Computing Science Communication and Security First International Conference COMS2 2020 Gujarat India March 26 27 2020 Revised Selected Papers and Information Science 1235 Band 1235 Nirbhay Chaubey (Editor)

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Product details:

• ISBN-10: 981156647X
• ISBN-13: 978-9811566479
• Author: Nirbhay Chaubey, Satyen Parikh, Kiran Amin 

This book constitutes revised selected papers of the First International Conference on Computing Science, Communication and Security, COMS2 2020, held in March 2020. Due to the COVID-19 pandemic the conference was held virtually.
The 26 full papers and 1 short paper were thoroughly reveiwed and selected from 79 submissions. Papers are organised according to the topical sections on artificial intelligence and machine learning; network, communication and security; computing science.

Table of contents:

1. Artificial Intelligence and Machine Learning
2. Applications of Classical and Deep Learning Techniques for Polar Bear Detection and Recognition from Aero Photography
3. Floor Plan Recognition and Vectorization Using Combination UNet, Faster-RCNN, Statistical Component Analysis and Ramer-Douglas-Peucker
4. Predicting Passenger Flow in BTS and MTS Using Hybrid Stacked Auto-encoder and Softmax Regression
5. Deep Recurrent Neural Network with Tanimoto Similarity and MKSIFT Features for Medical Image Search and Retrieval
6. Demystifying Computational Techniques Used to Diagnose Tuberculosis
7. Indian Currency Recognition from Live Video Using Deep Learning
8. Emotion Classification with Reduced Feature Set SGDClassifier, Random Forest and Performance Tuning
9. Melanoma Detection Using HSV with SVM Classifier and De-duplication Technique to Increase Efficiency
10. Cyber Intrusion Detection Using Machine Learning Classification Techniques
11. Prediction of Lung Cancer Using Machine Learning Classifier
12. A Rule-Based Expert System to Assess Coronary Artery Disease Under Uncertainty
13. Multiclass MI-Task Classification Using Logistic Regression and Filter Bank Common Spatial Patterns
14. Network, Communication and Security
15. A New Channel-Aware Downlink Scheduling Algorithm for LTE-A and 5G HetNets
16. Ponte Message Broker Bridge Configuration Using MQTT and CoAP Protocol for Interoperability of IoT
17. ITS Based OBU: A Fallback Mechanism in Vehicular Ad-Hoc Network
18. Coordinator Controller Election Algorithm to Provide Failsafe Through Load Balancing in Distributed SDN Control Plane
19. Signature Based Malicious Behavior Detection in Android
20. A Method for Malware Detection in Virtualization Environment
21. Crime Prediction Using Spatio-Temporal Data
22. Color Image Watermarking in Encryption Domain
23. Malware Detection Framework Using PCA Based ANN
24. Computing Science
25. A New Approach to Solve Job Sequencing Problem Using Dynamic Programming with Reduced Time Complexity
26. Optimizing Complexity of Quick Sort

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