Publications


Assoc. Prof. Tuğba Dalyan

International Journal Articles (SCI Index)

TR Index

  • İslam Mayda, Banu Diri, Tuğba Dalyan, (2021), ” Türkçe Tweetler üzerinde Makine Öğrenmesi ile Nefret Söylemi, Avrupa Bilim ve Teknoloji Dergisi,24: 328-334, https://doi.org/10.31590/ejosat.903854.
  • Savaş Yıldırım, Tuğba Yıldız, (2018), “Türkçe için karşılaştırmalı metin sınıflandırma analizi“, Pamukkale Üniversitesi Mühendislik Bilimleri Dergisi, DOI: 10.5505/pajes.2018.15931.
  • Savaş Yıldırım, Tuğba Yıldız, (2018), “A Comparison of Different Approaches to Document Representation in Turkish Language”, Süleyman Demirel Üniversitesi Fen Bilimleri Enstitüsü Dergisi, DOI: 10.19113/sdufbed.15893.

International Journal Articles 

  • Gurkan Sahin, Banu Diri, Tugba Yildiz, (2016). Extraction of Turkish Semantic Relation Pairs using Corpus Analysis Tool. International Journal of Computer and Information Technology, 5(6): 491-499.
  • Savas Yildirim, Tugba Yildiz, (2015). An Unsupervised Text Normalization Architecture for Turkish Language. Research in Computing Science, 90: 183-194.

Book Chapters:

  • Ahmet Suerdem, Tuğba Dalyan, Savaş Yıldırım (2023). Detection of Change in the Senses of AI in Popular Discourse. In: Gelbukh, A. (eds) Computational Linguistics and Intelligent Text Processing. CICLing. Lecture Notes in Computer Science, vol 13397. Springer, Cham.
  • Tuğba Dalyan, İrem Otay, Mehmet Gülada, (2022) “Interval-Valued Pythagorean Fuzzy AHP&TOPSIS for ERP Software Selection”, In: Kahraman, C., Tolga, A.C., Cevik Onar, S., Cebi, S., Oztaysi, B., Sari, I.U. (eds) Intelligent and Fuzzy Systems. INFUS 2022. Lecture Notes in Networks and Systems, vol 505. Springer, Cham, https://doi.org/10.1007/978-3-031-09176-6_78.
  • Tuğba Yıldız, İrem Otay,  (2020) “Multi-criteria Cloud Computing Service Provider Selection Employing Pythagorean Fuzzy AHP and VIKOR”, INFUS: International Conference on Intelligent and Fuzzy Systems, Intelligent and Fuzzy Techniques: Smart and Innovative  Solutions, Advances in Intelligent Systems and Computing, Springer, 423-431.
  • Tuğba Yıldız, Savaş Yıldırım, Banu Diri,  (2016) A Study on Turkish Meronym Extraction Using a Variety of Lexico-Syntactic Patterns. In: Vetulani Z., Uszkoreit H., Kubis M. (eds) Human Language Technology. Challenges for Computer Science and Linguistics. LTC 2013. Lecture Notes in Computer Science, vol 9561, pp 386-394. Springer, Cham.
  • Tuğba Yıldız, Banu Diri, Savaş Yıldırım, (2014). “An Integrated Approach to Automatic Synonym Detection in Turkish Corpus”, 9th International Conference on Natural Language Processing, POLTAL, Proceedings Part I, LNAI 8686, Springer International Publishing Switzerland, pp. 116-127.
  • Tuğba Yıldız, Savaş Yıldırım, Banu Diri, (2013). “Extraction of Part-Whole Relations from Turkish Corpora”, CICLing 2013: Computational Linguistics and Intelligent Text Processing, LNCS 7816, Springer Berlin/Heidelberg, pp. 126-138.
  • Savaş Yıldırım, Tuğba Yıldız, (2012). “Corpus-Driven Hyponym Acquisition for Turkish Language”, CICLing 2012: Computational Linguistics and Intelligent Text Processing, Proceedings Part I, LNCS 7181, Springer Berlin/Heidelberg, pp. 29-41.
  • Savaş Yıldırım, Yılmaz Kılıçaslan, Tuğba Yıldız, (2009). “Pronoun Resolution in Turkish Using Decision Tree and Rule-Based Learning Algorithms”, LNCS 5603, Springer Berlin/Heidelberg, pp. 270-278

International Conference Papers:

National Conference Papers:

Posters:

  • Savaş Yıldırım, Tugba Yıldız, (2012). “Automatic Extraction of Turkish Hypernym-Hyponym Pairs From Large Corpus”. COLING 2012 (DEMOS), pp. 493-500.

AWARDS (Best Paper Award: Second Place)

  • Savaş Yıldırım, Tuğba Yıldız, (2012). “Corpus-Driven Hyponym Acquisition for Turkish Language”, CICLing 13th International Conference on Intelligent Text Processing and Computational Linguistics 2012, Proceedings Part I, LNCS 7181, Springer Berlin / Heidelberg, 29-41


Assoc. Prof. Elena Battini

Sönmez

Books

  • Elena Battini Sönmez, “Robust Classification based on Sparsity”, Lambert Academic Publishing, Germany, ISBN: 978-3-659-40066-7, 2013.

Journals

Indexed Conference Proceedings

  • H. Han and E. B. Sönmez, “Facial Expression Recognition on Wild and Multi-Label Faces with Deep Learning,” 3rd International Conference on Electrical, Computer, Communications and Mechatronics Engineering (ICECCME), Tenerife, Canary Islands, Spain, 2023, pp. 1-4, doi: 10.1109/ICECCME57830.2023.10253453.
  • L. Abdullah, S. Halfon and E. B. Sönmez, “Extracting Psychological Features out of Drawings of HTP test,” 3rd International Conference on Electrical, Computer, Communications and Mechatronics Engineering (ICECCME), Tenerife, Canary Islands, Spain, 2023, pp. 1-6, doi: 10.1109/ICECCME57830.2023.10253058.
  • A. A. Salar, H. Faiyad, E. B. Sönmez and S. Hafton, “Artificial Intelligence Contribution to Art-Therapy using Drawings of the House-Person-Tree Test,” 3rd International Conference on Electrical, Computer, Communications and Mechatronics Engineering (ICECCME), Tenerife, Canary Islands, Spain, 2023, pp. 1-6, doi: 10.1109/ICECCME57830.2023.10252218.
  • S.B. Golech, S.B. Karacan, E. Battini Sönmez, H. Ayral, “A complete human verified Turkish caption dataset for MS COCO and performance evaluation with well-known image caption models trained against it”, 2nd International Conference on Electrical, Computer, Communications and Mechatronics Engineering (ICECCME), Maldives, 2022, pp. 1-6, doi: 10.1109/ICECCME55909.2022.9988025.
  • B. Türkan, A. G. Ateş, Ö. Özdemir and E. Battini Sönmez, “Diagnosing the Breathing Sounds as COPD or Asthma,” 2022 7th International Conference on Computer Science and Engineering (UBMK), 2022, pp. 125-130, doi: 10.1109/UBMK55850.2022.9919567.
  • H. Han, O. Karadeniz, E. Battini Sönmez, T. Dalyan and B. Sarıoğlu, “Facial Expression Recognition in the Wild with Application in Robotics,” 2021 6th International Conference on Computer Science and Engineering (UBMK), pp. 565-569, doi: 10.1109/UBMK52708.2021.9558909, 15-17 September 2021, Ankara, TR. https://ieeexplore.ieee.org/document/9558909.
  • Sefer Memiş, Berker Arslan, Okan Zafer Batur, Elena Battini Sönmez, “Comparative Study of Deep Learning Methods on Food Classification Problem”, IEEE Int. Conference on Innovations in Intelligent Systems and Applications (ASYU), 15-17 October 2020, Istanbul, Turkey, 2020, pp. 1-4, doi: 10.1109/ASYU50717.2020.9259904.
  • Özgür Özdemir, Elena Battini Sönmez, “Weighted Cross-Entropy for Unbalanced Data with Application on COVID X-ray images”, IEEE Int. Conference on Innovations in Intelligent Systems and Applications (ASYU), 15-17 October 2020, Istanbul, Turkey, pp. 1-6, doi: 10.1109/ASYU50717.2020.9259848.
  • Elena Battini Sönmez, Hatice Köşe, Duygun Erol Barkana, “Towards a New Computational Affective System for Personal Assistive Robots”, Signal Processing and Communications Applications Conference (SIU), 05-07 October 2020, online.
  • Agit Çelik, Yağız Uğurlu, Emre Gözüküçük, Elena Battini Sönmez, “Automatic System for Sheepskin Quality Control with Convolutional Neural Network”, IEEE 4th International Computer Science and Engineering Conference (UBMK), 11-12 September 2019, Samsung, TR.
  • Ayah Kunbaz, Souzi Saghir, Mira Arar, Elena Battini Sönmez, “Fake Image Detection Using DCT and Local Binary Pattern”, IEEE Int. Conference on Image Processing Theory, Tools and Applications (IPTA), 6-9 November 2019, Istanbul, TR.
  • Berk Dursun Yılmaz, Ali Emre Demir, Elena Battini Sönmez, Tuğba Yıldız, “Image Captioning in Turkish Language”, IEEE Int. Conference on Innovations in Intelligent Systems and Applications (ASYU), 31 October 19-02 November 2019, Izmir, TR.
  • Ceren Gülra Melek, Elena Battini Sönmez, Songül Albayrak, “Object Detection in Shelf Images with YOLO”, In Proceedings of IEEE EUROCON, 01-04 July 2019, Novi Sad, Serbia.
  • Ilknur Dönmez, Elena Battini Sönmez, “Feeling Analysis for Sadness and Happiness using Google n-gram Database, Google n-gram Veritabanı ile Üzüntü ve Mutluluk Üzerine Duygu Analiz”, 3th International Computer Science and Engineering Conference (UBMK), 20-23 September 2018, Sarayevo, Bosnia, doi: 10.1109/UBMK.2018.8566245.
  • Luca Surace, Massimiliano Patacchiola, Elena Battini Sönmez, William Spataro, Angelo Cangelosi, “Emotion Recognition in the Wild using Deep Neural Networks and Bayesian Classifiers”, Fifth Emotion Recognition in the Wild (EmotiW) Challenge 2017, 19th ACM International Conference on Multimodal Interaction (ICMI), 13-17 November 2017, Glasgow, UK.
  • Ceren Gülra Melek, Elena Battini Sönmez, Songül Albayrak, “A Survey of Product Recognition in Shelf Images”, 2nd International Computer Science and Engineering Conference (UBMK), 5-8 October 2017, Antalya, Turkey. ISBN: 978-1-5386-0930-9
  • Ayşe Ece Sancar, Elena Battini Sönmez, “A Model for an Emotional Respondent Robot”, 3th Int. Signal Processing and Intelligent Recognition Systems (SIRS), 13-16 September 2017, Karnataka, India.
  • Elena Battini Sönmez, Angelo Cangelosi, “Convolutional Neural Networks with Balanced Batches for Facial Expressions Recognition”, 9th Int. Conference Machine Vision (ICMV), 18-20 November 2016, Nice, France.
  • Müjde Aktaş, Elena Battini Sönmez, “Video-based Turkish Sign Language Recognition Systems”, V ECCOMAS Thematic Conferences on Computational Vision and Medical Image Processing (VipImage), 19-21 October 2015, Tenerife, Canary Islands, Spain.
  • Elena Battini Sönmez, Bülent Sankur, Songül Albayrak, “Classification with Emotional Faces via a Robust Sparse Classifier”, Int. Conf. on Image Processing Theory, Tools and Applications (IPTA), 15-18 October 2012, İstanbul, TR. Best paper award.
  • Elena Battini Sönmez, Bülent Sankur, Songül Albayrak, “Face Classification via Sparse Approximation” (original title: Seyrek Yaklaşımlar ile Yüz Sınıflama), Signal Processing and Communications Applications Conference (SIU), 20-22 April 2011, Hacettepe, University, Kemer, Antalya, TR.
  • Elena Battini Sönmez, Bülent Sankur, Songül Albayrak, “Face Classification via Sparse Approximation”, Biometrics and Identity Management Conference (BioID), 8-10 March 2011, Brandenburg, University of Applied Sciences, Brandenburg, Germany.
  • Elena Battini Sönmez, Bülent Sankur, Songül Albayrak, “Biometric Face Recognition Using Random Faces” (original title: Rasgele Vektörlerle Biyometrik Yüz Tanıma), Signal Processing and Communications Applications Conference (SIU2010), 21-23 April 2010, Dicle University, Diyarbakır, TR.

Others

  • Berrak Şenses, Ece Aksen, Elena Battini Sönmez, “Automatic Traffic Sign Classification”, 11th International Conference on Image Processing, Wavelet and Applications (IWW2021), 23-24 June 2021, Istanbul Aydın University, Istanbul, Turkey
  • Elena Battini Sönmez, “Effect of Aging on Facial Expression Recognition”, Abstract with oral presentation, First International Conference on Innovation in Natural Science and Engineering, 3-6 January 2018, Northern Cyprus.
  • Elena Battini Sönmez, “An Automatic System for Low, Middle and High Intensity Expressions Recognition”, Abstract with oral presentation, First International Conference on Innovation in Natural Science and Engineering, 3-6 January 2018, Northern Cyprus.
  • Elena Battini Sönmez, Angelo Cangelosi, “Trust in Human Robot Interaction via Embodiment of Emotions”, poster, 3th Int. Symposyum Brain and Cognitive Science (ISBCS), 8 May 2016, Istanbul, TR.
  • Abbas Memiş, Songül Albayrak, Elena Battini Sönmez, “An Iris Recognition System Based on Angular Radial Partitioning and Statistical Texture Analysis with Sum & Difference Histogram 2-nd Int. Symposium on Computing in Informatics and Mathematics”, (ISCIM2013), 26-28 September 2013, Tirana, Albania.
  • Elena Battini Sönmez, Önder Özbek, N. Özge Özbek,” A Multimodal Biometric System Based on Wavelets Transformation” (original title: Dalgacık dönüşümüne dayalı çoklu model biyometrik sistem), Academic Computing 2008, Çanakkale, TR.
  • Elena Battini Sönmez, N. Özge Özbek, Önder Özbek, “A Biometric Personal Identification System based on Palm Print and Fingerprint” (original title: Avuç İzi ve Parmak İzine Dayalı bir Biyometrik Tanıma Sistemi), Academic Computing 2007, Kütahya, TR.

Awards

  • The MSc was supported by a scholarship made available by the University of Pisa. Only one such scholarship per year is awarded
  • Best paper award: Elena Battini Sönmez, Bülent Sankur, Songül Albayrak, “Classification with Emotional Faces via a Robust Sparse Classifier”, Int. Conf. on Image Processing Theory, Tools and Applications (IPTA 2012), 15-18 October 2012, Istanbul, TR.