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Data Intelligence and Cognitive Informatics

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Cover of 'Data Intelligence and Cognitive Informatics'

Table of Contents

  1. Altmetric Badge
    Book Overview
  2. Altmetric Badge
    Chapter 1 Modeling Müller-Lyer Illusion Using Information Geometry
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    Chapter 2 Building up a Categorical Sentiment Dictionary for Tourism Destination Policy Evaluation
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    Chapter 3 Statistical Analysis of Stress Prediction from Speech Signatures
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    Chapter 4 DermoCare.AI: A Skin Lesion Detection System Using Deep Learning Concepts
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    Chapter 5 Analysis of Phishing Base Problems Using Random Forest Features Selection Techniques and Machine Learning Classifiers
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    Chapter 6 Cost Prediction for Online Home-Based Application Services by Using Linear Regression Techniques
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    Chapter 7 Convolutional Neural Network Based Intrusion Detection System and Predicting the DDoS Attack
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    Chapter 8 BERT Transformer-Based Fake News Detection in Twitter Social Media
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    Chapter 9 The Facial Expression Recognition Using Deep Neural Network
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    Chapter 10 New IoT-Based Portable Microscopic Somatic Cell Count Analysis
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    Chapter 11 A Survey on Hybrid PSO and SVM Algorithm for Information Retrieval
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    Chapter 12 Metric Effects Based on Fluctuations in Values of k in Nearest Neighbor Regressor
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    Chapter 13 An Ensemble Approach to Recognize Activities in Smart Environment Using Motion Sensors and Air Quality Sensors
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    Chapter 14 Generalization of Fingerprint Spoof Detector
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    Chapter 15 Applied Deep Learning for Safety in Construction Industry
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    Chapter 16 Deep Learning-Based Quality Inspection System for Steel Sheet
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    Chapter 17 Forecasting Prediction of Covid-19 Outbreak Using Linear Regression
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    Chapter 18 Proctoring Solution Using AI and Automation (Semi)
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    Chapter 19 Apple Leaf Disease Prediction Using Deep Learning Technique
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    Chapter 20 Sentimental Analysis and Classification of Restaurant Reviews
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    Chapter 21 A Controllable Differential Mode Band Pass Filter with Wide Stopband Characteristics
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    Chapter 22 Design and Analysis of Conformal Antenna for Automotive Applications
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    Chapter 23 An Improved Patch-Group-Based Sparse Representation Method for Image Compressive Sensing
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    Chapter 24 Comparative Analysis of Stock Prices by Regression Analysis and FB Prophet Models
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    Chapter 25 g POD—Dual Purpose Device (Dustbin and Cleaning)
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    Chapter 26 An Attractive Proposal Based on Big Data for Sentiment Analysis Using Artificial Intelligence
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    Chapter 27 SqueezeNet Deep Neural Network Embedder-Based Brain Tumor Classification Using Supervised Machine Intelligent Approach
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    Chapter 28 Detection of Malicious Unmanned Aerial Vehicle Carrying Unnecessary Load Using Supervised Machine Intelligence Model with SqueezeNet Deep Neural Network Image Embedder
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    Chapter 29 Face Mask Detection Using Artificial Intelligence to Operate Automatic Door
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    Chapter 30 Marine Weather Prediction Using Preprocessing Techniques in Big Data
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    Chapter 31 Yolov4 in White Blood Cell Classification
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    Chapter 32 Efficient Data Hiding Model by Using RDH Algorithm
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    Chapter 33 Enhanced Preprocessing Technique for Air Pollution Forecasting System Using Big Data and Internet of Things
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    Chapter 34 Pre-processing of Leukemic Blood Cell Images Using Image Processing Techniques
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    Chapter 35 Automated Grocery List Item Add-to-Cart Leveraging Optical Character Recognition with Transformer
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    Chapter 36 Anomaly Detection in Image Sequences Using Weakly Supervised Learning
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    Chapter 37 Sentiment Analysis of Twitter Data for COVID-19 Posts
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    Chapter 38 Brain Tumor Detection Using Image Processing Approach
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    Chapter 39 Routing Method for Interplanetary Satellite Communication in IoT Networks Based on IPv6
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    Chapter 40 Parameterization of Sequential Neural Networks for Predicting Air Pollution
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    Chapter 41 Customer Analytics Research: Utilizing Unsupervised Machine Learning Techniques
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    Chapter 42 Multi-class IoT Botnet Attack Classification and Evaluation Using Various Classifiers and Validation Techniques
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    Chapter 43 IoT-Based Dashboards for Monitoring Connected Farms Using Free Software and Open Protocols
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    Chapter 44 Predicting the Gestational Period Using Machine Learning Algorithms
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    Chapter 45 Digital Methodologies and ICT Intervention to Combat Counterfeit and Falsified Drugs in Medicine: A Mini Survey
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    Chapter 46 Utilizing Hyperledger-Based Private Blockchain to Secure E-Passport Management
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    Chapter 47 An Exploratory Data Analysis on SDMR Dataset to Identify Flood-Prone Months in the Regional Meteorological Subdivisions
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    Chapter 48 Segmentation of Shopping Mall Customers Using Clustering
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    Chapter 49 Advanced Approach for Heart Disease Diagnosis with Grey Wolf Optimization and Deep Learning Techniques
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    Chapter 50 Hyper-personalization and Its Impact on Customer Buying Behaviour
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    Chapter 51 Proof of Concept of Indoor Location System Using Long RFID Readers and Passive Tags
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    Chapter 52 Autism Detection in Young Children Using Optimized Long Short-Term Memory
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    Chapter 53 A Comparative Review Analysis of OpenFlow and P4 Protocols Based on Software Defined Networks
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    Chapter 54 NLP-Driven Political Analysis of Subreddits
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    Chapter 55 Feature Extraction and Selection with Hyperparameter Optimization for Mitosis Detection in Breast Histopathology Images
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    Chapter 56 Review and Comparative Analysis of Unsupervised Machine Learning Application in Health Care
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    Chapter 57 A Systematic Literature Review on Cybersecurity Threats of Virtual Reality (VR) and Augmented Reality (AR)
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    Chapter 58 A Review on Risk Analysis of Cryptocurrency
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    Chapter 59 Sine Cosine Algorithm with Tangent Search for Neural Networks Dropout Regularization
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    Chapter 60 Development of a Web Application for the Management of Patients in the Medical Area of Nutrition
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    Chapter 61 Exploring the Potential Adoption of Metaverse in Government
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    Chapter 62 Hyperparameter Tuning in Random Forest and Neural Network Classification: An Application to Predict Health Expenditure Per Capita
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    Chapter 63 Dual-RvCore32IMA: Implementation of a Peripheral Device to Manage Operations of Two RvCores
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    Chapter 64 A Comparative Study of SVM, CNN, and DCNN Algorithms for Emotion Recognition and Detection
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    Chapter 65 Monitoring and Prediction of Smart Farming Using Hybrid PSO-ELM Model
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    Chapter 66 Recommendation System Using Different Approaches
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    Chapter 67 An Exploratory Data Analysis to Examine the Influence of Confinement on Student Learning, Sociability, and Well-Being Under COVID-19
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    Chapter 68 Correction to: A Systematic Literature Review on Cybersecurity Threats of Virtual Reality (VR) and Augmented Reality (AR)
Overall attention for this book and its chapters
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Title
Data Intelligence and Cognitive Informatics
Published by
Springer Nature Singapore, December 2022
DOI 10.1007/978-981-19-6004-8
ISBNs
978-9-81-196003-1, 978-9-81-196004-8
Editors

Jacob, I. Jeena, Kolandapalayam Shanmugam, Selvanayaki, Izonin, Ivan

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