Wavelet ELM-AE Based Data Augmentation and Deep Learning for Efficient Emotion Recognition Using EEG Recordings. - Berna Ari; Kamran Siddique; Ömer Faruk Alçin; Muzaffer Aslan; Abdulkadir Sengür; Raja Majid Mehmood (IEEE Access, 2022)

Accurate detection of autism using Douglas-Peucker algorithm, sparse coding based feature mapping and convolutional neural network techniques with EEG signals. - Berna Ari; Nebras Sobahi; Ömer Faruk Alçin; Abdulkadir Sengür; U. Rajendra Acharya (Comput. Biol. Medicine, 2022)

Medikal veri setleri için yeni bir aşırı öğrenme makinesi otomatik kodlayıcı tasarımı (A new extreme learning machine auto encoder design for medical datasets) - Berna Ari (2022)

A Novel Approach for Cardiotocography Paper Digitization and Classification for Abnormality Detection. - Sibel Öztürk; Safiye Agapinar Sahin; Ayse Nur Aksoy; Berna Ari; Alex Akinbi (IEEE Access, 2023)

Scene Text Recognition Using Permutated Autoregressive Sequence Model and YOLOv8. - Berna Gürler Ari; Zafer Cömert (SIU, 2024)

Accurate Segmentation of Brain Tumors in Magnetic Resonance Images with Pyramid Stage Decomposition Network Approach. - Berna Gürler Ari; Hüseyin Üzen; Abdulkadir Sengür (SIU, 2024)