Cyber Security and Computer Science (eBook, PDF)

Second EAI International Conference, ICONCS 2020, Dhaka, Bangladesh, February 15-16, 2020, Proceedings
Redaktion: Bhuiyan, Touhid; Ali, Md. Asraf; Rahman, Md. Mostafijur

• Format: PDF

Produktbeschreibung

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.

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Produktdetails

• Verlag: Springer Nature Switzerland
• Seitenzahl: 745
• Erscheinungstermin: 29. Juli 2020
• Englisch
• ISBN-13: 9783030528560
• Artikelnr.: 59896091

Inhaltsangabe

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.- Performance Optimization of Layered SignatureBased Intrusion Detection System Using Snort.- Designing A New Hybrid Cryptographic Model RP-DMAC: Receiver Pivotal Directional MAC with Multichannel for IoT Based WSN.- Android Malware Detection by Machine Learning Apprehension and Static Feature Characterization.- Analysis of Agent-based & Agent-less Sandboxing for Dynamic Malware Analysis.- A Large Scale Investigation to Identify the Pattern of Permissions in Obfuscated Android Malwares.- A New 8-Directional Pixel Selection Technique of LSB.- An Enhancement of Kerberos Using BiometricTemplate and Steganography.- A Vulnerability Detection Framework for CMS Using Port Scanning Technique.- A Risk Based Analysis on Linux Hosted E-Commerce.- T-way Strategy for (Sequence less Input Interaction).- Test Case Generation Inspired by Fish Swarm Searching Algorithm.- Chemical Reaction Optimization for Solving Resource Constrained Project Scheduling Problem.- A Modified Particle Swarm Optimization for Autonomous UAV Path Planning in 3D Environment.- A New Approach to Solve Quadratic Equation Using Genetic Algorithm.- Link Prediction on Networks Created from UEFA European Competitions.- Sustainable Rice Production Analysis and Forecasting Rice Yield Based on Weather Circumstances Using Data Mining Techniques for Bangladesh.- Bangladeshi Stock Price Prediction and Analysis with Potent Machine Learning Approaches.- Training Data Selection Using Ensemble Dataset Approach for Software Defect Prediction.- Prevalence of Machine Learning Techniques in Software Defect Prediction.- Software Process Improvement based on Defect Prevention using Capability and Testing Model Integration in Extreme Programming.- Predicting Fans' FIFA World Cup Team Preference from Tweets.- Machine Learning Based Recommendation Systems for theMode of Childbirth.- EMG-based Classification of Forearm Muscles in Prehension Movements: Performance Comparison of Machine Learning Algorithms.- Prediction Model for Self-Assessed Health Status in Flood-Prone Area of Bangladesh.- Machine learning techniques for predicting surface EMG activities on upper limb muscle: A systematic review.- Retrospective Analysis of Hematological Cancer by Correlating Hematological Malignancy with Occupation, Residence, Associated Infection, Knowledge and Previous Cancer History in Relatives.- Performance Comparison of Early Breast Cancer Detection Precision Using AI and Ultra-wideband (UWB) Bio-Antennas.- Processing with Patients' Statement: An Advanced Disease Diagnosis Technique.- Non-Invasive Diabetes Level Monitoring System using Artificial Intelligence and UWB.- An Investigation and Evaluation of N-Gram, TF-IDF and Ensemble Methods in Sentiment Classification.- Aspect Based Sentiment Analysis In Bangla Dataset Based On Aspect Term Extraction.- Development of a Tangent Based Robust Speech Feature Extraction Model.- Semantic Sentence Modeling for Learning Textual Similarity Exploiting LSTM.- A Study of fastText Word Embedding Effects in Document Classification in Bangla Language.- A Hybrid Approach Towards Two Stage Bengali Question.- Classification Utilizing Smart DataBalancing Technique.- An Empirical Framework to Identify Authorship from Bengali Literary Works.- Supervised Machine Learning for Multi-Label Classification of Bangla Articles.- Ulcer Detection in Wireless Capsule Endoscopy Using Locally Computed Features.- Human Age Estimation And Gender Classification Using Deep Conolutional Neural Network.- Diagnosis of Acute Lymphoblastic Leukemia from Microscopic Image of Peripheral Blood Smear Using Image Processing Technique.- Analysis of Software Defined Wireless Network with IP Mobility in Multiple Controllers Domain.- An SDN Based Distributed IoT Network with NFV Implementation for Smart Cities.- On the Energy Efficiency and Performance of DelayTolerant.- Conic Programming Approach to Reduce Congestion.- Sightless Helper: An Interactive Mobile Application for Blind Assistance and Safe Navigation.- IoT Based Smart Health Monitoring System for Diabetes Patients using Neural Network.- Parking Recommender System Using Q-Learning and Cloud Computing.- Advanced Artistic Style Transfer Using Deep Neural Network.- Examining Usability Issues in Blockchain-Based Cryptocurrency Wallets.- Efficient Query Processing for Multidimensional Data Cubes.- Proposal of a Highly Birefringent Bow-Tie Photonic Crystal Fiber for Nonlinear Applications.- A Bioinformatics Analysis to Identify Hub Genes from Protein-Protein Interaction Network for Cancer and Stress.- Innovative Automation Algorithm in Micro-multinational Data-entry Industry.- Classification of Succulent Plant using Convolutional Neural Network.- Smoke Detection from Different Environmental Conditions using Faster R-CNN Approach Based on Deep Neural Network.- Convolutional Neural Networks Based Bengali Handwritten Character Recognition.- Detection and Classification of Road Damage Using R-CNN and Faster R-CNN: A Deep Learning Approach.