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Information Science and Applications

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Cover of 'Information Science and Applications'

Table of Contents

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    Book Overview
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    Chapter 1 Influence of Parameters on Radar Localization of Human Target Under Complex Shielding Environment
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    Chapter 2 Optimal Secured Reliable Routing Paths Identification in MANET Through Intelligent Probability Statistic Model
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    Chapter 3 Signal Properties and Integration Time of Correlator for Target Velocity Estimation
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    Chapter 4 An Enhanced Adaptive Duty Cycle Scheme for Optimum Data Transmission in Wireless Sensor Network
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    Chapter 5 A Markov Chain Based Framework for Analysis of Hierarchical Fog Computing Networks
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    Chapter 6 UAV Path Planning Based on Reinforcement Learning for Fair Resource Allocation in UAV-Relayed Cellular Networks
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    Chapter 7 A P2P Surplus Energy Trade Among Neighbors Based on Hyperledger Fabric Blockchain
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    Chapter 8 Mitigating Threats in a Corporate Network with a Taintcheck-Enabled Honeypot
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    Chapter 9 A Study on the Covariance Matrix Correction of Correlation Signal for Correct Direction Estimation in Phase Mismatch
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    Chapter 10 Research on Color Analysis of Subject Certification Platform
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    Chapter 11 A Novel Cognitive Jamming Architecture for Heterogeneous Cognitive Electronic Warfare Networks
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    Chapter 12 A Modular Agent-Based Communications Framework for Testing Prototype Autonomous Vehicles in Virtual Environments
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    Chapter 13 Understanding the Behavioral Intention to Use SaaS ERP Sub-modules Considering Perceived Enjoyment, Perceived Anxiety and Perceived System Performance
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    Chapter 14 A Flow-Based Parallel Packet Processing Approach for Core Affinity and Core Scalability
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    Chapter 15 Cloud Infrastructure Design Model for Green Smart City: Case Study of Electricity Generating Authority of Thailand
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    Chapter 16 Contact Scheduling-Based Video Streaming with Real-Time Events for Space Internet Over DTN
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    Chapter 17 The Study of Cue Point Timeline Effects on Cognitive Value Under Educational Video Mobile Learning
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    Chapter 18 Cricket Stroke Recognition Using Computer Vision Methods
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    Chapter 19 Student Emotion Recognition Using Computer Vision as an Assistive Technology for Education
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    Chapter 20 Outline-Dependent Screen-Space Ambient Occlusion
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    Chapter 21 Applying Deep Learning for the Detection of Abnormalities in Mammograms
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    Chapter 22 Dynamic Handwriting Analysis of the Character ‘Y’ for Writer Profiling Using Geometric Principles and Ratios
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    Chapter 23 Design of SelfEngine: A Lightweight Game Engine
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    Chapter 24 Waiting Time Estimation of Hydrogen-Fuel Vehicles with YOLO Real-Time Object Detection
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    Chapter 25 Eye Tracking in Framework for the Development of Games for People with Motor Disabilities
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    Chapter 26 Emotion Differentiation Based on Arousal Intensity Estimation from Facial Expressions
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    Chapter 27 End-to-End Automated Iris Segmentation Framework Using U-Net Convolutional Neural Network
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    Chapter 28 Foreign Object Detection of Transmission Lines Based on Faster R-CNN
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    Chapter 29 Perception-Based Visual Authentication Codes
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    Chapter 30 Performance Considerations of a Logging System Simultaneously with a Customer Virtual Machine in Infrastructure as a Service Cloud
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    Chapter 31 A Graphics Data Management Scheme Based on the Generic Type Converter
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    Chapter 32 Recommendations for Biometric Access Control System Deployment in a Vehicle Context in South Africa
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    Chapter 33 A Model for Context-Driven Authentication in Physical Access Control Environments
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    Chapter 34 Cryptanalysis of Kumar et al.’s Authentication Protocol for Wireless Sensor Networks
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    Chapter 35 Exploring Network Vulnerabilities for Corporate Security Operations
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    Chapter 36 An Augmented Reality Approach to Delivering a Connected Digital Forensics Training Experience
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    Chapter 37 A Risk Assessment Method for IoT Systems Using Maintainability, Safety, and Security Matrixes
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    Chapter 38 On Automated Role-Based Access Control Assessment in Enterprise Systems
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    Chapter 39 Guided Symbolic Execution in Real-World Binary Program
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    Chapter 40 Oversampling Versus Variational Autoencoders: Employing Synthetic Data for Detection of Heracleum Sosnowskyi in Satellite Images
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    Chapter 41 Development of an Adaptive Trait-Aging Invariant Face Recognition System Using Convolutional Neural Networks
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    Chapter 42 Autism Spectrum Disorder Classification in Videos: A Hybrid of Temporal Coherency Deep Networks and Self-organizing Dual Memory Approach
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    Chapter 43 Predictive Modeling of Trait-Aging Invariant Face Recognition System Using Machine Learning
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    Chapter 44 Implementation of a Respiratory Disease Forecasting Model Using LSTM for Central Taiwan
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    Chapter 45 Towards Developing a Content-Based Recommendation System for Classical Music
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    Chapter 46 An Analysis of Annual Changes on the Determining Factors for Teacher Attachment with Random Forest
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    Chapter 47 A Proposed Method Using the Semantic Similarity of WordNet 3.1 to Handle the Ambiguity to Apply in Social Media Text
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    Chapter 48 Identifying and Removing Outlier Features Using Neighborhood Rough Set
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    Chapter 49 PM2.5 Forecasting Using LSTM Sequence to Sequence Model in Taichung City
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    Chapter 50 Disguised Face Detection
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    Chapter 51 Adversarial Attack Defense Based on the Deep Image Prior Network
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    Chapter 52 Arabic-English Corpus for Cross-Language Textual Similarity Detection
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    Chapter 53 System for Analysing Big Weblog Data
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    Chapter 54 A Study on IT Security Control by Comparison of Secure Software Development Process
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    Chapter 55 Use of Conventional and Unconventional Statistical Methods in the Development of a Real Information System to Support Decision-Making Processes of Executives
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    Chapter 56 Experience of Developing a Mobile Application Using Flutter
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    Chapter 57 On Limitations of Modern Static Analysis Tools
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    Chapter 58 A Study on Thai Internet’s Clickstream Data Using Topological Data Analysis
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    Chapter 59 Applying Ontology Knowledge Representation Technology and Semantic Searching Methods to Support the Production of High Quality Longan Fruit
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    Chapter 60 Towards a Model for Serendipitous Discoveries
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    Chapter 61 A Comprehensive Study on Vehicle Collision Prevention Assistance in Malaysia
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    Chapter 62 Trust Based Intrusion Detection System to Detect Insider Attacks in IoT Systems
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    Chapter 63 Design and Implementation of Remote Controlled Robotic Arm Using GSM-Based Cell Phone for the Developing Countries
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    Chapter 64 Designing an Edge Layer for Smart Management of Large-Scale and Distributed Solar Farms
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    Chapter 65 A Study on Development of Aerial Filming Model for Revitalization of K-Boat in Leisure Sports
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    Chapter 66 Study on Sports IT Infrastructure Construction for Improving Swimming Performance
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    Chapter 67 Design and Implementation of Preprocessor for Dynamic Analysis of Sports Information
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    Chapter 68 Proposal of Elderly Exercise Plan for Healthy Ageing Using Ubiquitous Technology
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    Chapter 69 Development of Wearable Sports Helmet Model Using IoT Server Technology
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    Chapter 70 A Study on the Convergence of IT Technology for the Increase of Physical Activity
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    Chapter 71 Development of Curriculum Model Using ICT Content
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    Chapter 72 A Study on Smart Homecare for Daily Living Ability and Safety Management of the Elderly
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    Chapter 73 An Economic Analysis of Care-Management System for Multicultural Families Based on Digital Ethnography
Attention for Chapter 21: Applying Deep Learning for the Detection of Abnormalities in Mammograms
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Chapter title
Applying Deep Learning for the Detection of Abnormalities in Mammograms
Chapter number 21
Book title
Information Science and Applications
Published by
Springer, Singapore, January 2020
DOI 10.1007/978-981-15-1465-4_21
Book ISBNs
978-9-81-151464-7, 978-9-81-151465-4
Authors

Steven Wessels, Dustin van der Haar, Wessels, Steven, van der Haar, Dustin

Mendeley readers

Mendeley readers

The data shown below were compiled from readership statistics for 11 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 11 100%

Demographic breakdown

Readers by professional status Count As %
Student > Ph. D. Student 4 36%
Student > Master 3 27%
Other 1 9%
Student > Bachelor 1 9%
Unknown 2 18%
Readers by discipline Count As %
Computer Science 4 36%
Nursing and Health Professions 1 9%
Mathematics 1 9%
Medicine and Dentistry 1 9%
Design 1 9%
Other 0 0%
Unknown 3 27%