Evolving Faults in Double-Circuit Transmission Line Using ANN
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    Chapter 32 Shear Force Analysis and Modeling for Discharge Estimation Using Numerical and GP for Compound Channels
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    Chapter 33 A Software Approach for Mitigation of DoS Attacks on SDN’s (Software-Defined Networks)
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    Chapter 34 Techno-economic Analysis of Different Combinations of an Existing Educational Institute-Based PV–Diesel–Grid Hybrid System in India
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    Chapter 35 MidClustpy: A Clustering Approach to Predict Coding Region in a Biological Sequence
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    Chapter 36 Data Manipulation Technique in a Keyword-Based Text Retrieval System on Encrypted Data
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    Chapter 37 Implementation of Grasshopper Optimization Algorithm for Controlling a BLDC Motor Drive
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    Chapter 38 Economic Load Dispatch in Microgrids Using Real-Coded Genetic Algorithm
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    Chapter 39 Design and Simulation of a DC–DC Converter for Fuel Cell-Based Electric Vehicles with Closed-Loop Operation
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    Chapter 40 Improved Content-Based Image Retrieval with Multivariate Gaussian Distribution
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    Chapter 41 Performance Analysis of Embedded System for Data Acquisition on FPGA
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    Chapter 42 Performance Comparison of FOA Optimized Several Classical Controllers for Multi-area Multi-sources Power System
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    Chapter 43 Integration of Goal Hierarchies Built Using Multiple OLAP Query Sessions
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    Chapter 44 Energy-Aware Reliable Routing by Considering Current Residual Condition of Nodes in MANETs
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    Chapter 45 Cluster Head Selection by Optimized Ability to Restrict Packet Drop in Wireless Sensor Networks
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    Chapter 46 FDI and Industry in Developed and Developing Countries: A Comparative Dynamic Panel Analysis
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    Chapter 47 Speaker Identification from Mixture of Speech and Non-speech Audio Signal
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    Chapter 48 Single-Sentence Compression Using SVM
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    Chapter 49 Differential Evaluation Base Gain Tune of Proportional–Integral–Derivative Controller for MLI Base-Integrated Wind Energy System with Multi-winding Transformer
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    Chapter 50 Chemical Reaction Optimization: A Survey with Application and Challenges
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    Chapter 51 Shuffled Differential Evolution-Based Combined Heat and Power Economic Dispatch
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    Chapter 52 Fuzzy Granular Computing Controls Ill-Conditioned Matrix Definitions for Triple Inverted Pendulum
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    Chapter 53 Fuzzy Logic-Based Decision Making for Selection of Optimized Liquid Insulation Blend
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    Chapter 54 Adaptive Histogram Equalization and Opening Operation-Based Blood Vessel Extraction
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    Chapter 55 Scheduling Task to Heterogeneous Processors by Modified ACO Algorithm
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    Chapter 56 Process Framework for Modeling Multivariate Time Series Data
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    Chapter 57 Traffic Data Classification for Security in IoT-Based Road Signaling System
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    Chapter 58 Analysis of Various Fraud Behaviors Using Soft Computing Techniques
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    Chapter 59 Digital Report Grading Using NLP Feature Selection
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    Chapter 60 Brain Subject Segmentation in MR Image for Classifying Alzheimer’s Disease Using AdaBoost with Information Fuzzy Network Classifier
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    Chapter 61 Soft Computing-Based Intrusion Detection Approaches: An Analytical Study
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    Chapter 62 Handling Small Size Files in Hadoop: Challenges, Opportunities, and Review
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    Chapter 63 A TOPSIS Approach of Ranking Classifiers for Stock Index Price Movement Prediction
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    Chapter 64 IoT in Education: An Integration of Educator Community to Promote Holistic Teaching and Learning
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    Chapter 65 Visual Encryption by Pixel Property Permutation
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    Chapter 66 Social Context Based Naive Bayes Filtering of Spam Messages from Online Social Networks
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    Chapter 67 Data De-duplication Using Cuckoo Hashing in Cloud Storage
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    Chapter 68 A Secure Chaotic Image Encryption Based on Bit-Plane Operation
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    Chapter 69 Edge Detection Method Using Richardson’s Extrapolation Formula
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    Chapter 70 An Efficient Framework for Document Retrieval in Relationship Strengthened Personalized Ontologies
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    Chapter 71 Student Performance Analysis with Using Statistical and Cluster Studies
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    Chapter 72 Early Prediction of Five Major Complications Ascends in Diabetes Mellitus Using Fuzzy Logic
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    Chapter 73 An Enhanced Deep Learning Model for Duplicate Question Pairs Recognition
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    Chapter 74 Differentiation of Speech and Song Using Occurrence Pattern of Delta Energy
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    Chapter 75 Empirical Analysis on Cancer Dataset with Machine Learning Algorithms
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    Chapter 76 Efficient High-Utility Itemset Mining Over Variety of Databases: A Survey
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    Chapter 77 A New Test Case Generation for Web Service Choreography Testing by Using Metaheuristic Algorithm
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    Chapter 78 Extractive Summarization of a Document Using Lexical Chains
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    Chapter 79 Detecting Intrusive Behaviors using Swarm-based Fuzzy Clustering Approach
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    Chapter 80 TLBO Algorithm Optimized Fractional-Order PID Controller for AGC of Interconnected Power System
Overall attention for this book and its chapters
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Mentioned by

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Citations

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Readers on

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Title
Soft Computing in Data Analytics
Published by
Springer Singapore, August 2018
DOI 10.1007/978-981-13-0514-6
ISBNs
978-9-81-130513-9, 978-9-81-130514-6
Editors

Nayak, Janmenjoy, Abraham, Ajith, Krishna, B. Murali, Chandra Sekhar, G. T., Das, Asit Kumar

Mendeley readers

The data shown below were compiled from readership statistics for 30 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 30 100%

Demographic breakdown

Readers by professional status Count As %
Student > Master 9 30%
Student > Ph. D. Student 7 23%
Student > Doctoral Student 2 7%
Other 1 3%
Researcher 1 3%
Other 2 7%
Unknown 8 27%
Readers by discipline Count As %
Computer Science 11 37%
Engineering 5 17%
Nursing and Health Professions 1 3%
Linguistics 1 3%
Biochemistry, Genetics and Molecular Biology 1 3%
Other 1 3%
Unknown 10 33%