APBS

Res. Assist. PhD
Özge Hüsniye NAMLI DAĞ

Faculty of Engineering

Industrial Engineering

SHORT CV

She received her bachelor's degree in Industrial Engineering from Celal Bayar University in 2015 and her master's degree from Istanbul University in 2018. She completed her Ph.D. in Industrial Engineering at Istanbul Technical University in 2025. Between 2022 and 2023, she was a visiting researcher at RWTH Aachen University for nine months. She is currently working as a research assistant in the Department of Industrial Engineering at the Turkish-German University. Her research interests include machine learning, deep learning and optimization.

Education

2018 - 2025
Doktor

İSTANBUL TEKNİK ÜNİVERSİTESİ

LİSANSÜSTÜ EĞİTİM ENSTİTÜSÜ, ENDÜSTRİ MÜHENDİSLİĞİ (DR)
2015 - 2018
Master

İSTANBUL ÜNİVERSİTESİ

FEN BİLİMLERİ ENSTİTÜSÜ, ENDÜSTRİ MÜHENDİSLİĞİ (YL) (TEZLİ)
2010 - 2015
Bachelor

CELÂL BAYAR ÜNİVERSİTESİ

MÜHENDİSLİK FAKÜLTESİ, ENDÜSTRİ MÜHENDİSLİĞİ BÖLÜMÜ

Academic Titles

2016
Wissenschaftliche (r) Mitarbeiter (in)

TÜRK-ALMAN ÜNİVERSİTESİ, TÜRKİYE

MÜHENDİSLİK FAKÜLTESİ, ENDÜSTRİ MÜHENDİSLİĞİ BÖLÜMÜ

ACADEMIC STUDIES

  • International

    (2024) A novel ensemble artificial intelligence approach for coronary artery disease prediction

    Authors: NAMLI DAĞ ÖZGE HÜSNİYE, YANIK SEDA, ERDOĞAN ASLAN, SCHMEINK ANKE, Index Type: ESCI: Emerging Sources Citation Index, Type: people.with_referee, Journal Name: International Journal of Intelligent Computing and Cybernetics, Number of Authors: 4, Month: Juni, Language: Englisch, Doi: 10.1108/IJICC-11-2023-0336, ISSN: 1756-378X, Access Type: Printversion+Elektronisch, Article Link: http://dx.doi.org/10.1108/ijicc-11-2023-0336 , Subject Matter Knowledge: Mühendislik Temel Alanı>Endüstri Mühendisliği, Article Type: Originalartikel,

    (2022) A neural networks approach to predict call center calls of an internet service provider

    Authors: NAMLI DAĞ ÖZGE HÜSNİYE, YANIK SEDA, NOURİ FARANAK, ŞENGÖR NESLİHAN SERAP, KOYUNCU YUSUF MERTKAN, UÇAR ÖMER BERK, Index Type: SCI-Expanded kapsamındaki dergilerde yayımlanmış tam makale, Type: people.with_referee, Journal Name: Journal of Intelligent Fuzzy Systems, Number of Authors: 6, Month: Januar, Language: Englisch, Volume: 42, Issue: 1, Page: 503-515, Doi: 10.3233/JIFS-219207, ISSN: 1064-1246, Access Type: Printversion+Elektronisch, Article Link: https://content.iospress.com/articles/journal-of-intelligent-and-fuzzy-systems/ifs219207 , Subject Matter Knowledge: Mühendislik Temel Alanı>Endüstri Mühendisliği>Call center problem prediction,classification,clustering,artificial neural networks,bagging,CHURN PREDICTION,MANAGEMENT, Article Type: Originalartikel,

    (2020) Using machine learning techniques to develop prediction models for detecting unpaid credit card customers

    Authors: YONTAR MELTEM, NAMLI ÖZGE HÜSNİYE, YANIK SEDA, Index Type: SCI-Expanded kapsamındaki dergilerde yayımlanmış tam makale, Type: people.with_referee, Journal Name: Journal of Intelligent Fuzzy Systems, Number of Authors: 3, Month: November, Language: Englisch, Volume: 39, Issue: 5, Special Issue: Not Exists, Page: 6073-6087, ISSN: 1064-1246, Access Type: Elektronisch, Article Link: https://www.medra.org/servlet/aliasResolver?alias=iospressdoi=10.3233/JIFS-189080 , Subject Matter Knowledge: Mühendislik Temel Alanı->Endüstri Mühendisliği, Article Type: Originalartikel,

    (2019) Predicting the Success of Ensemble Algorithms in the Banking Sector

    Authors: NAMLI ÖZGE HÜSNİYE, Index Type: İlgili alanda önde gelen ülkelerin hakemli bilimsel/mesleki dergilerinde yayımlanmış tam makale, Type: people.with_referee, Journal Name: International Journal of Business Analytics, Number of Authors: 1, Month: Oktober, Language: Englisch, Volume: 6, Issue: 4, Special Issue: Not Exists, Page: 12-31, Doi: 10.4018/IJBAN.2019100102, ISSN: 2334-4547, Subject Matter Knowledge: Mühendislik Temel Alanı->Endüstri Mühendisliği, Article Type: Originalartikel,

    National

    (2017) Makine Öğrenmesi Algoritmaları Kullanarak Gişe Hasılatının Tahmini

    Authors: NAMLI ÖZGE HÜSNİYE, ÖZCAN TUNCAY, Index Type: Alan endeksleri kapsamındaki dergilerde yayımlanmış tam makale (Endeksi belirtiniz), Type: people.with_referee, Journal Name: Yönetim Bilişim Sistemleri Dergisi, Number of Authors: 2, Month: Dezember, Language: Türkisch, Volume: 3, Issue: 2, Special Issue: Not Exists, Page: 130-143, Access Type: Elektronisch, Subject Matter Knowledge: Sosyal, Beşeri ve İdari Bilimler Temel Alanı->Nicel Karar Yöntemleri, Article Type: Originalartikel,

  • International

    Improving Heart Disease Diagnosis: An Ensemble Machine Learning Approach

    Authors: NAMLI DAĞ ÖZGE HÜSNİYE, YANIK SEDA, Type: Volltextpapier, Event Name: International Conference on Intelligent and Fuzzy Systems, Event Start Date: 16/07/2024, Event End Date: 18/07/2024, Number of Authors: 2, Language: Englisch, Publication State: Published, Published Date: 28/08/2024, Special Issue: Not Exists, Access Type: Printversion+Elektronisch, Article Link: https://link.springer.com/chapter/10.1007/978-3-031-67192-0_12 , Country: TURKEY, City: Canakkale, Subject Matter Knowledge: Mühendislik Temel Alanı>Endüstri Mühendisliği,

    Improving Disease Diagnosis with Integrated Machine Learning Techniques

    Authors: NAMLI DAĞ ÖZGE HÜSNİYE, YANIK SEDA, Type: Volltextpapier, Event Name: International Conference on Intelligent and Fuzzy Systems, Event Start Date: 19/07/2022, Event End Date: 21/07/2022, Number of Authors: 2, Language: Englisch, Publication State: Published, Published Date: 02/07/2022, Special Issue: Not Exists, Page: 53-61, Access Type: Printversion+Elektronisch, Article Link: https://link.springer.com/chapter/10.1007/978-3-031-09176-6_6 , Country: TURKEY, City: İzmir, Subject Matter Knowledge: Fen Bilimleri ve Matematik Temel Alanı>Bilim Alanı,

    Improving Customer Experience for an Internet Service Provider: A Neural Networks Approach

    Authors: NAMLI ÖZGE HÜSNİYE, YANIK SEDA, NOURİ FARANAK, ŞENGÖR NESLİHAN SERAP, KOYUNCU YUSUF MERTKAN, KÜÇÜKALİ İREM, Type: Volltextpapier, Event Name: International Conference on Intelligent and Fuzzy Systems 2020, Event Start Date: 21/07/2020, Event End Date: 23/07/2020, Number of Authors: 6, Language: Englisch, Publication State: Published, Published Date: 11/07/2020, Special Issue: Not Exists, Access Type: Printversion+Elektronisch, Article Link: https://link.springer.com/chapter/10.1007/978-3-030-51156-2_109 , Country: TURKEY, Subject Matter Knowledge: Mühendislik Temel Alanı->Endüstri Mühendisliği,

    Using Support Vector Machine for the Prediction of Unpaid Credit Card Debts

    Authors: YONTAR MELTEM, NAMLI ÖZGE HÜSNİYE, YANIK SEDA, Type: Volltextpapier, Event Name: International Conference on Intelligent and Fuzzy Systems, Event Start Date: 23/07/2019, Event End Date: 25/07/2019, Number of Authors: 3, Language: Englisch, Publication State: Published, Published Date: 23/07/2019, Special Issue: Not Exists, Access Type: Printversion+Elektronisch, Subject Matter Knowledge: Mühendislik Temel Alanı->Endüstri Mühendisliği,

    Öğrenci Başarısının Bileşik Makine Öğrenme Teknikleri Kullanılarak Tahmini

    Authors: ERDOĞAN ZÜLFİYE, NAMLI ÖZGE HÜSNİYE, AKARSU CANAN HAZAL, Type: Volltextpapier, Event Name: International Symposium on Industry 4.0 and Applications, Event Start Date: 12/10/2017, Event End Date: 14/10/2017, Number of Authors: 3, Language: Türkisch, Publication State: Special Issue: Not Exists, Country: TURKEY, City: Karabük, Subject Matter Knowledge: Mühendislik Temel Alanı->Endüstri Mühendisliği,

    National

    Karar Ağaçları Algoritmalarının Sınıflandırmadaki Başarısı ve Bankacılık Tele-Pazarlama Sektöründe Uygulanması

    Authors: NAMLI ÖZGE HÜSNİYE, Type: Volltextpapier, Event Name: Uluslararası Katılımlı 16. Üretim Araştırmaları Sempozyumu, Event Start Date: 12/10/2016, Event End Date: 14/10/2016, Number of Authors: 1, Language: Türkisch, Publication State: Special Issue: Not Exists, Country: TURKEY, City: İstanbul, Subject Matter Knowledge: Mühendislik Temel Alanı->Endüstri Mühendisliği,

    Türkiye’de Gsm Operatörü Seçiminde Bulanık Karar Verme Yaklaşımı Olarak AHP Bütünleşik TOPSIS Yöntemi

    Authors: AKARSU CANAN HAZAL, ERDOĞAN ZÜLFİYE, NAMLI ÖZGE HÜSNİYE, Type: Volltextpapier, Event Name: Uluslararası Katılımlı 16. Üretim Araştırmaları Sempozyumu, Event Start Date: 12/10/2016, Event End Date: 14/10/2016, Number of Authors: 3, Language: Türkisch, Publication State: Published, Published Date: 12/10/2016, Special Issue: Not Exists, Page: 27-32, Access Type: Printversion+Elektronisch, Article Link: http://www.uas2016.itu.edu.tr/wp-content/uploads/2016/11/UAS2016_BildiriKitabi.pdf , Country: TURKEY, City: İstanbul, Subject Matter Knowledge: Mühendislik Temel Alanı->Endüstri Mühendisliği,

  • (2019 - 2021) İletişim Operatöründe Müşteri Hız Sorunlarının Öngörülmesi ve Proaktif Olarak Çözülmesi

    Project State: Vollständig, Type of Project: Position in the Project: Stipendiat, Academic Titles: Wissenschaftliche (r) Mitarbeiter (in), Institution: TÜRK-ALMAN ÜNİVERSİTESİ,

Area of Expertise

  1. Mühendislik Temel Alanı - Endüstri Mühendisliği (Yapay Öğrenme, Optimizasyon )

Contact

Contact details

E-Mail: namli@tau.edu.tr


Office Address: : Mühendislik ve Fen Binası

Office Phone Number: : +902163333164

Office Room Number: : Z48