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Computing Science, Communication and Security

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Table of Contents

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    Book Overview
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    Chapter 1 Applications of Classical and Deep Learning Techniques for Polar Bear Detection and Recognition from Aero Photography
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    Chapter 2 Floor Plan Recognition and Vectorization Using Combination UNet, Faster-RCNN, Statistical Component Analysis and Ramer-Douglas-Peucker
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    Chapter 3 Predicting Passenger Flow in BTS and MTS Using Hybrid Stacked Auto-encoder and Softmax Regression
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    Chapter 4 Deep Recurrent Neural Network with Tanimoto Similarity and MKSIFT Features for Medical Image Search and Retrieval
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    Chapter 5 Demystifying Computational Techniques Used to Diagnose Tuberculosis
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    Chapter 6 Indian Currency Recognition from Live Video Using Deep Learning
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    Chapter 7 Optimization of Driving Efficiency for Pre-determined Routes: Proactive Vehicle Traffic Control
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    Chapter 8 Emotion Classification with Reduced Feature Set SGDClassifier, Random Forest and Performance Tuning
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    Chapter 9 Melanoma Detection Using HSV with SVM Classifier and De-duplication Technique to Increase Efficiency
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    Chapter 10 Cyber Intrusion Detection Using Machine Learning Classification Techniques
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    Chapter 11 Prediction of Lung Cancer Using Machine Learning Classifier
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    Chapter 12 A Rule-Based Expert System to Assess Coronary Artery Disease Under Uncertainty
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    Chapter 13 Multiclass MI-Task Classification Using Logistic Regression and Filter Bank Common Spatial Patterns
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    Chapter 14 A New Channel-Aware Downlink Scheduling Algorithm for LTE-A and 5G HetNets
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    Chapter 15 Ponte Message Broker Bridge Configuration Using MQTT and CoAP Protocol for Interoperability of IoT
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    Chapter 16 ITS Based OBU: A Fallback Mechanism in Vehicular Ad-Hoc Network
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    Chapter 17 Design of a Network with VANET Sporadic Cloud Computing Applied to Traffic Accident Prevention
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    Chapter 18 Management System for Optimizing Public Transport Networks: GPS Record
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    Chapter 19 Coordinator Controller Election Algorithm to Provide Failsafe Through Load Balancing in Distributed SDN Control Plane
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    Chapter 20 Signature Based Malicious Behavior Detection in Android
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    Chapter 21 A Method for Malware Detection in Virtualization Environment
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    Chapter 22 Crime Prediction Using Spatio-Temporal Data
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    Chapter 23 Color Image Watermarking in Encryption Domain
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    Chapter 24 Malware Detection Framework Using PCA Based ANN
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    Chapter 25 A New Approach to Solve Job Sequencing Problem Using Dynamic Programming with Reduced Time Complexity
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    Chapter 26 Optimizing Complexity of Quick Sort
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    Chapter 27 Software Project Planning Through Comparison of Bio-inspired Algorithms
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Title
Computing Science, Communication and Security
Published by
Springer Singapore, September 2020
DOI 10.1007/978-981-15-6648-6
ISBNs
978-9-81-156647-9, 978-9-81-156648-6
Editors

Chaubey, Nirbhay, Parikh, Satyen, Amin, Kiran

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