Dr. Öğr. Üyesi Sultan ZEYBEK
Dr. Öğr. Üyesi Sultan ZEYBEK

Dr. Öğr. Üyesi Sultan ZEYBEK
Dr. Öğr. Üyesi Sultan ZEYBEK

Akademik CV İletişim

Yöksis
 
Web of Science
Scopus
 
Biyografi

EDUCATION:

PhD Degree
Aug. 2014 - Aug. 2021 Yildiz Technical University, Graduate School of Science and Engineering, Department of Mathematical Engineering
Visiting PhD Researcher
June 2019 - June 2020 University of Birmingham, College of Engineering and Physical Sciences, Autonomous Remanufacturing Laboratory, Birmingham/UK
TUBITAK 2214-A PhD Research Scholarship Abroad 2018/1
Master Degree
2011 - 2014 Istanbul Technical University, Graduate School of Science Engineering and Techonology, Department of Mathematical Engineering
Pedagogical Formation Program
2011 - 2012 Yildiz Technical University, Faculty of Education
Bachelor Degree
2007 - 2011 Yildiz Technical University, Faculty of Science and Arts, Department of Mathematics
High School Degree
2004 - 2007 Izmir Anatolian Female High School  

WORK EXPERIENCE:

April 2024 - cont. Assist. Prof. Dr., FSMVU,  Department of Artificial Intelligence and Data Engineering
Jan. 2022 - April 2024 Assist. Prof. Dr., FSMVU,  Department of Computer Engineering 
Sep. 2013 - Jan. 2022 Research and Teaching Assistant, FSMVU,  Department of Computer Engineering 
May 2011- Sep. 2013 Android Developer, Bogazici University Technopark 

RESEARCH INTERESTS:

  • Metaheuristic and Optimization Algorithms for Industrial Application
  • Design and Implementation of Machine Learning and Deep Learning Models
  • Natural Language Processing and Information Retrieval

 SELECTED PUBLICATIONS: 

  1. Zeybek, S., Pham, D. T., Koç, E., & Seçer, A. (2021). An Improved Bees Algorithm for Training Deep Recurrent Networks for Sentiment Classification. Symmetry, 13(8), 1347. https://doi.org/10.3390/sym13081347.
  2. Zeybek, S., Ismail, A. H., Hartono, N., Caterino, M., Jiang, K., (2021). An Improved Vantage Point Bees Algorithm to Solve Combinatorial Optimization Problems from TSPLIB. Macromol. Symp. 2021, 396, 2000299. https://doi.org/10.1002/masy.202000299 .
  3. Zeybek, S., Koç, E., Seçer, A. (2021). MS-TR: A Morphologically enriched sentiment Treebank and recursive deep models for compositional semantics in Turkish, Cogent Engineering, 8:1, https://doi.org/10.1080/23311916.2021.1893621.
  4. Ismail, A. H., Hartono, N., Zeybek, S., Caterino, M., Jiang, K., (2021). Combinatorial Bees Algorithm for Vehicle Routing Problem. Macromol. Symp. 2021, 396, 2000284. https://doi.org/10.1002/masy.202000284.
  5. Ismail, A. H., Hartono, N., Zeybek, S., Pham, D. T.,  (2020).  Using the Bees Algorithm to solve combinatorial optimisation problems for TSPLIB.  IOP Conference Series: Materials Science and Engineering, 847, 12027 https://doi.org/10.1088/1757-899X/847/1/012027.
Akademik Kimlik
Öğrenim Durumu
2021
Matematik Mühendisliği
Yıldız Teknik Üniversitesi

Doktora

2014
Matematik Mühendisliği
İstanbul Teknik Üniversitesi

Yüksek Lisans

2011
Matematik
Yıldız Teknik Üniversitesi

Lisans

Akademik Unvanlar
2022
Fatih Sultan Mehmet Vakıf Üniversitesi
Bilgisayar Mühendisliği Bölümü

Dr. Öğretim Üyesi

2013
Fatih Sultan Mehmet Vakıf Üniversitesi

Araştırma Görevlisi

Yönetilen Tezler
Yüksek Lisans Tezleri
Doktora Tezleri
Yayınlar
Makale
  • Uluslararası hakemli dergilerde yayınlanan makaleler
  • Zeybek, S., Ismail, A. H., Hartono, N., Caterino, M., Jiang, K., (2021). An Improved Vantage Point Bees Algorithm to Solve Combinatorial Optimization Problems from TSPLIB. Macromol. Symp. 2021, 396, 2000299. https://doi.org/10.1002/masy.202000299
  • Ismail, A. H., Hartono, N., Zeybek, S., Caterino, M., Jiang, K., (2021). Combinatorial Bees Algorithm for Vehicle Routing Problem. Macromol. Symp. 2021, 396, 2000284. https://doi.org/10.1002/masy.202000284 (Scopus).
  • Zeybek, S., Koç, E., Seçer, A. (2021). MS-TR: A Morphologically enriched sentiment Treebank and recursive deep models for compositional semantics in Turkish, Cogent Engineering, 8:1, https://doi.org/10.1080/23311916.2021.1893621
  • Zeybek, S., Ismail, A. H., Hartono, N., Caterino, M., Jiang, K., (2021). An Improved Vantage Point Bees Algorithm to Solve Combinatorial Optimization Problems from TSPLIB. Macromol. Symp. 2021, 396, 2000299. https://doi.org/10.1002/masy.202000299
  • Zeybek, S., Pham, D. T., Koç, E., & Seçer, A. (2021). An Improved Bees Algorithm for Training Deep Recurrent Networks for Sentiment Classification. Symmetry, 13(8), 1347. https://doi.org/10.3390/sym13081347
  • Ulusal hakemli dergilerde yayınlanan makaleler
  • Diger Makaleler
Bildiri
  • Uluslararası bilimsel toplantılarda sunulan ve bildiri kitabında (Proceeding) basılan bildiriler
  • Zeybek, S., Seçer, A., Koç, E. (2018). Classification of EEG Signals for Detection of Epileptic Seizures by Using PyEEG Module and The Bees Algorithm. 7th International Conference on Applied Analysis and Mathematical Modeling ICAAMM18, 1(1), 83, Istanbul, 20-24 June. (Özet Bildiri/Sözlü Sunum).
  • Zeybek, S., Aghayev, N., Seçer, A., Çamurcu, A. Y., (2018). Using of Programming Skills in Teaching Dicrete Mathematics. 7th International Conference on Applied Analysis and Mathematical Modelling, ICAAMM18, 1(1), 383, Istanbul, 20-24 June. (Özet Bildiri/Sözlü Sunum).
  • Seçer, A., Zeybek, S. (2017). The Vantage Point Bees Algorithm for Complex Optimization Problems. 4th International Conference on Pure and Applied Sciences, İstanbul, Turkey. ( Özetler Bildiri / Sözlü Sunum)
  • Zeybek, S., Koç, E. (2015). The Vantage Point Bees Algorithm. 7th International Joint Conference on Computational Intelligence (IJCCI), Lisbon, 12-14 Nov. (Tam Metin Bildiri/Sözlü Sunum).
  • Zeybek S. (2020). Remaining Useful Life Prediction for Aircraft Engines Based on Semi-Supervised Deep Learning. 4th International Workshop on Autonomous Remanufacturing (IWAR 2020), Wed Oct 28, 2020 (Özet Bildiri/Sözlü Sunum).
  • Hartono, N., Ismail, A. H., Zeybek, S., Caterino, M., Jiang, K, Sahin, M. (2021). Parameter Tuning for Combinatorial Bees Algorithm in Travelling Salesman Problems. 13th International Seminar on Industrial Engineering and Management 2021, Indonesia, 28 July 2021 (Tam Metin Bildiri/Sözlü Sunum).
  • Ismail, A. H., Hartono, N., Zeybek, S., Hargyo, T., N, Argyo, N. T (2021). Enhancing Nearest Centroid with Coverage Principle for Classification Problem. 4th International Conference of Computer and Informatics Engineering (IC2IE), 14-15 September. (Tam Metin Bildiri/Sözlü Sunum)
  • Ulusal bilimsel toplantılarda sunulan bildiri kitabında basılan bildiriler
  • Diger Bildiriler
Kitaplar
  • Yazılan Uluslararası kitaplar veya kitaplarda bölümler
  • Diger kitaplar
Diğer Yayınlar
  • A Study Of Vantage Point Neighbourhood Search In The Bees Algorithm For Combinatorial Optimization Problems (MSc. Thesis), İstanbul Teknik Üniversitesi, Fen Bilimleri Enstitüsü, İstanbul, 2014.
Projeler
  • TUBITAK 2214-A PhD Research Scholarship Abroad 2018/1 , June 2019 - June 2020 University of Birmingham, College of Engineering and Physical Sciences, Birmingham, UK.
Aldığı Ödüller
  • TÜBİTAK Eşik Üstü Ödülü Mart 2022, Avrupa Birliği Çerçeve Programları Ufuk Avrupa H2020, Proje çağrısı: HORIZON 2020 Robotics in Application Areas and Coordination & Support ICT-46-2020, Proje Adı: "Robotic Remanufacturing and Disassembly of Disused High-Value and Complex Products"
Dersler
Verdiği Dersler
Sınıf Ders Adı Program Fakülte
1 MAT115 Matematik I İnşaat & Biyomedikal Mühendisliği Mühendislik Fakültesi
1 BLM103 Bilgisayar Programlama I Biyomedikal Mühendisliği Mühendislik Fakültesi
2 MAT217E Discrete Structures Bilgisayar Mühendisliği Mühendislik Fakültesi
Ders Notları
Tarih Ders Adı Dosya
16/12/2015 Discrete Structures 05_06_07_08
18/12/2015 Discrete Structures 09
Project I
28/12/2015 Project 3
06/04/2017 MAT116E_MAT116
08/02/2019 BLM103 Bilgisayar Programlama BME - https://canvas.instructure.com/enroll/BP8TL4
08/02/2019 BLM103 Bilgisayar Programlama EEM- https://canvas.instructure.com/enroll/TY8KJX
İletişim
  • AdresMerkezefendi Mah. Mevlevihane Cad. No:27 Zeytinburnu/İstanbul - Topkapı Yerleşkesi
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