Lect. PhD

ERCÜMENT YILMAZ


Trabzon Meslek Yüksekokulu

Enformatik Bölümü

Biography

Ercüment YILMAZ received his M.Sc. and Ph.D. degrees from Computer Engineering Department at Karadeniz Technical University in June’18. In January’02, he joined Karadeniz Technical University Department of Informatics as academic staff member. As a senior lecturer he currently teaches lectures on Information Technologies.

He was a post-doctoral fellow at LISITE (Laboratoire D'Informatique, Signal, Image, Telecommunication et Electronique) de L'ISEP, ISEP, Paris/FRANCE between dates September 2019 - September 2020.

During his graduate studies, he developed algorithms for segmentation and classification of dental apical lesions on 3D images obtained via cone beam computed tomography devices.

His current research includes the development of noise reduction, semiautomatic segmentation and classification algorithms using deep learning methods to increase non-invasive diagnosis of different lesion types (skin lesions, dental lesions and gastrointestinal lesions) detected in medical images (dermoscopy, 3D CBCT and gastroscopy images)

Ercüment Yılmaz is also the founder of Yılmaz Bilişim, which is located in Trabzon Technology Development Zone. Yılmaz Bilişim is a R & D company that has been established with the aim of developing "Road Traffic Simulation Software" product.

Education Information

2019 - 2020

2019 - 2020

Post Doctorate

Institut Supérieur d''Electronique du Paris, Laboratoire D’Informatique, Signal, Image, Télécommunication Et Électronique, Signal, Image And Telecommunications, France

2006 - 2018

2006 - 2018

Doctorate

Karadeniz Technical University, Fen Bilimleri Enstitüsü, Bilgisayar Mühendisliği, Turkey

2002 - 2006

2002 - 2006

Postgraduate

Karadeniz Technical University, Fen Bilimleri Enstitüsü, Bilgisayar Mühendisliği, Turkey

1997 - 2001

1997 - 2001

Undergraduate

Karadeniz Technical University, Fen Edebiyat Fakültesi, İstatistik Ve Bilgisayar Bilimleri Bölümü, Turkey

Dissertations

2018

2018

Doctorate

Periapikal Kist ve Keratokistik Odontojenik Tümör Lezyonlarının Yarı Otomatik Bölütlenmesi ve Sınıflandırılması

Karadeniz Technical University, Fen Bilimleri Enstitüsü, Bilgisayar Mühendisliği

2006

2006

Postgraduate

Karayolu Trafik Simülasyonu

Karadeniz Technical University, Fen Bilimleri Enstitüsü, Bilgisayar Mühendisliği

Foreign Languages

C1 Advanced

C1 Advanced

English

Certificates, Courses and Trainings

2019

2019

Erasmus Personel Eğitim Alma Hareketliliği

Education Management and Planning

Institut Supérieur d''Electronique du Paris (ISEP)

2015

2015

Üniversite Sanayi İşbirliği Uzmanı Rehberlik Eğitimi

Other

Gazi Teknoloji Transfer Ofisi

2014

2014

Fen Bilimlerinde Araştırma Projesi Hazırlama Eğitimi

Education Management and Planning

TÜBİTAK & Karadeniz Teknik Üniversitesi

Research Areas

Computer Sciences, Database and Data Structures, Database Systems, Artificial Intelligence, Computer Learning and Pattern Recognition, Software, Software Engineering, Biomedical Engineering, Biomedical Image Processing, Biomedical Image Processing, Civil Engineering, Transportation Engineering, Traffic Engineering, Statistics, Statistical Analysis and Applications, Natural Sciences, Engineering and Technology

Academic Titles / Tasks

2018 - Continues

2018 - Continues

Lecturer PhD

Karadeniz Technical University, Trabzon Meslek Yüksekokulu, Bilgisayar Teknolojileri

2002 - 2018

2002 - 2018

Lecturer

Karadeniz Technical University, Rektörlük, Enformatik Bölümü

Managerial Experience

2020 - Continues

2020 - Continues

Assistant Director of Vocational School

Karadeniz Technical University, Trabzon Meslek Yüksekokulu

2019 - Continues

2019 - Continues

Deputy Head of Department

Karadeniz Technical University, Trabzon Meslek Yüksekokulu, Bilgisayar Teknolojileri Bölümü

2009 - 2012

2009 - 2012

Board Member

Karadeniz Technical University, Sürekli Eğitim Merkezi

2009 - 2012

2009 - 2012

Deputy Head of Department

Karadeniz Technical University, Enformatik Bölümü

2006 - 2008

2006 - 2008

Academic Board Member

Karadeniz Technical University, Enformatik Bölümü, Eğitim Komisyonu

Non Academic Experience

2013 - Continues

2013 - Continues

Founder / CEO

Business Establishment Private, Yılmaz Bilişim R&D Consultancy Software Engineering and Services Trade Limited Company

Courses

Associate Degree

Associate Degree

Object Oriented Programming - 2

Associate Degree

Associate Degree

Visual Programming - 3

Associate Degree

Associate Degree

Object Oriented Programming - 1

Associate Degree

Associate Degree

Visual Programming - 2

Associate Degree

Associate Degree

Veritabanı - 2

Associate Degree

Associate Degree

Web Tasarımının Temelleri

Associate Degree

Associate Degree

Veri Tabanı - 1

Associate Degree

Associate Degree

Mesleki İngilizce

Associate Degree

Associate Degree

Ağ Temelleri

Associate Degree

Associate Degree

Internet Programcılığı 1

Associate Degree

Associate Degree

Grafik Animasyon 1

Undergraduate

Undergraduate

Temel Bilgi Teknolojileri Kullanımı

Undergraduate

Undergraduate

Temel Bilgisayar - 2

Undergraduate

Undergraduate

Bilgisayar Uygulamaları

Associate Degree

Associate Degree

Veri Tabanı - 2 (UZEM)

Associate Degree

Associate Degree

Veri Tabanı - 1 (UZEM)

Undergraduate

Undergraduate

Temel Bilgisayar

Undergraduate

Undergraduate

Veri Yapıları

Undergraduate

Undergraduate

Veri Tabanı Yönetim Sistemleri

Articles Published in Journals That Entered SCI, SSCI and AHCI Indexes

Articles Published in Other Journals

2021

2021

SARS-CoV-2 Ana Proteaz Enzimine Yönelik Antiviral Bileşiklerin Bilgisayar Destekli İlaç Tasarımı Yöntemleri ile Değerlendirilmesi

TATAR YILMAZ G. , YILMAZ E.

European Journal of Science and Technology, no.32, pp.1043-1047, 2021 (Other Refereed National Journals) Sustainable Development

2021

2021

A modified version of GoogLeNet for melanoma diagnosis

YILMAZ E. , TROCAN M.

Journal of Information and Telecommunication, vol.5, pp.1-11, 2021 (Journal Indexed in ESCI) identifier identifier

Refereed Congress / Symposium Publications in Proceedings

2020

2020

Melanoma Detection Using Deep Learning

Favole F., Trocan M., Yılmaz E.

12th International Conference on Computational Collective Intelligence, Dha-Nang, Vietnam, 30 November - 03 December 2020, vol.12496, pp.816-824 identifier

2020

2020

Benign and Malignant Skin Lesion Classification Comparison for Three Deep-Learning Architectures

Yılmaz E. , Trocan M.

12th Asian Conference on Intelligent Information and Database Systems, ACIIDS 2020, Phuket, Thailand, 23 - 26 March 2020, pp.514-524 Sustainable Development identifier identifier

2017

2017

Semi-Automatic Segmentation of Apical Lesions in Cone Beam Computed Tomography Images

YILMAZ E. , KAYIKÇIOĞLU T. , KAYIPMAZ S.

25th Signal Processing and Communications Applications Conference (SIU), Antalya, Turkey, 15 - 18 May 2017 identifier identifier

2017

2017

Noise Removal of CBCT Images Using an Adaptive Anisotropic Diffusion Filter

YILMAZ E. , KAYIKÇIOĞLU T. , KAYIPMAZ S.

40th International Conference on Telecommunications and Signal Processing (TSP), Barcelona, Spain, 5 - 07 July 2017, pp.650-653 identifier identifier

2014

2014

Experimental Comparison of Different Noise Reduction Techniques on Cone Beam Computed Tomography Images

YILMAZ E. , KAYIKÇIOĞLU T. , KAYIPMAZ S.

22nd IEEE Signal Processing and Communications Applications Conference (SIU), Trabzon, Turkey, 23 - 25 April 2014, pp.2086-2089 identifier identifier

2012

2012

Temel Bilişim Eğitiminin Yükseköğretimdeki Yeri: 2005-2012 Analizi

YILMAZ E. , DOĞU A. H.

AKADEMİK BİLİŞİM 2012, Uşak, Turkey, 1 - 03 February 2012, pp.65-70

2011

2011

Üniversitelerde Temel Bilişim Eğitimi Nereye Gidiyor?: 2005-2011 Analizi

YILMAZ E. , DOĞU A. H.

AKADEMİK BİLİŞİM 2011, Malatya, Turkey, 2 - 04 February 2011, pp.659-664

2008

2008

Orta Ölçekli Trafik Ağlarının Geliştirilen Bir Yazılım İle Simülasyonu ve Analizi

YILMAZ E. , KÖSE C.

Akademik Bilişim 2008, Çanakkale, Turkey, 30 January - 01 February 2008, pp.411-418

2007

2007

Dört Kavşağa Sahip Bir Karayolu Bölümünün Bilgisayar Ortamında Simülasyonu

YILMAZ E. , KÖSE C.

12. ELEKTRİK, ELEKTRONİK, BİLGİSAYAR, BİYOMEDİKAL MÜHENDİSLİĞİ ULUSAL KONGRESİ ve FUARI, Eskişehir, Turkey, 14 - 18 November 2007, pp.299-300

2005

2005

Akademisyen Ders Sayfaları Hazırlama Modülü

YILMAZ E.

AKADEMİK BİLİŞİM 2005, Gaziantep, Turkey, 2 - 04 February 2005, pp.144

2004

2004

Kişisel Sayfa ve Ders Sayfası Hazırlama Sistemi

YILMAZ E. , Özyurt T., Kuş R.

AKADEMİK BİLİŞİM 2004, Trabzon, Turkey, 11 - 13 February 2004, pp.22

Books & Book Chapters

2020

2020

Melanoma Detection Using Deep Learning

FAVOLE F., TROCAN M., YILMAZ E.

in: Computational Collective Intelligence12th International Conference, ICCCI 2020, Da Nang, Vietnam, November 30 – December 3, 2020, Proceedings, Ngoc Thanh Nguyen, Bao Hung Hoang, Cong Phap Huynh, Dosam Hwang, Bogdan Trawiński, Gottfried Vossen, Editor, Springer, Cham, pp.816-824, 2020

2020

2020

Benign and Malignant Skin Lesion Classification Comparison for Three Deep-Learning Architectures

YILMAZ E. , TROCAN M.

in: Intelligent Information and Database Systems12th Asian Conference, ACIIDS 2020, Phuket, Thailand, March 23–26, 2020, Proceedings, Part I, Ngoc Thanh Nguyen, Kietikul Jearanaitanakij, Ali Selamat, Bogdan Trawiński, Suphamit Chittayasothorn, Editor, Springer, Cham, pp.514-524, 2020

2011

2011

Microsoft Excel 2010

YILMAZ E. , SÖNMEZ A. , SÖNMEZ S. , KAYA Y. , BİNGÖL Ö., GÜNER A., et al.

in: Temel Bilgi Teknolojileri, BİNGÖL Özkan, Editor, Derya Kitabevi, Trabzon, pp.158-192, 2011

2007

2007

Bölüm 3 Word

Yılmaz E. , Doğu A. H. , Kaya Y. , Gürcan F. , Sönmez S. , Oğuz Y., et al.

in: Temel Bilgisayar, DOĞU Ali Haydar, Editor, Derya Kitabevi, Trabzon, pp.131-159, 2007

2007

2007

Grafikler

Yılmaz E.

in: Uygulamalı İleri Excel 2003, MISIR Nejat, Editor, Derya Kitabevi, Trabzon, pp.206-251, 2007

2005

2005

Microsoft Word

YILMAZ E. , DOĞU A. H.

in: TEMEL BİLGİSAYAR, Doğu A.H., Editor, Şahinkaya Matbaacılık, İstanbul, pp.102-119, 2005

Patent

2017

2017

Mechanism to Automatically Obtain Road Facilities and Connections from a Map Provider

Patent

Registered / Approved, The Invention Registration Number: TR 2015 07427 B , Initial Registration

2017

2017

Synthetic Population Synthesis Method

Patent

Registered / Approved, The Invention Registration Number: TR 2015 07903 B , Initial Registration

Scientific Refereeing

September 2021

September 2021

PHYSICS IN MEDICINE AND BIOLOGY

SCI Journal

June 2020

June 2020

COMPUTERS IN BIOLOGY AND MEDICINE

SCI Journal

May 2020

May 2020

IEEE ACCESS

SCI Journal

April 2020

April 2020

Signal, Image and Video Processing

SCI Journal

November 2019

November 2019

Biomedical Physics & Engineering Express

SCI Journal

January 2017

January 2017

TURKISH JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCES

SCI Journal



Edit Congress and Symposium Activities

2018

2018

Prof.Dr. Mustafa Karaman Biyomedikal Görüntü İşleme Çalıstayı

Invited Speaker

İstanbul-Turkey

2016

2016

TÜRKİYE İNOVASYON HAFTASI 2016

Attendee

İstanbul-Turkey

2016

2016

4. TEKNOLOJİ GELİŞTİRME BÖLGELERİ ZİRVESİ

Attendee

Ankara-Turkey

2015

2015

TÜRKİYE İNOVASYON HAFTASI 2015

Attendee

İstanbul-Turkey

2015

2015

3. TEKNOLOJİ GELİŞTİRME BÖLGELERİ ZİRVESİ

Attendee

ANKARA-Turkey

2015

2015

4. TET AR-GE PROJE PAZARI

Attendee

İstanbul-Turkey

2014

2014

TECHANKARA PROJE PAZARI

Attendee

Ankara-Turkey

2014

2014

2. TEKNOLOJİ GELİŞTİRME BÖLGELERİ ZİRVESİ

Attendee

Ankara-Turkey

2014

2014

SİGNAL PROCESSİNG AND COMMUNİCATİONS APPLİCATİONS CONFERENCE (SIU), 2014 22ND

Attendee

Trabzon-Turkey

2013

2013

ULUSLARARASI 8. İSTATİSTİK KONGRESİ

Attendee

Antalya-Turkey

2012

2012

AKADEMİK BİLİŞİM 2012

Attendee

Uşak-Turkey

2011

2011

BİLİŞİM KURULTAYI

Attendee

Ankara-Turkey

2011

2011

AKADEMİK BİLİŞİM 2011

Attendee

Malatya-Turkey

2010

2010

AKADEMİK BİLİŞİM 2010

Attendee

Muğla-Turkey

2008

2008

AKADEMİK BİLİŞİM 2008

Attendee

Çanakkale-Turkey

2007

2007

12. ELEKTRİK, ELEKTRONİK, BİLGİSAYAR, BİYOMEDİKAL MÜHENDİSLİĞİ ULUSAL KONGRESİ ve FUARI

Attendee

Eskişehir-Turkey

2007

2007

AKADEMİK BİLİŞİM 2007

Attendee

Kütahya-Turkey

2005

2005

AKADEMİK BİLİŞİM 2005

Attendee

Gaziantep-Turkey

2004

2004

AKADEMİK BİLİŞİM 2004

Attendee

Trabzon-Turkey

2003

2003

AKADEMİK BİLİŞİM 2003

Attendee

Adana-Turkey

Invited Talks

June 2020

June 2020

Artificial Intelligence Applications in Dentistry

Seminar

Alanya Alaaddin Keykubat Üniversitesi-Turkey

September 2018

September 2018

Semi-automatic Segmentation and Classification of Dental Periapical Lesions

Workshop

İstanbul Teknik Üniversitesi-Turkey

Scholarships

2019 - 2020

2019 - 2020

2219-Yurt Dışı Doktora Sonrası Araştırma Bursu

TUBITAK

Citations

Total Citations (WOS): 33

h-index (WOS): 4

Visual Activities

2015 - 2015

2015 - 2015

Radio Program

YILMAZ E.

2005 - 2005

2005 - 2005

TV Show

YILMAZ E.

Scientific Research / Working Group Memberships

2020 - Continues

2020 - Continues

CA18131 - Statistical and machine learning techniques in human microbiome studies

https://www.cost.eu/actions/CA18131

COST (European Cooperation in Science and Technology), Belgium

2020 - Continues

2020 - Continues

CA18106 - The Neural Architecture of Consciousness

https://www.cost.eu/actions/CA18106

COST (European Cooperation in Science and Technology), Belgium

2020 - Continues

2020 - Continues

CA17137 - A network for Gravitational Waves, Geophysics and Machine Learning

https://www.cost.eu/actions/CA17137

COST (European Cooperation in Science and Technology), Belgium

2008 - 2011

2008 - 2011

ENFORMATİK ÇALIŞTAYI

http://enformatikcalistayi.ktu.edu.tr

Türkiye Bilişim Vakfı, Turkey

Entrepreneurship Activities

Yılmaz Bilişim R&D Consultancy Limited Company

Limited, Yılmaz Bilişim R&D Consultancy Limited Company, 12 November 2013, Founder Owner