Cyber Security and Computer Science: Second Eai International Conference, Iconcs 2020, Dhaka, Bangladesh, February 15-16, 2020, Proceedings

ISBN-13: 9783030528553 / Angielski / Miękka / 2020 / 745 str.

Touhid Bhuiyan; MD Mostafijur Rahman; MD Asraf Ali

Spis treści

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 the Mode 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.