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Computational Intelligence in Pattern Recognition

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Cover of 'Computational Intelligence in Pattern Recognition'

Table of Contents

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    Book Overview
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    Chapter 1 On the Synthesis of Unate Symmetric Function Using Memristor-Based Nano-Crossbar Circuit
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    Chapter 2 A Novel Enhancement and Segmentation of Color Retinal Image Based on Fuzzy Measure and Fuzzy Integral
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    Chapter 3 On the Cryptanalysis of S-DES Using Binary Cuckoo Search Algorithm
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    Chapter 4 Feature Selection Using NSGA-II for Event Extraction on Genetic and Molecular Mechanisms Involved in Plant Seed Development
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    Chapter 5 Detection and Identification of Parasite Eggs from Microscopic Images of Fecal Samples
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    Chapter 6 Identification of Some Transposable Elements of DNA Using “BP Suche” Algorithm
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    Chapter 7 An Approach for Sentiment Analysis of GST Tweets Using Words Popularity Versus Polarity Generation
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    Chapter 8 Smart Health Monitoring System for Temperature, Blood Oxygen Saturation, and Heart Rate Sensing with Embedded Processing and Transmission Using IoT Platform
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    Chapter 9 Design of a Health Monitoring System for Heart Rate and Body Temperature Sensing Including Embedded Processing Using ARM Cortex M3
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    Chapter 10 A Robust Multi-label Fruit Classification Based on Deep Convolution Neural Network
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    Chapter 11 Classification of Speech and Song Using Co-occurrence-Based Approach
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    Chapter 12 Intelligent Analysis for Personality Detection on Various Indicators by Clinical Reliable Psychological TTH and Stress Surveys
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    Chapter 13 Automatic Multilingual System from Speech
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    Chapter 14 An Improved Data Hiding Scheme Through Image Interpolation
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    Chapter 15 Generalization of Multi-bit Encoding Function Based Data Hiding Scheme
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    Chapter 16 A Machine Learning Approach to Comment Toxicity Classification
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    Chapter 17 A Minutia Detection Approach from Direct Gray-Scale Fingerprint Image Using Hit-or-Miss Transformation
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    Chapter 18 Face Identification via Strategic Combination of Local Features
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    Chapter 19 A Study on Reversible Image Watermarking Using Xilinx System Generator
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    Chapter 20 SVM and MLP Based Segmentation and Recognition of Text from Scene Images Through an Effective Binarization Scheme
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    Chapter 21 User Identification and Authentication Through Voice Samples
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    Chapter 22 Template Matching for Kinship Verification in the Wild
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    Chapter 23 Attack Prevention Scheme for Privacy Preservation (APSP) Using K Anonymity in Location Based Services for IoT
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    Chapter 24 Statistical Analysis of the UNSW-NB15 Dataset for Intrusion Detection
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    Chapter 25 Singer Identification Using MFCC and CRP Features with Support Vector Machines
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    Chapter 26 Object Proposals Based on Variance Measure
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    Chapter 27 Deep Learning Approach in Predicting Personal Traits Based on the Way User Type on Touchscreen
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    Chapter 28 Robust Non-blind Video Watermarking Using DWT and QR Decomposition
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    Chapter 29 Detection and Classification of Earthquake Images from Online Social Media
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    Chapter 30 Blood Vessel Extraction from Retinal Images Using Modified Gaussian Filter and Bottom-Hat Transformation
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    Chapter 31 A Fast Approach for Text Region Detection from Images on Online Social Media
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    Chapter 32 Numerical Integration Based Contrast Enhancement Using Simpson’s Method
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    Chapter 33 Crime Feature Selection Constructing Weighted Spanning Tree
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    Chapter 34 Empirical Analysis of Proximity Measures in Machine Learning
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    Chapter 35 Memorizing and Retrieving of Text Using Recurrent Neural Network—A Case Study on Gitanjali Dataset
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    Chapter 36 Shuffled Differential Evolution Algorithm Based Combined Heat and Power Emission Dispatch
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    Chapter 37 Classification of Ball Mill Acoustic for Predictive Grinding Using PCA
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    Chapter 38 Particle Swarm-Based Approach for Storage Efficiency Optimization of Supercapacitors
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    Chapter 39 Top-k Influential Nodes Identification Based on Activity Behaviors in Egocentric Online Social Networks
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    Chapter 40 Music Tagging and Similarity Analysis for Recommendation System
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    Chapter 41 Elastic Window for Multiple Face Detection and Tracking from Video
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    Chapter 42 Assessment of Reading Material with Flow of Eyegaze Using Low-Cost Eye Tracker
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    Chapter 43 NCBI: A Novel Correlation Based Imputing Technique Using Biclustering
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    Chapter 44 ACO Based Optimization of DC Micro Grid Under Island Mode
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    Chapter 45 Non-invasively Grading of Brain Tumor Through Noise Robust Textural and Intensity Based Features
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    Chapter 46 Line Encoding Based Method to Analyze Performance of Indian States in Road Safety
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    Chapter 47 Efficient Energy Management in Microgrids Using Flower Pollination Algorithm
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    Chapter 48 Applications of Computational Intelligence Techniques for Automatic Generation Control Problem—A Short Review from 2010 to 2018
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    Chapter 49 How Effective is the Salp Swarm Algorithm in Data Classification
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    Chapter 50 Feature Selection Using Graph-Based Clustering for Rice Disease Prediction
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    Chapter 51 Shifted Peterson Network: A New Network for Network-on-Chip
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    Chapter 52 Gathering Identification Using Image Metrics for Intelligent Situation Awareness System in Real Time Scenarios
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    Chapter 53 Secure: An Effective Smartphone Safety Solution
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    Chapter 54 A Gamma-Levy Hybrid MetaHeuristic for HyperParameter Tuning of Deep Q Network
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    Chapter 55 Dewarping of Single-Folded Camera Captured Bangla Document Images
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    Chapter 56 Deep Learning Techniques—R-CNN to Mask R-CNN: A Survey
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    Chapter 57 Comparison of Four Nature Inspired Clustering Algorithms: PSO, GSA, BH and IWD
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    Chapter 58 Detection of Diseases in Potato Leaves Using Transfer Learning
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    Chapter 59 Self Driving Car
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    Chapter 60 A Local-to-Global Approach for Document Image Binarization
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    Chapter 61 Feature Extraction and Matching of River Dam Images in Odisha Using a Novel Feature Detector
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    Chapter 62 Multimodal Segmentation of Brain Tumours in Volumetric MRI Scans of the Brain Using Time-Distributed U-Net
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    Chapter 63 A Cooperative Co-evolutionary Genetic Algorithm for Multi-Robot Path Planning Having Multiple Targets
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    Chapter 64 A Shape Retrieval Technique Using Isothetic Cover of Digital Objects
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    Chapter 65 Complete Statistical Analysis to Weather Forecasting
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    Chapter 66 An Improved Non-local Means Denoising Technique for Brain MRI
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    Chapter 67 A Combined Approach for k -Seed Selection Using Modified Independent Cascade Model
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    Chapter 68 Fast Adaptive Decision-Based Mean Filter for Removing Salt-and-Pepper Noise in Images
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    Chapter 69 An Appearance Model and Feature Selection in Kernelized Correlation Filter Based Visual Object Tracking
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    Chapter 70 Role of Soft Computing Techniques in Software Effort Estimation: An Analytical Study
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    Chapter 71 A Nonlinear Telegraph Equation for Edge-Preserving Image Restoration
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    Chapter 72 A Q-Learning Approach for Sales Prediction in Heterogeneous Information Networks
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    Chapter 73 WNN-EDAS: A Wavelet Neural Network Based Multi-criteria Decision-Making Approach for Cloud Service Selection
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    Chapter 74 An Improved Feedforward Neural Network Using Salp Swarm Optimization Technique for the Design of Intrusion Detection System for Computer Network
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    Chapter 75 An Efficient Intrusion Detection Approach Using Enhanced Random Forest and Moth-Flame Optimization Technique
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    Chapter 76 Unidentified Input Observer: Comparative Study Through Block Pulse Function and Hybrid Function
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    Chapter 77 Data Hiding with Digital Authentication in Spatial Domain Image Steganography
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    Chapter 78 Implementation of WOA-Based 2DOF-FOPID Controller for AGC of Interconnected Power System
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    Chapter 79 Decision-Making Process of Farmers: A Conceptual Framework
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    Chapter 80 An Efficient Approach to Optimize the Learning Rate of Radial Basis Function Neural Network for Prediction of Metastatic Carcinoma
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    Chapter 81 Voice-Based Gender Identification Using Co-occurrence-Based Features
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    Chapter 82 Fuzzy Posture Matching for Pain Recovery Using Yoga
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    Chapter 83 Application of SCA-Based Two Degrees of Freedom PID Controller for AGC Study
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    Chapter 84 Classifications of High-Resolution SAR and Optical Images Using Supervised Algorithms
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    Chapter 85 An Approach for Video Summarization Using Graph-Based Clustering Algorithm
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    Chapter 86 Parameter Tuning in MSER for Text Localization in Multi-lingual Camera-Captured Scene Text Images
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    Chapter 87 Applications and Advancements of Firefly Algorithm in Classification: An Analytical Perspective
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    Chapter 88 A Multi-step-Ahead Fuzzy Time Series Forecasting by Using Hybrid Chemical Reaction Optimization with Pi-Sigma Higher-Order Neural Network
Overall attention for this book and its chapters
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Mentioned by

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15 Mendeley
Summary Wikipedia
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Title
Computational Intelligence in Pattern Recognition
Published by
Springer Singapore, September 2019
DOI 10.1007/978-981-13-9042-5
ISBNs
978-9-81-139041-8, 978-9-81-139042-5
Editors

Das, Asit Kumar, Nayak, Janmenjoy, Naik, Bighnaraj, Pati, Soumen Kumar, Pelusi, Danilo

View on publisher site
Mendeley readers

Mendeley readers

The data shown below were compiled from readership statistics for 15 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 15 100%

Demographic breakdown

Readers by professional status Count As %
Student > Ph. D. Student 4 27%
Student > Master 2 13%
Student > Doctoral Student 1 7%
Student > Postgraduate 1 7%
Lecturer 1 7%
Other 0 0%
Unknown 6 40%
Readers by discipline Count As %
Computer Science 5 33%
Engineering 3 20%
Unknown 7 47%

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