Faster Wi-Fi Fingerprinting Using Feature Selection. - Hurkan M. Aydin; Muhammad Ammar Ali; Ece Gelal Soyak (SIU, 2020)

Classification of Motor Imagery Task by Using Novel Ensemble Pruning Approach. - Muhammad Ammar Ali; Duygu Üçüncü; Pinar Karadayi Atas; Süreyya Özögür-Akyüz (IEEE Trans. Fuzzy Syst., 2020)

The Analysis of Feature Selection with Machine Learning for Indoor Positioning. - Hurkan M. Aydin; Muhammad Ammar Ali; Ece Gelal Soyak (SIU, 2021)

Neurological effects of long-term diet on obese and overweight individuals: An electroencephalogram and event-related potential study. - Muhammad Ammar Ali; Süreyya Özögür-Akyüz; Adil Deniz Duru; Melisa Caliskan; Ceylan Demir; Tugba Bostanci; Farouk Elsallak; Mohammad Shkokani; Zümray Dokur; Tamer Ölmez; Can Ergün; Nerses Bebek; et al. (Comput. Intell., 2022)

Autoselection of the Ensemble of Convolutional Neural Networks with Second-Order Cone Programming. - Buse Çisil Güldogus; Abdullah Nazhat Abdullah; Muhammad Ammar Ali; Süreyya Özögür-Akyüz (CoRR, 2023)

Pruning the ensemble of convolutional neural networks using second-order cone programming. - Buse Çisil Güldogus; Abdullah Nazhat Abdullah; Muhammad Ammar Ali; Süreyya Özögür-Akyüz (Neural Networks, 2025)