Proceedings of International Conference on Information Technology and Applications : ICITA 2021

著者名：Ullah, Abrar (EDT)/Anwar, Sajid (EDT)/Rocha, Álvaro (EDT)/Gill, Steve (EDT)

Springer（2022/04/21発売）

• 言語：ENG
• ISBN：9789811676178
• eISBN：9789811676185

Description

This book includes high-quality papers presented at 15th International Conference on Information Technology and Applications (ICITA 2021), held in Dubai, UAE during 13 – 14 November 2021. The book presents original research work of academics and industry professionals to exchange their knowledge of the state-of-the-art research and development in information technology and applications. The topics covered in the book are cloud computing, business process engineering, machine learning, evolutionary computing, big data analytics, internet of things and cyber-physical systems, information and knowledge management, computer vision and image processing, computer graphics and games programming, mobile computing, ontology engineering, software and systems modelling, human computer interaction, online learning / e-learning, computer networks, and web engineering.

Table of Contents

A convolutional neural network for artifacts detection in EEG data.- Real-World Protein Particle Network Reconstruction Based on Advanced Hybrid Features.- Improving Coronavirus (COVID-19) Diagnosis using Deep Transfer Learning.- Beard and Hair Detection, Segmentation and Changing Color Using Mask R-CNN.- Transfer Learning Method with Deep Residual Network for Covid-19 Diagnosis Using Chest Radiographs images.- Deep Learning Approach for COVID-19 Diagnosis Using X-Ray Images.- A hybrid approach for classifying Parkinson’s Disease from brain MRI.- Analysis of Generative Adversarial Networks for Data Driven Inverse Airfoil Design.- Deep Oversampling Technique for 4-level Acne  Classification in Imbalanced Data.- Decentralisation of FinTech Business Models.- Dynamic Offloading in Fog Computing: A Survey.- A Vietnamese Festival Preservation Application.- Knowledge Models For Software Testing In Robotics.- Performance Enhancement of SAC-OCDMA System Using an Identity Row Shifting Matrix Code.- Malware Prediction using using LSTM Networks.- Personalised Combination of Multi-source Data for User Profiling.- The teaching of technical design in technical courses in Computer Graphics at Federal Institutes of Education, Science and Technology.