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Intelligent Computing

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Cover of 'Intelligent Computing'

Table of Contents

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    Book Overview
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    Chapter 1 Preventing Neural Network Weight Stealing via Network Obfuscation
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    Chapter 2 Applications of Z-Numbers and Neural Networks in Engineering
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    Chapter 3 5G-FOG: Freezing of Gait Identification in Multi-class Softmax Neural Network Exploiting 5G Spectrum
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    Chapter 4 Adaptive Blending Units: Trainable Activation Functions for Deep Neural Networks
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    Chapter 5 Application of Neural Networks to Characterization of Chemical Sensors
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    Chapter 6 Application of Machine Learning in Deception Detection
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    Chapter 7 A New Approach to Estimate the Discharge Coefficient in Sharp-Crested Rectangular Side Orifices Using Gene Expression Programming
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    Chapter 8 DiaTTroD: A Logical Agent Diagnostic Test for Tropical Diseases
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    Chapter 9 A Weighted Combination Method of Multiple K-Nearest Neighbor Classifiers for EEG-Based Cognitive Task Classification
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    Chapter 10 Detection and Localization of Breast Tumor in 2D Using Microwave Imaging
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    Chapter 11 Regression Analysis of Brain Biomechanics Under Uniaxial Deformation
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    Chapter 12 Exudate-Based Classification for Detection of Severity of Diabetic Macula Edema
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    Chapter 13 Analysis and Detection of Brain Tumor Using U-Net-Based Deep Learning
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    Chapter 14 Implementation of Deep Neural Networks in Facial Emotion Perception in Patients Suffering from Depressive Disorder: Promising Tool in the Diagnostic Process and Treatment Evaluation
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    Chapter 15 Invisibility and Fidelity Vector Map Watermarking Based on Linear Cellular Automata Transform
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    Chapter 16 Implementing Variable Power Transmission Patterns for Authentication Purposes
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    Chapter 17 SADDLE: Secure Aerial Data Delivery with Lightweight Encryption
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    Chapter 18 Malware Analysis with Machine Learning for Evaluating the Integrity of Mission Critical Devices
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    Chapter 19 Enhanced Security Using Elasticsearch and Machine Learning
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    Chapter 20 Memory Incentive Provenance (MIP) to Secure the Wireless Sensor Data Stream
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    Chapter 21 Tightly Close It, Robustly Secure It: Key-Based Lightweight Process for Propping up Encryption Techniques
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    Chapter 22 Statistical Analysis to Optimize the Generation of Cryptographic Keys from Physical Unclonable Functions
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    Chapter 23 Towards an Intelligent Intrusion Detection System: A Proposed Framework
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    Chapter 24 LockChain Technology as One Source of Truth for Cyber, Information Security and Privacy
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    Chapter 25 Introduction of a Hybrid Monitor for Cyber-Physical Systems
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    Chapter 26 Software Implementation of a SRAM PUF-Based Password Manager
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    Chapter 27 Contactless Palm Vein Authentication Security Technique for Better Adoption of e-Commerce in Developing Countries
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    Chapter 28 LightGBM Algorithm for Malware Detection
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    Chapter 29 Exploiting Linearity in White-Box AES with Differential Computation Analysis
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    Chapter 30 Immune-Based Network Dynamic Risk Control Strategy Knowledge Ontology Construction
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    Chapter 31 Windows 10 Hibernation File Forensics
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    Chapter 32 Behavior and Biometrics Based Masquerade Detection Mobile Application
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    Chapter 33 Spoofed/Unintentional Fingerprint Detection Using Behavioral Biometric Features
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    Chapter 34 Enabling Paratransit and TNC Services with Blockchain Based Smart Contracts
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    Chapter 35 A Review of Cyber Security Issues in Hospitality Industry
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    Chapter 36 Extended Protocol Using Keyless Encryption Based on Memristors
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    Chapter 37 Recommendations for Effective Security Assurance of Software-Dependent Systems
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    Chapter 38 On Generating Cancelable Biometric Templates Using Visual Secret Sharing
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    Chapter 39 An Integrated Safe and Secure Approach for Authentication and Secret Key Establishment in Automotive Cyber-Physical Systems
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    Chapter 40 How Many Clusters? An Entropic Approach to Hierarchical Cluster Analysis
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    Chapter 41 Analysis of Structural Liveness and Boundedness in Weighted Free-Choice Net Based on Circuit Flow Values
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    Chapter 42 Classification of a Pedestrian’s Behaviour Using Dual Deep Neural Networks
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    Chapter 43 Towards Porting Astrophysics Visual Analytics Services in the European Open Science Cloud
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    Chapter 44 Computer Graphics-Based Analysis of Anterior Cruciate Ligament in a Partially Replaced Knee
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    Chapter 45 An Assessment Algorithm for Evaluating Students Satisfaction in e-Learning Environments: A Case Study
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    Chapter 46 The Use of New Technologies in the Organization of the Educational Process
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    Chapter 47 Design and Implementation of Cryptocurrency Price Prediction System
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    Chapter 48 Strategic Behavior Discovery of Multi-agent Systems Based on Deep Learning Technique
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    Chapter 49 Development of Prediction Methods for Taxi Order Service on the Basis of Intellectual Data Analysis
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    Chapter 50 Discourse Analysis on Learning Theories and AI
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    Chapter 51 False Asymptotic Instability Behavior at Iterated Functions with Lyapunov Stability in Nonlinear Time Series
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    Chapter 52 The Influence of Methodological Tools on the Diagnosed Level of Intellectual Competence in Older Adolescents
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    Chapter 53 The Automated Solar Activity Prediction System (ASAP) Update Based on Optimization of a Machine Learning Approach
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Title
Intelligent Computing
Published by
Springer International Publishing, September 2020
DOI 10.1007/978-3-030-52243-8
ISBNs
978-3-03-052242-1, 978-3-03-052243-8
Editors

Arai, Kohei, Kapoor, Supriya, Bhatia, Rahul

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