Asst. Prof.PELİN GÖRGEL


Faculty of Engineering, Department of Computer Engineering

Department of Computer Sciences


Research Areas: Computer Sciences, Artificial Intelligence, Computer Learning and Pattern Recognition, Pattern Recognition and Image Processing, Engineering and Technology

Metrics

Publication

30

Citation (WoS)

133

H-Index (WoS)

5

Citation (Scopus)

170

H-Index (Scopus)

5

Project

4

Thesis Advisory

3
UN Sustainable Development Goals

Education Information

2006 - 2011

2006 - 2011

Doctorate

Istanbul University, Müh. Fak., Bilgisayar Müh., Turkey

2003 - 2006

2003 - 2006

Postgraduate

Istanbul University, Müh. Fak., Bilgisayar Müh., Turkey

1999 - 2003

1999 - 2003

Undergraduate

Istanbul University, Müh. Fak., Bilgisayar Müh., Turkey

Dissertations

2011

2011

Doctorate

Görüntü İşleme Teknikleri Kullanılarak, 2-Boyutlu Mamografik Verilerde Kanserli Bölge Tanısı Sustainable Development

İstanbul Üniversitesi, Müh. Fak., Bilgisayar Müh.

2006

2006

Postgraduate

Bilgisayar Destekli El Yazısı Karakterlerini Tanıma Sistemi Tasarımı

İstanbul Üniversitesi, Müh. Fak., Bilgisayar Müh.

Foreign Languages

C2 Mastery

C2 Mastery

English

Certificates, Courses and Trainings

2003

2003

Java Programlama Dili

IT

C Derneği

Research Areas

Computer Sciences

Artificial Intelligence, Computer Learning and Pattern Recognition

Pattern Recognition and Image Processing

Engineering and Technology

Academic Titles / Tasks

2018 - Continues

2018 - Continues

Assistant Professor

İstanbul University-Cerrahpaşa, Faculty of Engineering, Department of Computer Engineering

2015 - 2018

2015 - 2018

Assistant Professor

Istanbul University, Bilgisayar Mühendisliği

2011 - 2015

2011 - 2015

Research Assistant PhD

Istanbul University, Müh. Fak. Bilgisayar Mühendisliği, Bilgisayar Mühendisliği

2004 - 2011

2004 - 2011

Research Assistant

Istanbul University, Müh. Fak.Bilgisayar Mühendisliği, .Bilgisayar Mühendisliği.

Courses

Undergraduate

Undergraduate

Object Oriented Programming

Undergraduate

Undergraduate

Programming Applications

Undergraduate

Undergraduate

Bilgisayar Temelleri ve Prog. Giriş

Postgraduate

Postgraduate

Biometric Systems

Postgraduate

Postgraduate

Image Processing and Biomedical Applications

Undergraduate

Undergraduate

Bilgisayar Temelleri ve Prog. Giriş

Undergraduate

Undergraduate

Bilgisayar ve uygulamaları

Undergraduate

Undergraduate

Programming Applications (İÖ)

Undergraduate

Undergraduate

Nesneye Yönelik Programlama (İÖ)

Undergraduate

Undergraduate

Nesneye Yönelik Programlama (End. Müh.)

Advising Graduates (Non-Thesis)

2019

2019

Masters (Non-Thesis)

RÜZGÂR ENERJİSİ SANTRALLERİNDE EVRİŞİMSEL SİNİR AĞLARI (ESA) VE UZUN KISA-SÜRELİ HAFIZA (UKSH) ÖĞRENME ALGORİTMALARI İLE ÜRETİM TAHMİNİ

Görgel P. (Consultant)

E.KAVLAK(Student)

Published journal articles indexed by SCI, SSCI, and AHCI

2021

2021

A brain tumor detection system using gradient based watershed marked active contours and curvelet transform

GÖRGEL P.

TRANSACTIONS ON EMERGING TELECOMMUNICATIONS TECHNOLOGIES, vol.32, 2021 (SCI-Expanded) Sustainable Development identifier identifier

2019

2019

Face recognition via Deep Stacked Denoising Sparse Autoencoders (DSDSA)

Gorgel P., Simsek A.

APPLIED MATHEMATICS AND COMPUTATION, vol.355, pp.325-342, 2019 (SCI-Expanded) identifier identifier

2010

2010

Mammographic Mass Detection using Wavelets as Input to Neural Networks

Kilic N., Gorgel P., Ucan O. N. , Sertbas A.

JOURNAL OF MEDICAL SYSTEMS, vol.34, no.6, pp.1083-1088, 2010 (SCI-Expanded) identifier identifier identifier

2009

2009

A BACKPROPAGATION NEURAL NETWORK APPROACH FOR OTTOMAN CHARACTER RECOGNITION

Gorgel P., Kilic N., Ucan B., Kala A., Ucan O. N.

INTELLIGENT AUTOMATION AND SOFT COMPUTING, vol.15, no.3, pp.451-462, 2009 (SCI-Expanded) identifier identifier

Articles Published in Other Journals

2020

2020

Uzun Kısa Süreli Hafıza ve Evrişimsel Sinir Ağları ile Rüzgar Enerjisi Üretim Tahmini

Görgel P., Kavlak E.

Dicle Üniversitesi Mühendislik Fakültesi Mühendislik Dergisi, vol.11, no.1, pp.69-80, 2020 (Peer-Reviewed Journal)

2017

2017

Computer Aided Palm Vein Authentication Based On Feature Matching

Ejjari A., GÖRGEL P., SERTBAŞ A.

TURKISH STUDIES International Periodical for the Languages, Literature and History of Turkish or Turkic : Information Technologies and Applied Sciences, vol.12, no.23, pp.203-218, 2017 (Peer-Reviewed Journal)

2013

2013

Feature Extraction Based Wavelet Transform In Breast Cancer Diagnosis Using Fuzzy And Non-Fuzzy Classification

GÖRGEL P., Sertbaş A., Uçan O. N.

International Journal of Electronics, Mechanical and Mechatronics Engineering, vol.3, 2013 (Peer-Reviewed Journal) Sustainable Development

2013

2013

Classification Of Breast Masses Using Anfis-Based Fuzzy Algorithms: A Comparative Study

GÖRGEL P., SERTBAŞ A., Turusbekova A.

ISTANBUL UNIVERSITY-JOURNAL OF ELECTRICAL AND ELECTRONICS ENGINEERING, vol.3, 2013 (Peer-Reviewed Journal)

2010

2010

A Comparative Study of Breast Mass Classification based on Spherical Wavelet Transform using ANN and KNN Classifiers

Görgel P., Sertbaş A., Uçan O. N.

International Journal of Electronics, Mechanical and Mechatronics Engineering (IJEMME-Aydın Univ. Journal), vol.2, pp.79-85, 2010 (Peer-Reviewed Journal)

2009

2009

Mammographic Mass Classification using Wavelet Based Support Vector Machine

GÖRGEL P., Sertbaş A., Kılıç N., Uçan O. N. , Osman O.

ISTANBUL UNIVERSITY-JOURNAL OF ELECTRICAL AND ELECTRONICS ENGINEERING, vol.9, pp.867-875, 2009 (Peer-Reviewed Journal)

2007

2007

Performance Analysis of Neural Network Handwritten Character Recognition System Using CNN Edge Detection

GÖRGEL P., Uçan O. N.

Beykent Üniversitesi Fen Bilimleri Dergisi, vol.1, pp.94-105, 2007 (Peer-Reviewed Journal)

2007

2007

Handwritten Character Recognition System Using Artificial Neural Networks

GÖRGEL P., Öztaş O.

Istanbul University-Journal of Electrical & Electronics Engineering,7(1), vol.7, pp.309-313, 2007 (Peer-Reviewed Journal)

Refereed Congress / Symposium Publications in Proceedings

2022

2022

A Deep Learning Based Object Detection System For User Interface Code Generation

Aşıroğlu B., Senan S., Görgel P., İsenkul M. E. , Ensari T., Sezen A., et al.

4th International Congress on Human-Computer Interaction, Optimization and Robotic Applications, Ankara, Turkey, 9 - 11 June 2022, pp.1-5

2021

2021

Lung Cancer Diagnosis via Gabor Wavelet Transform and Convolutional Neural Networks

Görgel P., Bahat B.

ASYU 2021 Akıllı Sistemlerde Yenilikler ve Uygulamaları Konferansı 6-8 Ekim, 2021, Elazığ, Turkey, 6 - 08 October 2021, pp.1-5 Sustainable Development

2020

2020

Sentiment Analysis in Twitter via Natural Language Processing and Deep Learning Classification

Görgel P., Sömek M.

9th International Conference on Advanced Technologies (ICAT'20), İstanbul, Turkey, 10 - 12 August 2020, pp.1-7

2019

2019

Brain Tumor Detection via Active Contours andScale Invariant Feature Transform

GÖRGEL P.

International Conference on Advanced Technologies, Computer Engineering and Science (ICATCES 2019), Antalya, Turkey, 26 - 28 April 2019, pp.384-386

2018

2018

A DEEP LEARNING BASED FACE RECOGNITION SYSTEM

GÖRGEL P., AL'RAAD A.

1st International Symposium on Graduate Research in Science Focus on Entrepreneurship and Innovation (ISGRS 2018), İstanbul, Turkey, 4 - 05 October 2018, pp.21

2018

2018

Computer aided brain tumor detection via rule based eliminated watershed segmentation

Gorgel P., DİNCER N.

6th International Conference on Control Engineering and Information Technology, CEIT 2018, İstanbul, Turkey, 25 - 27 October 2018 identifier

2012

2012

A fuzzy inference system combined with wavelet transform for breast mass classification

SERTBAŞ A., Uçan O. N. , GÖRGEL P.

35TH INTERNATIONAL CONFERENCE ON TELECOMMUNICATIONS AND SIGNAL PROCESSING (TSP), Prague, Czech Republic, Czech Republic, 1 - 04 July 2012, pp.664-647

2010

2010

Breast Cancer Diagnosis based on Spherical Wavelet Transform using ANN Classifier

GÖRGEL P., SERTBAŞ A., Uçan O. N.

Uluslararası Katılımlı V. Ulusal Biyomekanik Kongresi, Çeşme, 2010, Turkey, 1 - 04 June 2010 Sustainable Development

2010

2010

Discrete Wavelet Transform for Ottoman Character Recognition

Kala A., Uçan O. N. , Aksoy T., Kılıç N., GÖRGEL P.

The Fifth International Symposium on Wavelets Applications to World Problems, Turkey, 1 - 04 January 2010

2009

2009

A Wavelet Transform Based Mammographic Image Enhancement Using Homomorphic Filtering

Görgel P., Sertbaş A., Uçan O. N.

International Symposium on Health Informatics and Bioinformatics,, Ankara, Turkey, 16 - 17 April 2009, pp.1-5

2008

2008

Multifont Ottoman Character Recognition using Support Vector Machine”

Kılıç N., GÖRGEL P., Uçan O. N. , Kala A.

IEEE International Syposium on Control Communication and Signal Processing (ISCCSP08), Malta, 1 - 04 July 2008, pp.1-5

2007

2007

Osmanlıca Karakterlerin Yapay Sinir Ağları ile Tanınması ve Türkçeye Çeviren Akıllı Bir Sistemin Geliştirilmesi”

Başar E., Kılıç N., GÖRGEL P., Uçan B.

Elektrik-Elektronik-Bilgisayar Mühendisliği 12. Ulusal Kongresi, Eskişehir, Turkey, 1 - 04 June 2007

Supported Projects

2017 - 2018

2017 - 2018

Meme kanseri tanısında Küresel Dalgacık Dönüşümü YöntemiSustainable Development

Project Supported by Higher Education Institutions

GÖRGEL P. (Executive), SERTBAŞ A., UÇAN O. N.

2013 - 2015

2013 - 2015

Biyomedikal Görüntü İşleme

Project Supported by Higher Education Institutions

GÖRGEL P. (Executive)

2011 - 2013

2011 - 2013

Journal of Medical Systems adlı dergide yayınlanan

Project Supported by Higher Education Institutions

GÖRGEL P. (Executive)

Scientific Refereeing

June 2022

June 2022

Computer Methods And Programs In Biomedicine

Journal Indexed in SCI-E

December 2020

December 2020

Iet Signal Processing

Journal Indexed in SCI-E

September 2020

September 2020

VISUAL COMPUTER

Journal Indexed in SCI-E

April 2020

April 2020

JOURNAL OF COMPUTATIONAL METHODS IN SCIENCES AND ENGINEERING

Journal Indexed in ESCI

April 2018

April 2018

Journal of the Franklin Institute

Journal Indexed in SCI-E

February 2018

February 2018

EXPERT SYSTEMS WITH APPLICATIONS

Journal Indexed in SCI-E

August 2017

August 2017

Computer Methods and Programs in Biomedicine

SCI Journal

August 2017

August 2017

Computer Methods in Biomechanics and Biomedical Engineering: Imaging & Visualization

Other Indexed Journal

May 2017

May 2017

Journal Of Experimental & Theoretical Artificial Intelligence

Journal Indexed in SCI-E

March 2017

March 2017

IET Signal Processing

SCI Journal

February 2014

February 2014

Turkish Journal Of Electrical Engineering & Computer Sciences

Journal Indexed in SCI-E

January 2014

January 2014

Biomedical Signal Processing And Control

Journal Indexed in SCI-E

January 2014

January 2014

Turkish Journal Of Electrical Engineering & Computer Sciences

SCI Journal

July 2013

July 2013

Medical and Biological Engineering and Computing

SCI Journal

April 2013

April 2013

Medical and Biological Engineering and Computing

SCI Journal

April 2013

April 2013

Turkish Journal Of Electrical Engineering & Computer Sciences

SCI Journal

June 2012

June 2012

Digital Signal Processing

SCI Journal

January 2012

January 2012

Medical and Biological Engineering and Computing

SCI Journal

February 2011

February 2011

Medical and Biological Engineering and Computing

SCI Journal

January 2007

January 2007

Computers & Electrical Engineering

SCI Journal



Congress and Symposium Activities

01 October 2018 - 01 October 2018

01 October 2018 - 01 October 2018

"A DEEP LEARNING BASED FACE RECOGNITION SYSTEM,"1st International Symposium on Graduate Research in Science Focus on Entrepreneurship and Innovation (ISGRS 2018)

Attendee

İstanbul-Turkey

01 October 2018 - 01 October 2018

01 October 2018 - 01 October 2018

"Computer Aided Brain Tumor Detection Via Rule Based Eliminated Watershed Segmentation", 6th International Conference on Control Engineering & Information Technology

Attendee

İstanbul-Turkey

01 July 2012 - 01 July 2012

01 July 2012 - 01 July 2012

"A Fuzzy Inference System Combined with Wavelet Transform for Breast Mass Classification",35th International Conference on Telecommunications and Signal Processing

Attendee

-Czech Republic

01 September 2010 - 01 September 2010

01 September 2010 - 01 September 2010

Breast Cancer Diagnosis based on Spherical Wavelet Transform using ANN ClassifierSustainable Development

Attendee

-Turkey

01 April 2010 - 01 April 2010

01 April 2010 - 01 April 2010

"Discrete Wavelet Transform for Ottoman Character Recognition",The Fifth International Symposium on Wavelets Applications to World Problems,

Attendee

-Turkey

01 March 2009 - 01 March 2009

01 March 2009 - 01 March 2009

"A Wavelet Transform Based Mammographic Image Enhancement Using Homomorphic Filtering",International Symposium on Health Informatics and Bioinformatics

Attendee

-Turkey

01 September 2008 - 01 September 2008

01 September 2008 - 01 September 2008

"Multifont Ottoman Character Recognition using Support Vector Machine",IEEE International Syposium on Communication Control and Signal Processing (ISCCSP08)

Attendee

-Malta

01 November 2007 - 01 November 2007

01 November 2007 - 01 November 2007

Osmanlıca Karakterlerin Yapay Sinir Ağları ile Tanınması ve Türkçeye Çeviren Akıllı Bir Sistemin Geliştirilmesi”,Elektrik-Elektronik-Bilgisayar Mühendisliği 12. Ulusal Kongresi

Attendee

-Turkey

Citations

Total Citations (WOS): 133

h-index (WOS): 5

Jury Memberships

December-2020

December 2020

PhD Thesis Monitoring Committee Member

PhD Thesis Monitoring Committee Member - İstanbul Üniversitesi-Cerrahpaşa

August-2020

August 2020

Doctorate

Doctorate - Yıldız Teknik Üniversitesi