Face Classification via Sparse Approximation. - Elena Battini Sonmez; Bülent Sankur; Songul Albayrak (BIOID, 2011)

Robust classification based on sparsity (Seyrekliğe dayalı gürbüz sınıflayıcı) - Elena Battini Sönmez (2011)

Classification with emotional faces via a robust sparse classifier. - Elena Battini Sonmez; Bülent Sankur; Songul Albayrak (IPTA, 2012)

Critical parameters of the sparse representation-based classifier. - Elena Battini Sonmez; Songul Albayrak (IET Comput. Vis., 2013)

Convolutional neural networks with balanced batches for facial expressions recognition. - Elena Battini Sönmez; Angelo Cangelosi (ICMV, 2016)

Emotion recognition in the wild using deep neural networks and Bayesian classifiers. - Luca Surace; Massimiliano Patacchiola; Elena Battini Sönmez; William Spataro; Angelo Cangelosi (ICMI, 2017)

A Model for an Emotional Respondent Robot. - Ayse E. Sancar; Elena Battini Sönmez (SIRS, 2017)

Object Detection in Shelf Images with YOLO. - Ceren Gulra Melek; Elena Battini Sonmez; Songul Albayrak (EUROCON, 2019)

Fake Image Detection Using DCT and Local Binary Pattern. - Ayah Kunbaz; Souzi Saghir; Mira Arar; Elena Battini Sönmez (IPTA, 2019)

A computational study on aging effect for facial expression recognition. - Elena Battini Sönmez (Turkish J. Electr. Eng. Comput. Sci., 2019)

Towards a New Computational Affective System for Personal Assistive Robots. - Elena Battini Sönmez; Hatice Köse; Duygun Erol Barkana (SIU, 2020)

Attention mechanism and mixup data augmentation for classification of COVID-19 Computed Tomography images. - Özgür Özdemir; Elena Battini Sönmez (J. King Saud Univ. Comput. Inf. Sci., 2022)

Fine-Grained Food Classification Methods on the UEC FOOD-100 Database. - Berker Arslan; Sefer Memis; Elena Battini Sönmez; Okan Zafer Batur (IEEE Trans. Artif. Intell., 2022)

EMRES: A New EMotional RESpondent Robot. - Elena Battini Sönmez; Hasan Han; Oguzcan Karadeniz; Tugba Dalyan; Baykal Sarioglu (IEEE Trans. Cogn. Dev. Syst., 2022)

Acknowledge of Emotions for Improving Student-Robot Interaction. - Hasan Han; Oguzcan Karadeniz; Tugba Dalyan; Elena Battini Sonmez; Baykal Sarioglu (Intell. Autom. Soft Comput., 2023)

The segmented UEC Food-100 dataset with benchmark experiment on food detection. - Elena Battini Sönmez; Sefer Memis; Berker Arslan; Okan Zafer Batur (Multim. Syst., 2023)

Datasets and methods of product recognition on grocery shelf images using computer vision and machine learning approaches: An exhaustive literature review. - Ceren Gulra Melek; Elena Battini Sönmez; Songül Varli (Eng. Appl. Artif. Intell., 2024)