Data Science and Emerging Technologies

Part I: Artificial Intelligence.- Extractive Text Summarization Using Syntactic Sub- Graph Models.- Analysis of Big Five Personality Factors to determine the Appropriate Type of Career using the C4.5 Algorithm.- Predicting Disaster Type from Social Media Imagery via Deep Neural Networks Directed by Visual Attention.- Dissemination Management for Official Statistics Using Artificial Intelligence-Based Media Monitoring.- Part II: Computational Vision.- A Naive but Effective Post-Processing Approach for Dark Channel Prior (DCP).- COVID-19 Face Mask Classification Using Deep Learning.- Gender Classification Using Transfer Learning and Fine-Tuning.- Multi-Language Recognition Translator by Using the Convolutional Neural Network (CNN) Algorithm and Optical Character Recognition (OCR).- Autonomous Driving Through Road Segmentation Based on Computer Vision Techniques.- Part III: Cybersecurity.- Phishing Attack Types and Mitigation: A Survey.- A Review of Privacy Protection Methods for Smart Homes Against Wireless Snooping Attack.- Development of Graph-Based Knowledge on Ransom-Ware Attacks Using Twitter Data.- Part IV: Big Data Analytics.- BigMDHealth: Supporting Multidimensional Big Data Management and Analytics over Big Healthcare Data via Effective and Efficient Multidimensional Aggregate Queries over Key-Value Stores (Prof Alredo's paper).- Design and Implementation of Data Warehouse Solution at Kumpulan Wang Persaraan (KWAP).- Consumer Behavior Prediction During Covid-19 Pandemic Conditions Using Sentiment Analytics.- Big Data Application on Prediction of HDD Manufacturing Process Performance.- Visualising Economic Situation Through Malaysia Economic Recovery Dashboard (MERD).- Part V: Machine/Deep Learning.- Lung Nodules Classification Using Convolutional Neural Network with Transfer Learning.- Plant Growth Phase Classification Using Deep Neural Network.- The Implementation of Genetic Algorithm-Ensemble Learning on QSAR Study of Diacylglycerol Acyltransferase-1(DGAT1)Inhibitors as Anti-Diabetes.- Classification of Exercise Game Data for Rehabilitation Using Machine Learning Algorithms.- SDDLA: A New Architecture for Secured Decentralized Distributed Learning.- Gated Memory Unit: A Novel Recurrent Neural Network Architecture for Sequential Analysis.- Multi-Class Classification for Breast Cancer with High Dimensional Microarray Data Using Machine Learning Classifier.- Predicting Risks of Late Delivery to Online Shopping Customers Using Machine Learning Techniques.- Quora Insincere Questions Classification Using Attention Based Model.- Suicide Ideation Detection: A Comparative Study of Sequential and Transformer Hybrid Algorithms.- Well Log Data Preparation and Effective Utilization of Drilling Parameters Using Data Science Based Approaches.- Deep Learning-Based Approach for Classifying the Severity of Metal Corrosion Using SEM Images.- Insurance Risk Prediction Using Machine Learning.- Loan Default Forecasting Using StackNet.- Part VI: Statistical Learning.- Neural Network Autoregressive Model for Forecasting Malaysia Under-5 Mortality.- Robustness of Support Vector Regression and Random Forest Models: A Simulation Study.- The Impact of Restrictions Community Activities on COVID-19 Transmission: A Case Study in Sumatra Island, Indonesia.- Predicting Internet Usage for Digital Finance Services: Multitarget Classification Using Vector Generalized Additive Model with SMOTE-NC.- Part VII: Text Mining and Classification.- Identifying Topic Modeling Technique in Evaluating Textual Datasets.- Y-X-Y Encoding for Identifying Types of Sentence Similarity.- Evaluation of Extractive and Abstract Methods in Text Summarization<br>