Investigating classification performance of hybrid deep learning and machine learning architectures on activity recognition. - Esma Uzunhisarcikli; Erhan Kavuncuoglu; Ahmet Turan Özdemir (Comput. Intell., 2022)

Investigating the Performance of Wearable Motion Sensors on recognizing falls and daily activities via machine learning. - Erhan Kavuncuoglu; Esma Uzunhisarcikli; Billur Barshan; Ahmet Turan Özdemir (Digit. Signal Process., 2022)

Comprehensive analysis of feature-algorithm interactions for fall detection across age groups via machine learning. - Erhan Kavuncuoglu (Comput. Intell., 2024)

Performance comparison of deep and transfer learning models for smart soil texture classification. - Necati Çetin; Erhan Kavuncuoglu; Mehmet Akif Buzpinar; Seda Gunaydin; Sema Kaplan (Comput. Electron. Agric., 2025)

Model comparison and hyperparameter optimization for visible and near-infrared (Vis-NIR) spectral classification of dehydrated banana slices. - Mehmet Akif Buzpinar; Seda Gunaydin; Erhan Kavuncuoglu; Necati Çetin; Kamil Sacilik; Fernando Auat Cheein (Expert Syst. Appl., 2025)

Investigating the impact of sensor axis combinations on activity recognition and fall detection: an empirical study. - Erhan Kavuncuoglu; Ahmet Turan Özdemir; Esma Uzunhisarcikli (Multim. Tools Appl., 2025)