Comparison Analysis of Tree Based and Ensembled Regression Algorithms for Traffic Accident Severity Prediction. - Muhammad Umer; Saima Sadiq; Abid Ishaq; Saleem Ullah; Najia Saher; Hamza Ahmad Madni (CoRR, 2020)

Improving the Prediction of Heart Failure Patients' Survival Using SMOTE and Effective Data Mining Techniques. - Abid Ishaq; Saima Sadiq; Muhammad Umer; Saleem Ullah; Seyedali Mirjalili; Vaibhav Rupapara; Michele Nappi (IEEE Access, 2021)

RFCNN: Traffic Accident Severity Prediction Based on Decision Level Fusion of Machine and Deep Learning Model. - Mubariz Manzoor; Muhammad Umer; Saima Sadiq; Abid Ishaq; Saleem Ullah; Hamza Ahmad Madni; Carmen Bisogni (IEEE Access, 2021)

Extensive hotel reviews classification using long short term memory. - Abid Ishaq; Muhammad Umer; Muhammad Faheem Mushtaq; Carlo Maria Medaglia; Hafeez Ur Rehman Siddiqui; Arif Mehmood; Gyu Sang Choi (J. Ambient Intell. Humaniz. Comput., 2021)

Brain Tumor Detection Using 3D-UNet Segmentation Features and Hybrid Machine Learning Model. - Bhargav Mallampati; Abid Ishaq; Furqan Rustam; Venu Kuthala; Sultan Alfarhood; Imran Ashraf (IEEE Access, 2023)

Drug Usage Safety from Drug Reviews with Hybrid Machine Learning Approach. - Ernesto Lee; Furqan Rustam; Hina Fatima Shahzad; Patrick Bernard Washington; Abid Ishaq; Imran Ashraf (Comput. Syst. Sci. Eng., 2023)

Chi-Square and PCA Based Feature Selection for Diabetes Detection with Ensemble Classifier. - Vaibhav Rupapara; Furqan Rustam; Abid Ishaq; Ernesto Lee; Imran Ashraf (Intell. Autom. Soft Comput., 2023)

Image Watermarking Using Least Significant Bit and Canny Edge Detection. - Zaid Bin Faheem; Abid Ishaq; Furqan Rustam; Isabel de la Torre Díez; Daniel Gavilanes; Manuel Masias Vergara; Imran Ashraf (Sensors, 2023)

An Intelligent Framework for Cyber-Physical Satellite System and IoT-Aided Aerial Vehicle Security Threat Detection. - Nazik Alturki; Turki Aljrees; Muhammad Umer; Abid Ishaq; Shtwai Alsubai; Oumaima Saidani; Sirojiddin Djuraev; Imran Ashraf (Sensors, 2023)

Railway Track Fault Detection Using Selective MFCC Features from Acoustic Data. - Furqan Rustam; Abid Ishaq; Muhammad Shadab Alam Hashmi; Hafeez Ur Rehman Siddiqui; Luis Alonso Dzul López; Juan Castanedo Galán; Imran Ashraf (Sensors, 2023)

Contradiction in text review and apps rating: prediction using textual features and transfer learning. - Turki Aljrees; Muhammad Umer; Oumaima Saidani; Latifah Almuqren; Abid Ishaq; Shtwai Alsubai; Alá Abdulmajid Eshmawi; Imran Ashraf (PeerJ Comput. Sci., 2024)

Advancing ovarian cancer outcomes with CTGAN-enhanced hybrid machine learning approach. - Rahman Shafique; Ahmad Sami Al-Shamayleh; Sarath Kumar Posa; Abid Ishaq; Furqan Rustam; Gyu Sang Choi (Knowl. Based Syst., 2025)