Res. Assist.
Özge Hüsniye NAMLI DAĞ

Faculty of Engineering

Industrial Engineering

SHORT CV

Education

2018 -
Doktor

İSTANBUL TEKNİK ÜNİVERSİTESİ

FEN BİLİMLERİ 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

    (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 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, 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,

  • (2020) Turkish-German University Corrosion and Wear Testing, Research and Advanced Characterization Center ISTKA Güdümlü Proje Fizibilite Calismasi

    Project State: in Bearbeitung, Type of Project: Position in the Project: Forscher, Academic Titles: Assistenzprofessor, Institution: TÜRK-ALMAN ÜNİVERSİTESİ,

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

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

Contact

Contact details

E-Mail: namli@tau.edu.tr


Office Phone Number: : +902163333164