Epileptic Seizures Prediction Using Machine Learning Methods. - Syed Muhammad Usman; Muhammad Usman 005; Simon Fong 001 (Comput. Math. Methods Medicine, 2017)

Efficient Prediction and Classification of Epileptic Seizures Using EEG Data Based on Univariate Linear Features. - Syed Muhammad Usman; Ali Hassan (J. Comput., 2018)

Epileptic Seizures Prediction Using Deep Learning Techniques. - Syed Muhammad Usman; Shehzad Khalid; Muhammad Haseeb Aslam (IEEE Access, 2020)

Principle components analysis for seizures prediction using wavelet transform. - Syed Muhammad Usman; Shahzad Latif; Arshad Beg (CoRR, 2020)

A deep learning based ensemble learning method for epileptic seizure prediction. - Syed Muhammad Usman; Shehzad Khalid; Sadaf Bashir (Comput. Biol. Medicine, 2021)

Classification of Agriculture Farm Machinery Using Machine Learning and Internet of Things. - Muhammad Waleed; Tai-Won Um; Tariq Kamal; Syed Muhammad Usman (Symmetry, 2021)

Intrusion Detection in Smart IoT Devices for People with Disabilities. - Muhammad Naveed; Syed Muhammad Usman; Muhammad Islam Satti; Sama Aleshaiker; Aamir Anwar (ISC2, 2022)

An Ensemble Learning Method for Emotion Charting Using Multimodal Physiological Signals. - Amna Waheed Awan; Syed Muhammad Usman; Shehzad Khalid; Aamir Anwar; Roobaea Alroobaea; Saddam Hussain; Jasem Almotiri; Syed Sajid Ullah; Muhammad Usman Akram (Sensors, 2022)

Malware Detection in Internet of Things (IoT) Devices Using Deep Learning. - Sharjeel Riaz; Shahzad Latif; Syed Muhammad Usman; Syed Sajid Ullah; Abeer D. Algarni; Amanullah Yasin; Aamir Anwar; Hela Elmannai; Saddam Hussain (Sensors, 2022)

An Ensemble Model for Consumer Emotion Prediction Using EEG Signals for Neuromarketing Applications. - Syed Mohsin Ali Shah; Syed Muhammad Usman; Shehzad Khalid; Ikram Ur Rehman; Aamir Anwar; Saddam Hussain; Syed Sajid Ullah; Hela Elmannai; Abeer D. Algarni; Waleed Manzoor (Sensors, 2022)

Advancing Emotional Health Assessments: A Hybrid Deep Learning Approach Using Physiological Signals for Robust Emotion Recognition. - Amna Waheed Awan; Imran Taj 001; Shehzad Khalid; Syed Muhammad Usman; Ali Shariq Imran; Muhammad Usman Akram (IEEE Access, 2024)

Multimodal consumer choice prediction using EEG signals and eye tracking. - Syed Muhammad Usman; Shehzad Khalid; Aimen Tanveer; Ali Shariq Imran; Muhammad Zubair (Frontiers Comput. Neurosci., 2024)

Automated lesion detection in cotton leaf visuals using deep learning. - Frnaz Akbar; Yassine Aribi; Syed Muhammad Usman; Hamzah Faraj; Ahmed Murayr; Fawaz Alasmari; Shehzad Khalid (PeerJ Comput. Sci., 2024)

Enhanced glaucoma classification through advanced segmentation by integrating cup-to-disc ratio and neuro-retinal rim features. - Rabia Pannu; Muhammad Zubair; Muhammad Owais; Shoaib Hassan; Muhammad Umair; Syed Muhammad Usman; Mousa Ahmed Albashrawi; Irfan Hussain (Comput. Medical Imaging Graph., 2025)