Development of 2D curve-fitting genetic/gene-expression programming technique for efficient time-series financial forecasting. - Manal Alghieth; Yingjie Yang; Francisco Chiclana (INISTA, 2015)

Development of a genetic programming-based GA methodology for the prediction of short-to-medium-term stock markets. - Manal Alghieth; Yingjie Yang; Francisco Chiclana (CEC, 2016)

Energy Consumption Prediction Using Deep Learning Technique. - Maha Alanbar; Amal Alfarraj; Manal Alghieth (Int. J. Interact. Mob. Technol., 2020)

Air Pollution Forecasting Using Deep Learning. - Manal Alghieth; Raghad Alawaji; Safaa Husam Saleh; Seham Alharbi (Int. J. Online Biomed. Eng., 2021)

The use of statistical and machine learning tools to accurately quantify the energy performance of residential buildings. - Dina M. Ibrahim; Abdulbasit Almhafdy; Amal A. Al-Shargabi; Manal Alghieth; Ahmed Elragi; Francisco Chiclana (PeerJ Comput. Sci., 2022)

Skin Disease Detection for Kids at School Using Deep Learning Techniques. - Manal Alghieth (Int. J. Online Biomed. Eng., 2022)

An ontological approach to investigate the impact of deep convolutional neural networks in anomaly detection of left ventricular hypertrophy using echocardiography images. - Umar Islam; Hathal Salamah Alwageed; Saleh Alyahyan; Manal Alghieth; Hanif Ullah; Naveed Khan (Image Vis. Comput., 2025)

Assessing BERT-based models for Arabic and low-resource languages in crime text classification. - Njood K. Al-harbi; Manal Alghieth (PeerJ Comput. Sci., 2025)