EMRULLAH FATİH YETKİN

Doç. Dr.
 EMRULLAH FATİH YETKİN

A BLOK 1. KAT 232

+90 (212) 533 65 32 / 1821

fatih.yetkin@khas.edu.tr

https://scholar.google.com.tr/citations?user=nntoUOQAAAAJ&hl=tr

ORCID

Eğitim

Doktora

İSTANBUL TEKNİK ÜNİVERSİTESİ
Hesaplamalı Bilim ve Mühendislik

Yüksek Lisans

İSTANBUL TEKNİK ÜNİVERSİTESİ
Hesaplamalı Bilim ve Mühendislik

Lisans

ULUDAĞ ÜNİVERSİTESİ
Elektronik Mühendisliği

Araştırma Alanları

  • Numerical Linear Algebra
  • High Performance Computing
  • Machine Learning
  • Resilient Computing

İş Deneyimi

2018 / Devam Eden Yönetim Bilişim Sistemleri, Dr. Öğretim Üyesi
Kadir Has Üniversitesi

2016 / 2018 Yönetim Bilişim Sistemleri, Yrd. Doç. Dr.
İstanbul Kemerburgaz Üniversitesi

2014 / 2016 Doktora Sonrası Araştırmacı
Inria Sud-Ouest

2001 / 2012 Araştırma Görevlisi
İstanbul Teknik Üniversitesi

Yayınlar

  • "On Symbolic Prediction of Time Series for Predictive Maintenance Based on SAX-LSTM",
    Güler, Aykut; Balli, Tuǧçe; Yetkin, E. Fatih; UBMK 2024 - Proceedings: 9th International Conference on Computer Science and Engineering, (2024) 950-954 DOI: 10.1109/UBMK63289.2024.10773607
  • "Automatic Segmentation of Time Series Data with PELT Algorithm for Predictive Maintenance in the Flat Steel Industry",
    Kaçar, Saygin; Balli, Tuǧçe; Yetkin, E. Fatih; UBMK 2024 - Proceedings: 9th International Conference on Computer Science and Engineering, (2024) 902-907 DOI: 10.1109/UBMK63289.2024.10773396
  • "Comparison of Feature Selection Methods for Mechanical Properties of Cold Rolled Products in Flat Steel Manufacturing",
    Ilme, Didem Bakiler; Öper, Merve; Yetkin, E. Fatih; UBMK 2024 - Proceedings: 9th International Conference on Computer Science and Engineering, (2024) 457-461 DOI: 10.1109/UBMK63289.2024.10773482
  • "A Topology Detector Based Power Flow Approach for Radial and Weakly Meshed Distribution Networks",
    Yetkin, E. Fatih; Ceylan, Oguzhan; Pisica, Ioana; Ozdemir, Aydogan; 2024 International Conference on Smart Energy Systems and Technologies: Driving the Advances for Future Electrification, SEST 2024 - Proceedings, (2024) DOI: 10.1109/SEST61601.2024.10694284
  • "Recycling Newton–Krylov algorithm for efficient solution of large scale power systems",
    Yetkin, E. Fatih; Ceylan, Oguzhan; International Journal of Electrical Power and Energy Systems, (2023) Vol.144, DOI: 10.1016/j.ijepes.2022.108559
  • "Assesment of soft error sensitivity of power flow analysis",
    Yetkin, Emrullah Fatih; Journal of the Faculty of Engineering and Architecture of Gazi University, (2023) Vol.38, No.1, 579-589 DOI: 10.17341/gazimmfd.913867
  • "A Scalable Unsupervised Feature Selection With Orthogonal Graph Representation for Hyperspectral Images",
    Taskin, Gulsen; Fatih Yetkin, E.; Camps-Valls, Gustau; IEEE Transactions on Geoscience and Remote Sensing, (2023) Vol.61, DOI: 10.1109/TGRS.2023.3284475
  • "A Hybrid Approach With GAN and DP for Privacy Preservation of IIoT Data",
    Hindistan, Yavuz Selim; Fatih Yetkin, E.; IEEE Access, (2023) Vol.11, 5837-5849 DOI: 10.1109/ACCESS.2023.3235969
  • "Comparative classification performances of filter model feature selection algorithms in EEG based brain computer interface system",
    Bulut, Cem; Ballı, Tuğçe; Yetkin, E. Fatih; Journal of the Faculty of Engineering and Architecture of Gazi University, (2023) Vol.38, No.4, 2397-2407 DOI: 10.17341/gazimmfd.978895
  • "Sensitivity of computational fluid dynamics simulations against soft errors",
    Yetkin, E. Fatih; Pişkin, Şenol; Computing, (2021) Vol.103, No.11, 2687-2709 DOI: 10.1007/s00607-021-00976-0
  • "Assessment of load and generation modelling on the quasi-static analysis of distribution networks",
    Lamprianidou, I. S.; Papadopoulos, T. A.; Kryonidis, G. C.; Yetkin, E. Fatih; Pippi, K. D.; Chrysochos, A. I.; Sustainable Energy, Grids and Networks, (2021) Vol.27, DOI: 10.1016/j.segan.2021.100509
  • "On soft errors in the conjugate gradient method: Sensitivity and robust numerical detection",
    Agullo, Emmanuel; Cools, Siegfried; Yetkin, Emrullah Fatih; Giraud, Luc; Schenkels, Nick; Vanroose, Wim; SIAM Journal on Scientific Computing, (2020) Vol.42, No.6, C335-C358 DOI: 10.1137/18M122858X
  • "Active and Reactive Power Load Profiling Using Dimensionality Reduction Techniques and Clustering",
    Yetkin, E. Fatih; Ceylan, Oguzhan; Papadopoulos, Theofilos A.; Kazaki, Anastasia G.; Barzegkar-Ntovom, Georgios A.; 2019 54th International Universities Power Engineering Conference, UPEC 2019 - Proceedings, (2019) DOI: 10.1109/UPEC.2019.8893443
  • "Generic dynamic load modelling using cluster analysis",
    Barzegkar-Ntovom, Georgios A.; Ceylan, Oguzhan; Papadopoulos, Theofilos A.; Fatih Yetkin, E.; Proceedings - 2018 53rd International Universities Power Engineering Conference, UPEC 2018, (2018) DOI: 10.1109/UPEC.2018.8541940
  • "Analyzing the effect of local rounding error propagation on the maximal attainable accuracy of the pipelined conjugate gradient method",
    Cools, Siegfried; Yetkin, Emrullah Fatih; Agullo, Emmanuel; Giraud, Luc; Vanroose, Wim; SIAM Journal on Matrix Analysis and Applications, (2018) Vol.39, No.1, 426-450 DOI: 10.1137/17M1117872
  • "Soft-error resiliency of power flow calculations",
    Yetkin, E. Fatih; Ceylan, Oguzhan; 2017 52nd International Universities Power Engineering Conference, UPEC 2017, (2017) Vol.2017-January, 1-5 DOI: 10.1109/UPEC.2017.8232016
  • "The classification of Turkish economic growth by artificial neural network algorithms",
    Karaca, Yeliz; Bayrak, Engülş; Yetkin, Emrullah Fatih; Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), (2017) Vol.10405, 115-126 DOI: 10.1007/978-3-319-62395-5_9
  • "Hard faults and soft-errors: Possible numerical remedies in linear algebra solvers",
    Agullo, E.; Cools, S.; Giraud, L.; Moreau, A.; Salas, P.; Vanroose, W.; Yetkin, E. F.; Zounon, M.; Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), (2017) Vol.10150 LNCS, 11-18 DOI: 10.1007/978-3-319-61982-8_3
  • "On rounding error resilience, maximal attainable accuracy and parallel performance of the pipelined conjugate gradients method for large-scale linear systems in PETSc",
    Cools, Siegfried; Vanroose, Wim; Yetkin, Emrullah Fatih; Agullo, Emmanuel; Giraud, Luc; ACM International Conference Proceeding Series, (2016) DOI: 10.1145/2938615.2938621
  • "A sparsity-preserving spectral preconditioner for power ow analysis",
    Yetkin, Emrullah Fatih; Daʇ, Hasan; Turkish Journal of Electrical Engineering and Computer Sciences, (2016) Vol.24, No.2, 370-383 DOI: 10.3906/elk-1304-123
  • "Sparsity Preserving computation for spectral Projectors",
    Yetkin, E. Fatih; Daǧ, Hasan; AIP Conference Proceedings, (2011) Vol.1368, 267-270 DOI: 10.1063/1.3663510
  • "A new preconditioner design based on spectral division for power flow analysis",
    Dag, Hasan; Fatih Yetkin, E.; Manguoglu, Murat; International Review of Electrical Engineering, (2011) Vol.6, No.3, 1339-1348
  • "A spectral divide and conquer method based preconditioner design for power flow analysis",
    Daǧ, H.; Yetkin, E. F.; 2010 International Conference on Power System Technology: Technological Innovations Making Power Grid Smarter, POWERCON2010, (2010) DOI: 10.1109/POWERCON.2010.5666015
  • "Parallel implementation of iterative rational Krylov methods for model order reduction",
    Yetkin, E. Fatih; Daǧ, Hasan; ICSCCW 2009 - 5th International Conference on Soft Computing, Computing with Words and Perceptions in System Analysis, Decision and Control, (2009) DOI: 10.1109/ICSCCW.2009.5379421

Projeler

Proje Adı Görevi Proje Türü Fonlayan Kuruluş Başlangıç Tarihi Bitiş Tarihi
"Yeni Teknolojiler ve Büyük Veri Analitikleri Kullanılarak, Üretim Endüstri 4.0 Uygulamalarının Üretim Süreçleri İçerisinde Geliştirilmesi" Yürütücü Ulusal Proje TÜBİTAK BİDEB 15.07.2020
 15.07.2028
"Geri dönüşümlü Krylov Altuzayları ile Doğrusal olmayan Boyut indirgeme Yöntemleri ve Endüstriyel Nesnelerin İnterneti verisine uygulanması" Yürütücü Ulusal Proje TÜBİTAK UİDB 01.06.2022
 03.12.2024
"Büyük Verilerin Manifold Ögrenme ile Analizi için Özdeger Dagılımı Dilimlenmesi ve Kontür Integraline Dayalı Yeni bir Yöntemin Gelistirilmesi" Yürütücü Ulusal Proje TÜBİTAK ARDEB 15.01.2021
 15.07.2024

Verilen Dersler

Ders Adı Ders Kodu Dönem
Uygulamalı Doğrusal Cebir MAN202 2024/25 Bahar
Hesaplamalı Yöntemler ve Araçlar MIS204*1 2024/25 Bahar
Sibergüvenlik Uygulamaları ile Zaman Serileri için Makine Öğrenmesi CCIP536 2024/25 Bahar
Bilgisayar Ağları ve Güvenliği MIS401*1 2024/25 Güz
Web Programlama Dilleri MIS203 2024/25 Güz
İşletim Sistemleri ve Sistem Programlama CCIP504 2024/25 Güz