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Data Science and Emerging Technologies

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Cover of 'Data Science and Emerging Technologies'

Table of Contents

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    Book Overview
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    Chapter 1 Extractive Text Summarization Using Syntactic Sub-graph Models
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    Chapter 2 Analysis of Big Five Personality Factors to Determine the Appropriate Type of Career Using the C4.5 Algorithm
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    Chapter 3 Predicting Disaster Type from Social Media Imagery via Deep Neural Networks Directed by Visual Attention
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    Chapter 4 Dissemination Management for Official Statistics Using Artificial Intelligence-Based Media Monitoring
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    Chapter 5 A Naive but Effective Post-processing Approach for Dark Channel Prior (DCP)
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    Chapter 6 COVID-19 Face Mask Classification Using Deep Learning
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    Chapter 7 Gender Classification Using CNN Transfer Learning and Fine-Tuning
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    Chapter 8 Multi Language Recognition Translator App Design Using Optical Character Recognition (OCR) and Convolutional Neural Network (CNN)
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    Chapter 9 Autonomous Driving Through Road Segmentation Based on Computer Vision Techniques
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    Chapter 10 Phishing Attack Types and Mitigation: A Survey
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    Chapter 11 Review of Smart Home Privacy-Protecting Strategies from a Wireless Eavesdropping Attack
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    Chapter 12 Development of Graph-Based Knowledge on Ransomware Attacks Using Twitter Data
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    Chapter 13 BigMDHealth: Supporting Multidimensional Big Data Management and Analytics over Big Healthcare Data via Effective and Efficient Multidimensional Aggregate Queries over Key-Value Stores
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    Chapter 14 Design and Implementation of Data Warehouse Solution at Kumpulan Wang Persaraan (KWAP)
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    Chapter 15 Consumer Behavior Prediction During Covid-19 Pandemic Conditions Using Sentiment Analytics
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    Chapter 16 Big Data Application on Prediction of HDD Manufacturing Process Performance
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    Chapter 17 Visualising Economic Situation Through Malaysia Economic Recovery Dashboard (MERD)
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    Chapter 18 Lung Nodules Classification Using Convolutional Neural Network with Transfer Learning
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    Chapter 19 Plant Growth Phase Classification Using Deep Neural Network (Case Study of ASF in Poso District, Central Sulawesi Province)
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    Chapter 20 The Implementation of Genetic Algorithm-Ensemble Learning on QSAR Study of Diacylglycerol Acyltransferase-1(DGAT1) Inhibitors as Anti-diabetes
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    Chapter 21 Classification of Exercise Game Data for Rehabilitation Using Machine Learning Algorithms
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    Chapter 22 SDDLA: A New Architecture for Secured Decentralized Distributed Learning
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    Chapter 23 Gated Memory Unit: A Novel Recurrent Neural Network Architecture for Sequential Analysis
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    Chapter 24 Multi-class Classification for Breast Cancer with High Dimensional Microarray Data Using Machine Learning Classifier
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    Chapter 25 Machine Learning Techniques for Predicting Risks of Late Delivery
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    Chapter 26 Quora Insincere Questions Classification Using Attention Based Model
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    Chapter 27 Suicide Ideation Detection: A Comparative Study of Sequential and Transformer Hybrid Algorithms
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    Chapter 28 Well Log Data Preparation and Effective Utilization of Drilling Parameters Using Data Science Based Approaches
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    Chapter 29 Deep Learning- Based Approach f or Classifying t he Severity of Metal Corrosion Using Sem Images
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    Chapter 30 Insurance Risk Prediction Using Machine Learning
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    Chapter 31 Loan Default Forecasting Using StackNet
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    Chapter 32 Neural Network Autoregressive Model for Forecasting Malaysia Under-5 Mortality
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    Chapter 33 Robustness of Support Vector Regression and Random Forest Models: A Simulation Study
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    Chapter 34 The Impact of Restricting Community Activities on COVID-19 Transmission: A Case Study in Sumatra Island, Indonesia
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    Chapter 35 Predicting Internet Usage for Digital Finance Services: Multitarget Classification Using Vector Generalized Additive Model with SMOTE-NC
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    Chapter 36 Identifying Topic Modeling Technique in Evaluating Textual Datasets
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    Chapter 37 Y-X-Y Encoding for Identifying Types of Sentence Similarity
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    Chapter 38 Evaluation of Extractive and Abstract Methods in Text Summarization
Attention for Chapter 14: Design and Implementation of Data Warehouse Solution at Kumpulan Wang Persaraan (KWAP)
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