Dr. Öğr. Üyesi

Tuğba Yıldız

+90 212 311 7506

Santralistanbul / EN1-104

Akademik Geçmiş:

•2014, PhD., Bilgisayar Mühendisliği, Yıldız Technical University
•2007, MSc., Bilgisayar Mühendisliği, Kocaeli University
•2003, BSc., Matematik ve Bilgisayar Bilimleri, Istanbul University 

 

Araştırma Alanları:

•Doğal Dil İşleme
•Metin Madenciliği
•Veri Bilimi
•Derin Öğrenme
•Büyük Veri Analizi

 

Danışmanlık ve Eğitimler:

•Öğretim Üyesi, İstanbul Bilgi University Computer Engineering Department, 2016,-
•Öğretim Görevlisi, İstanbul Bilgi University Computer Engineering Department, 2007,-2016
•Araştırma Görevlisi, İstanbul Bilgi University Computer Science Program, 2003-2007
•Inforsense Turkey Datamining Counselling (Türk Ekonomi Bankası), 2006.
•Linux Seminerleri (Eğitmen), 2007-2008

 

Yayın Listesi:

SCI Index’li dergilerde yayınlanmış makale

Tuğba Yıldız, Savaş Yıldırım, (2018), "A cascaded framework for identification and extraction of antonym for Turkish language", Soft Computing, DOI :10.1007/s00500-018-3417-1.

Savaş Yıldırım, Tuğba Yıldız, (2018), “Learning Turkish Hypernymy Using Word Embeddings”, International Journal of Computational Intelligence Systems, 11(1): 371-383.

Tuğba Yıldız, Banu Diri, Savaş Yıldırım, (2017). “Turkish synonym identification from multiple resources: monolingual corpus, mono/bilingual on-line dictionaries and WordNet”, Turkish Journal of Electrical Engineering & Computer Science, 25(2):752-760.

Tuğba Yıldız, Banu Diri, Savaş Yıldırım, (2016). “Acquisition of Turkish meronym based on classification of patterns”. Journal of Pattern Analysis and Applications, 19(2): 495–507.

Ulakbim Tarafından Taranan TR Indexli Dergiler:

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.


SCI Index’li olmayan dergilerde yayınlanmış makale 

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.

Kitap Bölümleri:

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

Uluslararası Konferans Bildirileri:

Gürkan Şahin, Banu Diri, Tuğba Yıldız, (2016). “A hybrid method for extracting Turkish part-whole relation pairs from corpus”, 24th Signal Processing and Communication Application Conference (SIU), pp. 1037-1040.

Gürkan Şahin, Banu Diri, Tuğba Yıldız, (2015). “Analysis of Lexico Syntactic Patterns for Antonym Pair Extraction from a Turkish Corpus”, 4th International Conference on Advanced Information Technologies and Applications, ICAITA, Dubai, UAE, pp. 11-17.

Gürkan Şahin, Banu Diri, Tuğba Yıldız, (2015). “Pattern and semantic similarity based automatic extraction of hyponym-hypernym relation from Turkish corpus, 23nd Signal Processing and Communications Applications Conference (SIU), pp. 674-677.

Tuğba Yıldız, Banu Diri, SavaşYıldırım, (2013).  “Analysis of Lexico-Syntactic Patterns for Meronym Extraction from a Turkish Corpus”, 6th Language and Technology Conference, Human Language Technologies as a Challenge for Computer Science and Linguistics, LTC, Poland.

Tuğba Yıldız, Savaş Yıldırım, (2012). “Association rule based acquisition of hyponym and hypernym relation from a Turkish corpus”, Innovations in Intelligent Systems and Applications (INISTA), Trabzon/Turkey.

Savaş Yıldırım, Yılmaz Kılıçaslan, Tuğba Yıldız, A Decision Tree and Rule-based Learning Model for Anaphora Resolution in Turkish, 3rd Language & Technology Conference: Human Language Technologies as a Challenge for Computer Science and Linguistics October 5-7, 2007, Poznań, Poland, pp.89-93. 

Ulusal Konferans Bildirileri:

Tugba Dalyan, Nevcihan Duru, (2006).  “A Novel 1R Approach To Derive Rules”, in TAINN Turkish Artificial Intelligence Neural Network Program, 21- 23 Haziran 2006, pp. 141-150.

Tuğba Yıldız, Savaş Yıldırım ve Turgay Altılar, (2008). “İstenmeyen İletilerin Paralelleştirilmiş KNN Algorithması ile Tespiti”, Akademik Bilişim Konferansı, 31 Ocak-2 Şubat, 2008, pp. 627-632.

Tuğba Yıldız, Ruhan İkeda, (2007). “GNU/Linux Üzerinde Müzik”, Akademik Bilişim Konferansı, 31 Ocak-2 Şubat 2007.

Poster:

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

ÖDÜL (En iyi makale ödülü: İkincilik)

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