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ORCIDDaSET 2022: Virtual Event
- Yap Bee Wah, Michael W. Berry, Azlinah Mohamed, Dhiya Al-Jumeily
:
Data Science and Emerging Technologies - Proceedings of DaSET 2022, Virtual Event, 20-21 December, 2022. Lecture Notes on Data Engineering and Communications Technologies 165, Springer 2023, ISBN 978-981-99-0740-3
Artificial Intelligence
- Yazan Alaya Al-Khassawneh, Essam Said Hanandeh, Sattam Almatarneh:
Extractive Text Summarization Using Syntactic Sub-graph Models. 3-17 - Rizka Shinta Wulandari, Casi Setianingsih, Purba Daru Kusuma:
Analysis of Big Five Personality Factors to Determine the Appropriate Type of Career Using the C4.5 Algorithm. 18-36 - Shatheesh Kumar Govindarajulu, Megan Watson, Sulaf Assi, Manoj Jayabalan, Panagiotis Liatsis, Jamila Mustafina, Normaiza Mohamad, Kdasy Al-Muni, Dhiya Al-Jumeily Obe:
Predicting Disaster Type from Social Media Imagery via Deep Neural Networks Directed by Visual Attention. 37-51 - Veronica S. Jamilat, Nur Hurriyatul Huda Abdullah Sani, Nur Aziha Mansor Noordin, Tengku Noradilah Tengku Jalal, Sasongko Yudho:
Dissemination Management for Official Statistics Using Artificial Intelligence-Based Media Monitoring. 52-64
Computational Vision
- Danny Ngo Lung Yao, Abdullah Bade, Iznora Aini Zolkifly, Paridah Daud:
A Naive but Effective Post-processing Approach for Dark Channel Prior (DCP). 67-76 - Nik Amnah Shahidah Abdul Aziz, Muhammad Firdaus Mustapha, Siti Haslini Ab Hamid:
COVID-19 Face Mask Classification Using Deep Learning. 77-91 - Muhammad Firdaus Mustapha, Nur Maisarah Mohamad, Siti Haslini Ab Hamid:
Gender Classification Using CNN Transfer Learning and Fine-Tuning. 92-102 - Mohamad Khairul Naim Zulkifli, Paridah Daud, Normaiza Mohamad:
Multi Language Recognition Translator App Design Using Optical Character Recognition (OCR) and Convolutional Neural Network (CNN). 103-116 - Aditi Jain, Matthew Harper, Manoj Jayabalan, Jamila Mustafina, Wasiq Khan, Panagiotis Liatsis, Noor Lees Ismail, Dhiya Al-Jumeily:
Autonomous Driving Through Road Segmentation Based on Computer Vision Techniques. 117-128
Cybersecurity
- Mohammed Fahad Alghenaim, Nur Azaliah Abu Bakar, Fiza Abdul Rahim, Vanye Zira Vanduhe, Gamal Alkawsi:
Phishing Attack Types and Mitigation: A Survey. 131-153 - Mohammad Ali Nassiri Abrishamchi, Anazida Zainal:
Review of Smart Home Privacy-Protecting Strategies from a Wireless Eavesdropping Attack. 154-167 - Abdulrahman Mohammed Aqel Assaggaf, Bander Ali Al-Rimy, Noor Lees Ismail, Abdulaziz Al-Nahari:
Development of Graph-Based Knowledge on Ransomware Attacks Using Twitter Data. 168-183
Big Data Analytics
- Alfredo Cuzzocrea:
BigMDHealth: Supporting Multidimensional Big Data Management and Analytics over Big Healthcare Data via Effective and Efficient Multidimensional Aggregate Queries over Key-Value Stores. 187-194 - Mohamad Fairul Hussein, Paridah Daud, Omar Musa, Normaiza Mohamad, Noor Lees Ismail:
Design and Implementation of Data Warehouse Solution at Kumpulan Wang Persaraan (KWAP). 195-208 - Saravanan Murugan, Sulaf Assi, Abbas Saad Alatrany, Manoj Jayabalan, Panagiotis Liatsis, Jamila Mustafina, Abdullah Al-Hamid, Maitham G. Yousif, Ahmed Kaky, Danny Ngo Lung Yao, Dhiya Al-Jumeily Obe:
Consumer Behavior Prediction During Covid-19 Pandemic Conditions Using Sentiment Analytics. 209-221 - N. G. Meng Seng, Abdulaziz Al-Nahari, Noor Azma Ismail, Azlin Ahmad:
Big Data Application on Prediction of HDD Manufacturing Process Performance. 222-236 - Wan Ahmad Ridhuan Wan Jaafar, Mazliana Mustapa, Fatin Ezzati Mohd Aris, Noradilah Adnan, Ahmad Najmi Ariffin:
Visualising Economic Situation Through Malaysia Economic Recovery Dashboard (MERD). 237-249
Machine/Deep Learning
- Abdulrazak Yahya Saleh, Ros Ameera Rosdi:
Lung Nodules Classification Using Convolutional Neural Network with Transfer Learning. 253-265 - Kevin Agung Fernanda Rifki, Kartika Fithriasari:
Plant Growth Phase Classification Using Deep Neural Network (Case Study of ASF in Poso District, Central Sulawesi Province). 266-281 - Irfanul Arifa, Annisa Aditsania, Isman Kurniawan:
The Implementation of Genetic Algorithm-Ensemble Learning on QSAR Study of Diacylglycerol Acyltransferase-1(DGAT1) Inhibitors as Anti-diabetes. 282-292 - Zul Hilmi Abdullah, Waidah Ismail, Lailatul Qadri Zakaria, Shaharudin Ismail, Azizi Abdullah:
Classification of Exercise Game Data for Rehabilitation Using Machine Learning Algorithms. 293-304 - Sufyan Almajali:
SDDLA: A New Architecture for Secured Decentralized Distributed Learning. 305-315 - Arav Kumar, Gabriel Nasrallah:
Gated Memory Unit: A Novel Recurrent Neural Network Architecture for Sequential Analysis. 316-328 - Mohammad Nasir Abdullah, Bee Wah Yap, Nik Nur Fatin Fatihah Sapri, Wan Fairos Wan Yaacob:
Multi-class Classification for Breast Cancer with High Dimensional Microarray Data Using Machine Learning Classifier. 329-342 - Ravikanth Lolla, Matthew Harper, Jan Lunn, Jamila Mustafina, Jolnar Assi, Chong Kim Loy, Dhiya Al-Jumeily Obe:
Machine Learning Techniques for Predicting Risks of Late Delivery. 343-356 - Snigdha Chakraborty, Megan Wilson, Sulaf Assi, Abdullah Al-Hamid, Maitham Alamran, Abdulaziz Al-Nahari, Jamila Mustafina, Jan Lunn, Dhiya Al-Jumeily Obe:
Quora Insincere Questions Classification Using Attention Based Model. 357-372 - Aniket Verma, Matthew Harper, Sulaf Assi, Abdullah Al-Hamid, Maitham G. Yousif, Jamila Mustafina, Noor Azma Ismail, Dhiya Al-Jumeily Obe:
Suicide Ideation Detection: A Comparative Study of Sequential and Transformer Hybrid Algorithms. 373-387 - Rhul Talreja, Thomas Coombs, Sulaf Assi, Noor Azma Ismail, Manoj Jayabalan, Panagiotis Liatsis, Mohamed Mahyoub, Abdullah Al-Hamid, Hoshang Kolivand:
Well Log Data Preparation and Effective Utilization of Drilling Parameters Using Data Science Based Approaches. 388-402 - Saranga Veeramangal Hebbar, Basheera M. Mahmmod, Iznora Aini Zolkifly, Abdulaziz Al-Nahari, Sadiq H. Abdulhussain:
Deep Learning-Based Approach for Classifying the Severity of Metal Corrosion Using Sem Images. 403-418 - Rahul Sahai, Ali Al-Ataby, Sulaf Assi, Manoj Jayabalan, Panagiotis Liatsis, Chong Kim Loy, Abdullah Al-Hamid, Sahar Al-Sudani, Maitham Alamran, Hoshang Kolivand:
Insurance Risk Prediction Using Machine Learning. 419-433 - Saket Satpute, Manoj Jayabalan, Hoshang Kolivand, Jolnar Assi, Omar A. Aldhaibani, Panagiotis Liatsis, Paridah Daud, Ali Al-Ataby, Wasiq Khan, Ahmed Kaky, Sahar Al-Sudani, Mohamed Mahyoub:
Loan Default Forecasting Using StackNet. 434-447
Statistical Learning
- Wan Zakiyatussariroh Wan Husin, Aina Nafisya Suhaimi, Nur Shuhaila Meor Zambri, Muhammad Azri Aminudin, Nor Azima Ismail:
Neural Network Autoregressive Model for Forecasting Malaysia Under-5 Mortality. 451-464 - Supriadi Hia, Heri Kuswanto, Dedy Dwi Prastyo:
Robustness of Support Vector Regression and Random Forest Models: A Simulation Study. 465-479 - Abdullah Sonhaji, Sapto W. Indratno, Kurnia Novita Sari, Adi Pancoro, Ernawati Arifin Giri-Rachman, Udjianna S. Pasaribu, Susi Setiyowati:
The Impact of Restricting Community Activities on COVID-19 Transmission: A Case Study in Sumatra Island, Indonesia. 480-493 - Wahyu Wibowo, Amri Muhaimin, Shuzlina Abdul Rahman:
Predicting Internet Usage for Digital Finance Services: Multitarget Classification Using Vector Generalized Additive Model with SMOTE-NC. 494-504
Text Mining and Classification
- Nik Siti Madihah Nik Mangsor, Syerina Azlin Md Nasir, Shuzlina Abdul-Rahman, Zurina Ismail:
Identifying Topic Modeling Technique in Evaluating Textual Datasets. 507-521 - Thanaporn Jinnovart, Chidchanok Lursinsap:
Y-X-Y Encoding for Identifying Types of Sentence Similarity. 522-534 - Ranjita Kumari Biswal Lenka, Thomas Coombs, Sulaf Assi, Manoj Jayabalan, Jamila Mustafina, Panagiotis Liatsis, Abdullah Al-Hamid, Sahar Al-Sudani, Noor Lees Ismail, Dhiya Al-Jumeily Obe:
Evaluation of Extractive and Abstract Methods in Text Summarization. 535-546
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