Improved Variable Precision Rough Set Model and its Application to Distance Learning. - Ayad R. Abbas; Juan Liu 007; Safaa O. Mahdi (CIS, 2007)

Modeling network attacks for scenario construction. - Safaa O. Al-Mamory; Hongli Zhang 001; Ayad R. Abbas (IJCNN, 2008)

IDS alarms reduction using data mining. - Safaa O. Al-Mamory; Hongli Zhang 001; Ayad R. Abbas (IJCNN, 2008)

Personalized SCORM Learning Experience Based on Rating Scale Model. - Ayad R. Abbas; Juan Liu 007 (ISNN (1), 2009)

Supporting E-Learning System with Modified Bayesian Rough Set Model. - Ayad R. Abbas; Juan Liu 007 (ISNN (2), 2009)

Design E-learning Recommendation System Using PIRT and VPRS Model. - Ayad R. Abbas; Juan Liu 007 (WISM, 2009)

Designing an intelligent recommender system using partial credit model and bayesian rough set. - Ayad R. Abbas; Juan Liu (Int. Arab J. Inf. Technol., 2012)

Classifying Political Arabic Articles Using Support Vector Machine with Different Feature Extraction. - Dhafar Hamed Abd; Ahmed Tariq Sadiq; Ayad R. Abbas (ACRIT, 2019)

Political Articles Categorization Based on Different Naïve Bayes Models. - Dhafar Hamed Abd; Ahmed Tariq Sadiq; Ayad R. Abbas (ACRIT, 2019)

NERWS: Towards Improving Information Retrieval of Digital Library Management System Using Named Entity Recognition and Word Sense. - Ahmed Aliwy; Ayad R. Abbas; Ahmed Alkhayyat 001 (Big Data Cogn. Comput., 2021)

Breast and Lung Anticancer Peptides Classification Using N-Grams and Ensemble Learning Techniques. - Ayad R. Abbas; Bashar Saadoon Mahdi; Osamah Younus Fadhil (Big Data Cogn. Comput., 2022)

Intelligent Security Model for Password Generation and Estimation Using Hand Gesture Features. - Bashar Saadoon Mahdi; Mustafa Jasim Hadi; Ayad R. Abbas (Big Data Cogn. Comput., 2022)

A Hybrid Artistic Model Using Deepy-Dream Model and Multiple Convolutional Neural Networks Architectures. - Lafta R. Al-Khazraji; Ayad R. Abbas; Abeer S. Jamil; Abir Jaafar Hussain (IEEE Access, 2023)

Human Action Behavior Recognition in Still Images with Proposed Frames Selection Using Transfer Learning. - Mohammed T. Abdulhadi; Ayad R. Abbas (Int. J. Online Biomed. Eng., 2023)

Effect of Changing Targeted Layers of the Deep Dream Technique Using VGG-16 Model. - Lafta R. Al-Khazraji; Ayad R. Abbas; Abeer S. Jamil (Int. J. Online Biomed. Eng., 2023)

Intelligent Gesture-Enhanced Blockchain Voting: A New Era of Secure and Accessible E-Voting. - Wisam Ali Mahmood; Jumana Waleed; Ayad R. Abbas; Haya Alaskar; May Altulyan; Abir Jaafar Hussain (IEEE Access, 2024)

Employing the concept of stacking ensemble learning to generate deep dream images using multiple CNN variants. - Lafta R. Al-Khazraji; Ayad R. Abbas; Abeer S. Jamil; Zahraa Saddi Kadhim; Wissam Alkhazraji; Sabah Abdulazeez Jebur; Bassam Noori Shaker; Mohammed Abdallazez Mohammed; Mohanad A. Mohammed; Basim Mohammed Al-Araji; Abdulkareem Z. Mohmmed; Wasiq Khan; et al. (Intell. Syst. Appl., 2025)