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Advances on Smart and Soft Computing

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Cover of 'Advances on Smart and Soft Computing'

Table of Contents

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    Book Overview
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    Chapter 1 Optimization of a Similarity Performance on Bounded Content of Motion Histogram by Using Distributed Model
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    Chapter 2 Automatic Detection of Diabetic Retinopathy Using Custom CNN and Grad-CAM
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    Chapter 3 A Zero-Knowledge Identification Scheme Based on the Discrete Logarithm Problem and Elliptic Curves
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    Chapter 4 SMOTE–ENN-Based Data Sampling and Improved Dynamic Ensemble Selection for Imbalanced Medical Data Classification
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    Chapter 5 Evaluation of Several Artificial Intelligence and Machine Learning Algorithms for Image Classification on Small Datasets
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    Chapter 6 Yemeni Paper Currency Recognition System Using Deep Learning Approach
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    Chapter 7 Tuning Hyper-Parameters of Machine Learning Methods for Improving the Detection of Hate Speech
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    Chapter 8 Performance Comparison of Machine Learning Techniques in Identifying Dementia from Open Access Clinical Datasets
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    Chapter 9 Clustering Analysis to Improve Web Search Ranking Using PCA and RMSE
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    Chapter 10 A Parallel Global TFIDF Feature Selection Using Hadoop for Big Data Text Classification
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    Chapter 11 Robust and Accurate Method for Textual Information Extraction Over Video Frames
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    Chapter 12 A Deep Learning Architecture for Profile Enrichment and Content Recommendation
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    Chapter 13 Predictive Data Analysis Model for Employee Satisfaction Using ML Algorithms
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    Chapter 14 A Novel Approach for Big Data Monetization as a Service
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    Chapter 15 Ensemble Feature Selection Method Based on Bio-inspired Algorithms for Multi-objective Classification Problem
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    Chapter 16 Automated Binary Classification of Diabetic Retinopathy by Convolutional Neural Networks
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    Chapter 17 Feature Selection and Classification Using CatBoost Method for Improving the Performance of Predicting Parkinson’s Disease
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    Chapter 18 Lean 4.0, Six Sigma-Big Data Toward Future Industrial Opportunities and Challenges: A Literature Review
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    Chapter 19 Fog Computing in the Age of Big Healthcare Data: Powering the Medical Internet of Things
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    Chapter 20 Prediction of Diabetes Using Hidden Naïve Bayes: Comparative Study
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    Chapter 21 Toward Data Warehouse Modeling in the Context of Big Data
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    Chapter 22 Internet of Things Industry 4.0 Ecosystem Based on Zigbee Protocol
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    Chapter 23 IOT Search Engines: Study of Data Collection Methods
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    Chapter 24 An Agent-Based Architecture Using Deep Reinforcement Learning for the Intelligent Internet of Things Applications
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    Chapter 25 Toward a Monitoring System Based on IoT Devices for Smart Buildings
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    Chapter 26 10 Gbps MMW UFMC-Based Backhaul with FiWi Access Network
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    Chapter 27 Toward a Real-Time Picking Errors Prevention System Based on RFID Technology
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    Chapter 28 UAV Modular Control Architecture
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    Chapter 29 Trust in IoT Systems: A Vision on the Current Issues, Challenges, and Recommended Solutions
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    Chapter 30 Review on Common IoT Communication Technologies for Both Long-Range Network (LPWAN) and Short-Range Network
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    Chapter 31 An Overview of Blockchain Consensus Algorithms: Comparison, Challenges and Future Directions
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    Chapter 32 Critical Information Infrastructure Protection Requirement for the Malaysian Public Sector
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    Chapter 33 Experimental Evaluation of the Obfuscation Techniques Against Reverse Engineering
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    Chapter 34 PassGAN for Honeywords: Evaluating the Defender and the Attacker Strategies
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    Chapter 35 Measuring the Influence of Methods to Raise the E-Awareness of Cybersecurity for Medina Region Employees
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    Chapter 36 An Improvement of the Cryptographical Implementation of Coppersmith’s Method
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    Chapter 37 A Conceptual Model for Dynamic Access Control in Hadoop Ecosystem
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    Chapter 38 Towards a Blockchain and Smart Contracts-Based Privacy Framework for Decentralized Data Processing
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    Chapter 39 VOIP in MANETs Based on the Routing Protocols OLSR and TORA
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    Chapter 40 A Survey on Network on Chip Routing Algorithms Criteria
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    Chapter 41 Modeling and Developing a Geomatics Solution for the Management of Sanitation Networks in Urban Areas: A Case Study of El Fida District of Greater Casablanca
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    Chapter 42 Networked Expertise Based on Multi-agent Systems and Ontology Design
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    Chapter 43 Overview of Mobility Management in Autonomous and Centralized Wi-Fi Architecture
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    Chapter 44 Wireless Technologies and Applications for Industrial Internet of Things: A Review
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    Chapter 45 Visual Vehicle Tracking via Deep Learning and Particle Filter
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    Chapter 46 SDNStat-Sec: A Statistical Defense Mechanism Against DDoS Attacks in SDN-Based VANET
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    Chapter 47 Smart Expiry Food Tracking System
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    Chapter 48 Toward a Real-Time Personal Protective Equipment Compliance Control System Based on RFID Technology
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    Chapter 49 Outer Weighted Graph Coloring Strategy to Mitigate the Problem of Pilot Contamination in Massive MIMO Systems
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    Chapter 50 A Comprehensive Study of Dissemination and Data Retrieval in Secure VANET-Cloud Environment
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    Chapter 51 Toward to Autonomous Broker for Virtual Network Provisioning and Monitoring
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    Chapter 52 Comparative Study on Random Traveling Wave Pulse-Coupled Oscillator Algorithm of Energy-Efficient Wireless Sensor Networks
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    Chapter 53 Impact of Inspirational Motivation on Organizational Innovation (Administrative Innovation, Process Innovation, and Product Innovation)
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    Chapter 54 Managing the Smart Grid in Free Market
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    Chapter 55 An Haptic Display for Visually Impaired Pedestrian Navigation
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    Chapter 56 GPU Parallelization for Accelerating 3D Primitive Equations of Ocean Modeling
Overall attention for this book and its chapters
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Title
Advances on Smart and Soft Computing
Published by
Springer Singapore, October 2020
DOI 10.1007/978-981-15-6048-4
ISBNs
978-9-81-156047-7, 978-9-81-156048-4
Editors

Saeed, Faisal, Al-Hadhrami, Tawfik, Mohammed, Fathey, Mohammed, Errais

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