Quora Insincere Questions Classification Using Attention Based Model. - Snigdha Chakraborty; Megan Wilson; Sulaf Assi; Abdullah Al-Hamid; Maitham Alamran; Abdulaziz Al-Nahari; Jamila Mustafina; Jan Lunn; Dhiya Al-Jumeily Obe (DaSET, 2022)

Predicting Disaster Type from Social Media Imagery via Deep Neural Networks Directed by Visual Attention. - Shatheesh Kumar Govindarajulu; Megan Watson; Sulaf Assi; Manoj Jayabalan; Panagiotis Liatsis; Jamila Mustafina; Normaiza Mohamad; Kdasy Al-Muni; Dhiya Al-Jumeily Obe (DaSET, 2022)

Evaluation of Extractive and Abstract Methods in Text Summarization. - 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 (DaSET, 2022)

Consumer Behavior Prediction During Covid-19 Pandemic Conditions Using Sentiment Analytics. - 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 (DaSET, 2022)

Insurance Risk Prediction Using Machine Learning. - Rahul Sahai; Ali Al-Ataby; Sulaf Assi; Manoj Jayabalan; Panagiotis Liatsis; Chong Kim Loy; Abdullah Al-Hamid; Sahar Al-Sudani; Maitham Alamran; Hoshang Kolivand (DaSET, 2022)

Well Log Data Preparation and Effective Utilization of Drilling Parameters Using Data Science Based Approaches. - Rhul Talreja; Thomas Coombs; Sulaf Assi; Noor Azma Ismail; Manoj Jayabalan; Panagiotis Liatsis; Mohamed Mahyoub; Abdullah Al-Hamid; Hoshang Kolivand (DaSET, 2022)

Suicide Ideation Detection: A Comparative Study of Sequential and Transformer Hybrid Algorithms. - Aniket Verma; Matthew Harper; Sulaf Assi; Abdullah Al-Hamid; Maitham G. Yousif; Jamila Mustafina; Noor Azma Ismail; Dhiya Al-Jumeily Obe (DaSET, 2022)

Level 6 students' performance in mathematics at a school. - Rawaa Al-Jumeily; Sulaf Assi; Hoshang Kolivand; Abdullah Al-Hamid; Thar Baker; Dhiya Al-Jumeily (IEEE DataPort, 2022)

Evaluation of Machine Learning Algorithms for Early Prediction of Liver Disease. - Sushmitha Geddam; Sulaf Assi; Hadi Naghavipour; Manoj Jayabalan; Abdullah Al-Hamid; Dhiya Al-Jumeily Obe (DaSET, 2023)

Application of Deep Learning Algorithms to Terahertz Images for Detection of Concealed Objects. - Soumen Sardar; Sulaf Assi; Iznora Aini Zolkifly; Manoj Jayabalan; Manea Alsaleem; Ammar H. Mohammed; Dhiya Al-Jumeily Obe (DaSET, 2023)

Identification of authentic and counterfeit Viagra tablets using near-infrared spectroscopic methods and machine learning algorithms. - Sarah Rowlands; Dhiya Al-Jumeily; Sulaf Assi (DeSE, 2023)

Use of Raman and Fourier Transform Infrared Spectroscopy as a Quality Control of 3D printed Linalool Fast Dissolving Oral Films. - Molly Thompson; Sulaf Assi; Dhiya Al-Jumeily Obe; Alice Patricia McCloskey; Satyajit D. Sarker; Leung Tang; Fazreelia Abu Mohamed; Megan Wilson; Touraj Ehtezazi (DeSE, 2023)

Exploring the authentication of COVID-19 vaccines using Surface-enhanced handheld Raman spectroscopy (SERS) equipped with orbital Raster scattering and machine learning. - Megan Watson; Dhiya Al-Jumeily; Jason Birkett; Iftikhar Khan; Sulaf Assi (DeSE, 2023)

Palm-sized Near-Infrared Spectroscopy and Machine Learning Analytics for the Detection of Endogenous Constituents and Drugs in Human Fingernails. - Megan Wilson; Dhiya Al-Jumeily Obe; Ismail Abbas; Iftikhar Khan; Jason Birkett; Leung Tang; Sulaf Assi (DeSE, 2023)

Identification of Diagnostic Biomarkers for Cardiovascular Diseases and Diabetes Mellitus Through Raman Spectroscopy and Machine Learning Algorithms. - Megan Wilson; Dhiya Al-Jumeily Obe; Ismail Abbas; Iftikhar Khan; Jason Birkett; Leung Tang; Sulaf Assi (DeSE, 2023)

Artificial Intelligence and Advanced Technologies for Managing Iraqi water Resources. - Sulaf Assi; Wasiq Khan; Dhiya Al-Jumeily Obe (DeSE, 2024)

Evaluating Handheld Spectroscopic Techniques and Machine Learning Algorithms. - Jade Bradbury; Thomas Coombs; Dhiya Al-Jumeily Obe; Jason Birkett; Sulaf Assi (DeSE, 2024)

Identification of Cosmetics Using Near-Infrared Spectroscopy. - Jordan Thomas; Sarah Rowlands; Dhiya Al-Jumeily Obe; Tilak Ginige; Sulaf Assi (DeSE, 2024)

Comparing surface-enhanced Raman spectroscopy and Raman microscopy with machine learning for the authentication of Covid-19 vaccines. - Megan Watson; Dhiya Al-Jumeily Obe; Jason Birkett; Iftikhar Khan; Matthew Harper; Sulaf Assi (DeSE, 2024)

Using Near-Infrared Spectroscopy and Machine Learning Algorithms for the Detection of Cardiovascular Diseases and Diabetes Mellitus in Fingernails. - Megan Wilson; Dhiya Al-Jumeily Obe; Ismail Abbas; Iftikhar Khan; Jason Birkett; Matthew Harper; Sulaf Assi (DeSE, 2024)