Publications
Discover our extensive research portfolio, featuring journal articles, book chapters, and conference papers in AI, NLP, and Computer Vision.
Serhat Atik, Tuğba Dalyan, Ulaş Beldek, Savaş Yıldırım
Turkish Journal of Electrical Engineering & Computer Science
Hasan Han, Oğuzcan Karadeniz, Tuğba Dalyan, Elena Battini Sönmez, Baykal Sarıoğlu
Intelligent Automation & Soft Computing
Emrecan Çelik, Tuğba Dalyan
Information Processing & Management
Detection of Change in the Senses of AI in Popular Discourse
Ahmet Suerdem, Tuğba Dalyan, Savaş Yıldırım
CICLing 2023, Lecture Notes in Computer Science
Hasan Berat Gürbüz, Abdurrahim Balta, Tuğba Dalyan, Y. Dağhan Gökdel, Engin Afacan
SMACD 2023
The segmented UEC Food-100 dataset with benchmark experiment on food detection
S. Memiş, B. Arslan, E. Battini Sönmez, O. Z. Batur
Multimedia System
Facial Expression Recognition on Wild and MultiLabel Faces with Deep Learning
H. Han and E. Battini Sönmez
ICECCME 2023
Extracting Psychological Features out of Drawings of HTP test
L. Abdullah, S. Halfon and E. Battini Sönmez
ICECCME 2023
Artificial Intelligence Contribution to Art-Therapy using Drawings of the House-Person-Tree Test
H.A. Salar, H. Faiyad, E. Battini Sönmez and S. Halfon
ICECCME 2023
Tuğba Dalyan, Özgür Özdemir, Hakan Ayral
Information Technology and Control Journal
Elena Battini Sönmez, Hasan Man, Oğuzcan Karadeniz, Tuğba Dalyan, Baykal Sarıoğlu
IEEE Transactions on Cognitive and Developmental Systems
Interval-Valued Pythagorean Fuzzy AHP&TOPSIS for ERP Software Selection
Tuğba Dalyan, İrem Otay, Mehmet Gülada
Intelligent and Fuzzy Systems. INFUS 2022
Ahmet Emre Sertdemir, Mehmet Beşenk, Tuğba Dalyan, Yiğit Dağhan Gökdel, Engin Afacan
SMACD 2022
Özgür Özdemir, Elena Battini Sönmez
Journal of King Saud University
A complete human verified Turkish caption dataset for MS COCO
S.B. Golech, S.B. Karacan, E. Battini Sönmez, H. Ayral
ICECCME 2022
Diagnosing the Breathing Sounds as COPD or Asthma
B. Türkan, A. G. Ateş, Ö. Özdemir, E. Battini Sönmez
UBMK 2022
Özgür Özdemir, Gokhan Bilgin
ASYU 2022
Özgür Özdemir, Emre Salih Akın, Rıza Velioğlu, Tuğba Dalyan
Journal of Intelligent & Fuzzy Systems
İslam Mayda, Banu Diri, Tuğba Dalyan
Avrupa Bilim ve Teknoloji Dergisi
Hasan Han, Oğuzcan Karadeniz, Elena Battini Sönmez, Tuğba Dalyan, Baykal Sarıoğlu
UBMK 2021
Fine-Grained Food Classification Methods on the UEC Food-100 Database
B. Arslan, S. Memiş, E.B. Sönmez, O.Z. Batur
IEEE Transactions on Artificial Intelligence
Özgür Özdemir, Gokhan Bilgin
ASYU 2021
Tuğba Yıldız, Elena Battini Sönmez, Berk Dursun Yılmaz, Ali Emre Demir
Journal of the Faculty of Engineering and Architecture of Gazi University
Multi-criteria Cloud Computing Service Provider Selection Employing Pythagorean Fuzzy AHP and VIKOR
Tuğba Yıldız, İrem Otay
INFUS 2020, Springer
Comparative Study of Deep Learning Methods on Food Classification Problem
Sefer Memiş, Berker Arslan, Okan Zafer Batur, Elena Battini Sönmez
ASYU 2020
Özgür Özdemir, Elena Battini Sönmez
ASYU 2020
Tuğba Yıldız
Turkish Journal of Electrical Engineering & Computer Science
Tuğba Yıldız, Savaş Yıldırım
Soft Computing
Berk Dursun Yılmaz, Ali Emre Demir, Elena Battini Sönmez, Tuğba Yıldız
ASYU 2019
Eimal Dorani, Nevcihan Duru, Tuğba Yıldız
ASYU 2019
Salih Emre Akın, Tuğba Yıldız
INISTA 2019
News Coverage of the Gulf Crisis in the Turkish Mediascape
Savaş Yıldırım
International Journal of Communication
A Computational Study on Aging Effect for Facial Expression Recognition
Elena Battini Sönmez
Turk J Elec Eng & Comp Sci
Sadness and Happiness Analysis by Gender Using Google n-gram Database
Ilknur Dönmez, Elena Battini Sönmez
TBV Journal of Computer Science and Engineering
Samet Demir, Uras Mutlu, Özgur Özdemir
arXiv
Savaş Yıldırım, Tuğba Yıldız
International Journal of Computational Intelligence Systems
Savaş Yıldırım, Tuğba Yıldız
Pamukkale Üniversitesi Mühendislik Bilimleri Dergisi
Savaş Yıldırım, Tuğba Yıldız
Süleyman Demirel Üniversitesi Fen Bilimleri Enstitüsü Dergisi
Sentiment Analysis Using Learning Approaches over Emojis for Turkish Tweets
Rıza Velioğlu, Tuğba Yıldız, Savaş Yıldırım
UBMK 2018
Cenk Anıl Bahçevan, Emirhan Kutlu, Tuğba Yıldız
UBMK 2018
Ahmet Süerdem, Tuğba Yıldız, Savaş Yıldırım
CICLing 2018
Listening to the organization: change evaluation with discourse analysis
Savaş Yıldırım
Journal of Organizational Change Management
An Automatic Multilevel Facial Emotion Recognition System
Elena Battini Sönmez
Süleyman Demirel Üniversitesi Fen Bilimleri Enstitüsü Dergisi
A Study on Facial Expression Recognition
Elena Battini Sönmez
Gazi University Journal of Science
Tuğba Yıldız, Banu Diri, Savaş Yıldırım
Turkish Journal of Electrical Engineering & Computer Science
Question Classificaition via Deep Neural Network
Tuğba Yıldız, Savaş Yıldırım, Özge Şamlı
8th Language & Technology Conference
Tuğba Yıldız, Banu Diri, Savaş Yıldırım
Journal of Pattern Analysis and Applications
Extraction of Turkish Semantic Relation Pairs using Corpus Analysis Tool
Gürkan Şahin, Banu Diri, Tuğba Yıldız
International Journal of Computer and Information Technology
A Study on Turkish Meronym Extraction Using a Variety of Lexico-Syntactic Patterns
Tuğba Yıldız, Savaş Yıldırım, Banu Diri
LTC 2013, Lecture Notes in Computer Science
Gürkan Şahin, Banu Diri, Tuğba Yıldız
SIU 2016
A facial component-based system for emotion classification
Elena Battini Sönmez, Songül Albayrak
Turkish Journal of Electrical Engineering & Computer Sciences
An Unsupervised Text Normalization Architecture for Turkish Language
Savaş Yıldırım, Tuğba Yıldız
Research in Computing Science
Gürkan Şahin, Banu Diri, Tuğba Yıldız
ICAITA 2015
Gürkan Şahin, Banu Diri, Tuğba Yıldız
SIU 2015
An Integrated Approach to Automatic Synonym Detection in Turkish Corpus
Tuğba Yıldız, Banu Diri, Savaş Yıldırım
POLTAL 2014, Springer
A Knowledge-poor Approach to Turkish Text Categorization with a Comparative Analysis
Savaş Yıldırım
CICLing 2014
Extraction of Part-Whole Relations from Turkish Corpora
Tuğba Yıldız, Savaş Yıldırım, Banu Diri
CICLing 2013, Springer
Tuğba Yıldız, Banu Diri, Savaş Yıldırım
6th Language and Technology Conference
Critical Parameters of the Sparse Representation based Classifier
Elena Battini Sönmez, Songül Albayrak
IET Computer Vision Journal
Corpus-Driven Hyponym Acquisition for Turkish Language
Savaş Yıldırım, Tuğba Yıldız
CICLing 2012, Springer
Tuğba Yıldız, Savaş Yıldırım
INISTA 2012
Automatic Extraction of Turkish Hypernym-Hyponym Pairs From Large Corpus
Savaş Yıldırım, Tugba Yıldız
COLING 2012
Pronoun Resolution in Turkish Using Decision Tree and Rule-Based Learning Algorithms
Savaş Yıldırım, Yılmaz Kılıçaslan, Tuğba Yıldız
LNCS 5603, Springer
Learning-based pronoun resolution for Turkish with a comparative evaluation
Savaş Yıldırım
Computer Speech and Language
Tuğba Yıldız, Savaş Yıldırım ve Turgay Altılar
Akademik Bilişim 2008
A Decision Tree and Rule-based Learning Model for Anaphora Resolution in Turkish
Savaş Yıldırım, Yılmaz Kılıçaslan, Tuğba Yıldız
3rd Language & Technology Conference
Tuğba Yıldız, Ruhan İkeda
Akademik Bilişim 2007
A Novel 1R Approach To Derive Rules
Tuğba Dalyan, Nevcihan Duru
TAINN 2006