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Intelligent Computing and Innovation on Data Science

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Table of Contents

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    Book Overview
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    Chapter 1 Comprehensive Guide to Implementation of Data Warehouse in Education
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    Chapter 2 A Pavement Mishap Prediction Using Deep Learning Fuzzy Logic Algorithm
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    Chapter 3 Privacy Preserving and Security Management in Cloud-Based Electronic Health Records—A Survey
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    Chapter 4 Gaussian Light Gradient Boost Ensemble Decision Tree Classifier for Breast Cancer Detection
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    Chapter 5 Computational Biology Tool Toward Studying the Interaction Between Azadirachtin Plant Compound with Cervical Cancer Proteins
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    Chapter 7 Optimization-Based Effective Feature Set Selection in Big Data
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    Chapter 8 An Efficient Study of Fraud Detection System Using Ml Techniques
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    Chapter 9 Effective Role of Cloud-Based IoT Technology in Smart and Precision Horticulture Works: A Novel
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    Chapter 10 Intelligent Agent-Based Organization for Studying the Big Five Personality Traits
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    Chapter 11 Credit Card Fraud Detection Using AES Technic
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    Chapter 12 An Improved Travel Package Framework Utilizing (COPE)
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    Chapter 13 An Empirical Study on Neuroevolutional Algorithm Based on Machine Learning for Crop Yield Prediction
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    Chapter 15 Automatic Pruning of Rules Through Multi-objective Optimization—A Case Study with a Multi-objective Cultural Algorithm
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    Chapter 16 A Machine Learning Approach in Medical Image Analysis for Brain Tumor Detection
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    Chapter 17 A Review of Recent Trends: Text Mining of Taxonomy Using WordNet 3.1 for the Solution and Problems of Ambiguity in Social Media
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    Chapter 18 Identification of Appropriate Filters for Preprocessing Palm Print Images
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    Chapter 19 Feature Extraction of Metastasis and Acrometastasis Diseases Using the SVM Classifier
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    Chapter 20 Knowledge Genesis and Dissemination: Impact on Performance in Information Technology Services
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    Chapter 21 Examining the Acceptance of Innovations in Learning Technologies in Higher Education—A Malaysian Perspective
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    Chapter 22 Web Content Classification Techniques Based on Fuzzy Ontology
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    Chapter 23 Field Programmable Gate Array (FPGA)-Based Fast and Low-Pass Finite Impulse Response (FIR) Filter
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    Chapter 24 Block Rearrangements and TSVs for a Standard Cell 3D IC Placement
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    Chapter 25 Artificial Intelligence-Based Load Balancing in Cloud Computing Environment: A Study
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    Chapter 26 An Investigation Study on Secured Data Storage and Access Control in Cloud Environment
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    Chapter 27 A Comparative Study and Analysis of Classification Methodologies in Data Mining for Energy Resources
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    Chapter 28 A Survey on Feature Fatigue Analysis Using Machine Learning Approaches for Online Products
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    Chapter 29 A Hybrid of Scheduling and Probabilistic Approach to Decrease the Effect of Idle Listening in WSN
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    Chapter 30 Prediction of Consumer’s Future Demand in Web Page Personalization System
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    Chapter 31 Analysis on SLA in Virtual Machine Migration Algorithms of Cloud Computing
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    Chapter 32 Effective Mining of High Utility Itemsets with Automated Minimum Utility Thresholds
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    Chapter 33 Implementation of Fuzzy Clustering Algorithms to Analyze Students Performance Using R-Tool
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    Chapter 34 Comparative Analysis of Various Algorithms in ARM
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    Chapter 35 Implementation of Statistical Data Analytics in Data Science Life Cycle
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    Chapter 36 Performing Hierarchical Clustering on Huge Volumes of Data Using Enhanced Mapreduce Technique
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    Chapter 37 Real Time Virtual Networks Monitoring Based on Service Level Agreement Requirements
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    Chapter 38 Wireless Sensor Network-Based Hybrid Intrusion Detection System on Feature Extraction Deep Learning and Reinforcement Learning Techniques
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    Chapter 39 Green Technology to Assess and Measure Energy Efficiency of Data Center in Cloud Computing
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    Chapter 40 Reliable and Consistent Data Collection Framework for IoT Sensor Networks
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    Chapter 41 A Cloud of Things (CoT) Approach for Monitoring Product Purchase and Price Hike
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    Chapter 42 Hyperspectral Image Classification by Means of Suprepixel Representation with KNN
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    Chapter 43 Prediction of Bottom-Hole Pressure Differential During Tripping Operations Using Artificial Neural Networks (ANN)
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    Chapter 44 Exploration on Revenue Using Pioneering Technology in Infrastructure Facilities of Luxury Hotels
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    Chapter 45 A Big Data Analytics-Based Design for Viable Evolution of Retail Sector
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    Chapter 46 Blockchain with Bigdata Analytics
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    Chapter 47 Blockchains Technology Analysis: Applications, Current Trends and Future Directions—An Overview
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    Chapter 48 A Study on Seismic Big Data Handling at Seismic Exploration Industry
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    Chapter 49 The Usage of Internet of Things in Transportation and Logistic Industry
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    Chapter 50 Evolution of Lung CT Image Dataset and Detection of Disease
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    Chapter 51 Equivalent Circuit (EC) Approximation of Miniaturized Elliptical UWB Antenna for Imaging of Wood
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    Chapter 52 Design of Dual-Band Wearable Crescent-Shaped Button Antenna for WLAN Applications
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    Chapter 53 VEDZA: Kinect Based Virtual Shopping Assistant
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    Chapter 54 The Impact of Organizational Innovation on Financial Performance: A Perspective of Employees Within Dubai Ports World
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    Chapter 55 Document Content Analysis Based on Random Forest Algorithm
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    Chapter 56 Microblogging Hashtag Recommendation Considering Additional Metadata
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    Chapter 57 Analysis and Forecast of Heart Syndrome by Intelligent Retrieval Approach
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    Chapter 58 Statistical Analysis of Literacy Rates Using Indian Census Data
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    Chapter 59 Superlative Uprising of Smart Farming to Discovering the Magnitude and Superiority of the Agri-Data in Hybrid Techniques
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    Chapter 61 A Survey on Load Balancing in Cloud Computing
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    Chapter 62 Detection of Hard Exudate from Diabetic Retinopathy Image Using Fuzzy Logic
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    Chapter 63 Evaluating External Public Space’s Performance in the Cisadane Riverfront, Tangerang, Indonesia
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    Chapter 64 A Comparative Study of Cryptographic Algorithms in Cloud Environment
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    Chapter 66 Discovering the Androgen Transition and Prognostic Cardiovascular Disease by Hybrid Techniques in Data Mining
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    Chapter 67 Crop Prediction Based on Environmental Factors Using Machine Learning Ensemble Algorithms
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    Chapter 68 Regression Analysis on Sea Surface Temperature
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    Chapter 69 A Multi-objective Routing Optimization Using Swarm Intelligence in IoT Networks
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    Chapter 70 Prevention of Packet Drop by System Fault in MANET Due to Buffer Overflow
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    Chapter 71 Epitome Evolution of Sanctuary to Detect the Interloper in Home Automation
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    Chapter 72 Endowing Syndrome Empathy to the Epileptic and Cardiovascular Embedding IoT Techniques
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    Chapter 73 Blockchain-Based Information Security of Electronic Medical Records (EMR) in a Healthcare Communication System
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    Chapter 74 Factors Contributing to E-Government Adoption in Indonesia—An Extended of Technology Acceptance Model with Trust: A Conceptual Framework
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    Chapter 75 Workload Forecasting Based on Big Data Characteristics in Cloud Systems
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    Chapter 76 An Empirical Study on Big Data Analytics: Challenges and Directions
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    Chapter 77 Task Allocation and Re-allocation for Big Data Applications in Cloud Computing Environments
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    Chapter 78 A Systematic Framework for Designing Persuasive Mobile Health Applications Using Behavior Change Wheel
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    Chapter 79 Dynamics of Knowledge Management in 4IR Through HR Interventions: Conceptual Framework
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    Chapter 80 Clinical Data Classification Using an Ensemble Approach Based on CNN and Bag-of-Words Approach
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    Chapter 82 E-learning in Higher Education in India: Experiences and Challenges—An Exploratory Study
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    Chapter 83 A Hybrid Watermarking System for Securing Multi-modal Biometric Using Honey Encryption and Grasshopper Optimization Technique
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    Chapter 84 Inadequacy of Li-Fi Disentangles by Laser, Polarizing Beam, Solar, and Formation
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    Chapter 85 Phrase Extraction Using Pattern-Based Bootstrapping Approach
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    Chapter 86 UAV’s Applications, Architecture, Security Issues and Attack Scenarios: A Survey
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    Chapter 88 A Systematic Survey on Load Balancing in the Cloud
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    Chapter 89 A Data Tracking and Monitoring Mechanism
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    Chapter 90 An Efficient Node Priority and Threshold-Based Partitioning Algorithm for Graph Processing
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    Chapter 91 Method for Simulating SQL Injection and DOS Attack
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Title
Intelligent Computing and Innovation on Data Science
Published by
Springer Singapore, May 2020
DOI 10.1007/978-981-15-3284-9
ISBNs
978-9-81-153283-2, 978-9-81-153284-9
Editors

Peng, Sheng-Lung, Son, Le Hoang, Suseendran, G., Balaganesh, D.