Cyber Security and Computer Science Second EAI International Conference ICONCS 2020 Dhaka Bangladesh February 15 16 2020 Proceedings 1st edition by Touhid Bhuiyan, Mostafijur Rahman, Asraf Ali 3030528561 9783030528560

Cyber Security  and Computer Science Second EAI International Conference, ICONCS 2020 Dhaka, Bangladesh, February 15–16, 2020 Proceedings 1st edition by Touhid Bhuiyan, Md. Mostafijur Rahman, Md. Asraf Ali – Ebook PDF Instant Download/DeliveryISBN:  3030528561, 9783030528560 

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Product details:

ISBN-10 :  3030528561 

ISBN-13 :  9783030528560

Author :  Touhid Bhuiyan, Md. Mostafijur Rahman, Md. Asraf Ali 

This book constitutes the refereed post-conference proceedings of the Second International Conference on Cyber Security and Computer Science, ICONCS 2020, held in Dhaka, Bangladesh, in February 2020. The 58 full papers were carefully reviewed and selected from 133 submissions. The papers detail new ideas, inventions, and application experiences to cyber security systems. They are organized in topical sections on optimization problems; image steganography and risk analysis on web applications; machine learning in disease diagnosis and monitoring; computer vision and image processing in health care; text and speech processing; machine learning in health care; blockchain applications; computer vision and image processing in health care; malware analysis; computer vision; future technology applications; computer networks; machine learning on imbalanced data; computer security; Bangla language processing.

Cyber Security  and Computer Science Second EAI International Conference, ICONCS 2020 Dhaka, Bangladesh, February 15–16, 2020 Proceedings 1st Table of contents:

1. Framework for the Optimal Design of an Information System to Diagnostic the Enterprise Security Level and Management the Information Risk Based on ISO/IEC-27001
2. Performance Optimization of Layered Signature Based Intrusion Detection System Using Snort
3. Designing a New Hybrid Cryptographic Model
4. RP-DMAC: Receiver Pivotal Directional MAC with Multichannel for IoT Based WSN
5. Malware Analysis
6. Android Malware Detection by Machine Learning Apprehension and Static Feature Characterization
7. Analysis of Agent-Based and Agent-Less Sandboxing for Dynamic Malware Analysis
8. A Large-Scale Investigation to Identify the Pattern of Permissions in Obfuscated Android Malwares
9. Image Steganography and Risk Analysis on Web Applications
10. A New 8-Directional Pixel Selection Technique of LSB Based Image Steganography
11. An Enhancement of Kerberos Using Biometric Template and Steganography
12. A Vulnerability Detection Framework for CMS Using Port Scanning Technique
13. A Risk Based Analysis on Linux Hosted E-Commerce Sites in Bangladesh
14. Optimization Problems
15. T-way Strategy for (Sequence Less Input Interaction) Test Case Generation Inspired by Fish Swarm Searching Algorithm
16. Chemical Reaction Optimization for Solving Resource Constrained Project Scheduling Problem
17. A Modified Particle Swarm Optimization for Autonomous UAV Path Planning in 3D Environment
18. A New Approach to Solve Quadratic Equation Using Genetic Algorithm
19. Data Mining
20. Link Prediction on Networks Created from UEFA European Competitions
21. Sustainable Rice Production Analysis and Forecasting Rice Yield Based on Weather Circumstances Using Data Mining Techniques for Bangladesh
22. Bangladeshi Stock Price Prediction and Analysis with Potent Machine Learning Approaches
23. Machine Learning on Imbalanced Data
24. Training Data Selection Using Ensemble Dataset Approach for Software Defect Prediction
25. Prevalence of Machine Learning Techniques in Software Defect Prediction
26. Software Process Improvement Based on Defect Prevention Using Capability and Testing Model Integration in Extreme Programming
27. Predicting Fans’ FIFA World Cup Team Preference from Tweets
28. Machine Learning in Health Care
29. Machine Learning Based Recommendation Systems for the Mode of Childbirth
30. EMG-Based Classification of Forearm Muscles in Prehension Movements: Performance Comparison of Machine Learning Algorithms
31. Prediction Model for Self-assessed Health Status in Flood-Prone Area of Bangladesh
32. Machine Learning Techniques for Predicting Surface EMG Activities on Upper Limb Muscle: A Systematic Review
33. Machine Learning in Disease Diagnosis and Monitoring
34. Retrospective Analysis of Hematological Cancer by Correlating Hematological Malignancy with Occupation, Residence, Associated Infection, Knowledge and Previous Cancer History in Relatives
35. Performance Comparison of Early Breast Cancer Detection Precision Using AI and Ultra-Wideband (UWB) Bio-Antennas
36. Processing with Patients’ Statements: An Advanced Disease Diagnosis Technique
37. Non-invasive Diabetes Level Monitoring System Using Artificial Intelligence and UWB
38. Text and Speech Processing
39. An Investigation and Evaluation of N-Gram, TF-IDF and Ensemble Methods in Sentiment Classification
40. Aspect Based Sentiment Analysis in Bangla Dataset Based on Aspect Term Extraction
41. Development of a Tangent Based Robust Speech Feature Extraction Model
42. Semantic Sentence Modeling for Learning Textual Similarity Exploiting LSTM
43. Bangla Language Processing
44. A Study of fastText Word Embedding Effects in Document Classification in Bangla Language
45. A Hybrid Approach Towards Two Stage Bengali Question Classification Utilizing Smart Data Balancing Technique
46. An Empirical Framework to Identify Authorship from Bengali Literary Works
47. Supervised Machine Learning for Multi-label Classification of Bangla Articles
48. Computer Vision and Image Processing in Health Care
49. Ulcer Detection in Wireless Capsule Endoscopy Using Locally Computed Features
50. Human Age Estimation and Gender Classification Using Deep Convolutional Neural Network
51. Diagnosis of Acute Lymphoblastic Leukemia from Microscopic Image of Peripheral Blood Smear Using Image Processing Technique
52. Computer Networks
53. Analysis of Software Defined Wireless Network with IP Mobility in Multiple Controllers Domain
54. An SDN Based Distributed IoT Network with NFV Implementation for Smart Cities
55. On the Energy Efficiency and Performance of Delay-Tolerant Routing Protocols
56. Conic Programming Approach to Reduce Congestion Ratio in Communications Network
57. Future Technology Applications
58. Sightless Helper: An Interactive Mobile Application for Blind Assistance and Safe Navigation
59. IoT Based Smart Health Monitoring System for Diabetes Patients Using Neural Network
60. Parking Recommender System Using Q-Learning and Cloud Computing
61. Advanced Artistic Style Transfer Using Deep Neural Network
62. Block Chain Applications
63. Examining Usability Issues in Blockchain-Based Cryptocurrency Wallets
64. Algorithm Design, Bioinformatics and Photonics
65. Efficient Query Processing for Multidimensional Data Cubes
66. Proposal of a Highly Birefringent Bow-Tie Photonic Crystal Fiber for Nonlinear Applications
67. A Bioinformatics Analysis to Identify Hub Genes from Protein-Protein Interaction Network for Cancer and Stress
68. Innovative Automation Algorithm in Micro-multinational Data-Entry Industry
69. Computer Vision
70. Classification of Succulent Plant Using Convolutional Neural Network
71. Smoke Detection from Different Environmental Conditions Using Faster R-CNN Approach Based on Deep Neural Network
72. Convolutional Neural Networks Based Bengali Handwritten Character Recognition
73. Detection and Classification of Road Damage Using R-CNN and Faster R-CNN: A Deep Learning Appro

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