Asst. Prof. TOLGA BERBER


Fen Fakültesi, Bilgisayar Bilimleri

Bilgisayar Bilimleri


WoS Research Areas: Computer Science, Computer Science Theory & Methods, Engineering Computing & Technology (Eng), Computer Science Artificial Intelligence, Computer Science Information Systems, Computer Science Interdisciplinary Applications, Computer Science Software Engineering


Avesis Research Areas: Computer Sciences, algorithms, Performance Modelling and Evaluation, Simulation and Modelling, Distributed Systems, Parallel Algorithms, Computer Vision, Computer Vision, bioinformatics, Database and Data Structures, Artificial Intelligence, Computer Learning and Pattern Recognition, Software, Operating Systems, Programming Languages, Software Engineering, Engineering and Technology

Email: tberber@ktu.edu.tr
Other Email: tolga.berber@fen.ktu.edu.tr
Office Phone: +90 462 377 3680
Web: https://avesis.ktu.edu.tr/tberber
Office: 69
Address: Karadeniz Teknik Üniversitesi Fen Fakültesi İstatistik ve Bilgisayar Bilimleri Bölümü 61080 TRABZON

Metrics

Publication

45

Publication (WoS)

8

Publication (Scopus)

8

Citation (WoS)

191

H-Index (WoS)

5

Citation (Scopus)

251

H-Index (Scopus)

5

Citation (Scholar)

3

H-Index (Scholar)

1

Citation (Sobiad)

9

H-Index (Sobiad)

2

Project

25

Intellectual Property

4

Thesis Advisory

11

Open Access

16
UN Sustainable Development Goals

Education

2007 - 2013

2007 - 2013

Doctorate

Dokuz Eylul University, Faculty Of Engıneerıng, Department Of Computer Engıneerıng, Turkey

2003 - 2007

2003 - 2007

Postgraduate

Dokuz Eylul University, Faculty Of Engıneerıng, Department Of Computer Engıneerıng, Turkey

1998 - 2002

1998 - 2002

Undergraduate

Karadeniz Technical University, Fen Fakültesi, Bilgisayar Bilimleri, Turkey

Dissertations

2013

2013

Doctorate

Integration of Content-Based Image Retrieval and Database Management System: A Case Study with Digital Mammography Creative Commons License

Dokuz Eylul University, Mühendislik Fakültesi, Bilgisayar Mühendisliği Bölümü

Foreign Languages

C1 Advanced

C1 Advanced

English

Certificates, Courses and Trainings

2016

2016

Ufuk 2020'de TÜRKİYE Genel Eğitimi

Education Management and Planning

TÜBİTAK

2014

2014

Fen Bilimlerinde Araştırma Projesi Hazırlama Eğitimi

Education Management and Planning

TÜBİTAK

Research Areas

Computer Sciences

algorithms

Performance Modelling and Evaluation

Simulation and Modelling

Distributed Systems

Parallel Algorithms

Computer Vision

Computer Vision

bioinformatics

Database and Data Structures

Artificial Intelligence, Computer Learning and Pattern Recognition

Software

Operating Systems

Programming Languages

Software Engineering

Engineering and Technology

Academic Positions

2018 - Present

2018 - Present

Assistant Professor

Karadeniz Technical University, Fen Fakültesi, Bilgisayar Bilimleri

2013 - 2018

2013 - 2018

Assistant Professor

Karadeniz Technical University, Fen Fakültesi, Bilgisayar Bilimleri

2012 - 2013

2012 - 2013

Research Assistant PhD

Karadeniz Technical University, Fen Fakültesi, Bilgisayar Bilimleri

2003 - 2012

2003 - 2012

Research Assistant

Dokuz Eylul University, Faculty Of Engıneerıng, Department Of Computer Engıneerıng

2002 - 2003

2002 - 2003

Research Assistant

Karadeniz Technical University, Fen Fakültesi, Bilgisayar Bilimleri

Managerial Experience

2013 - 2023

2013 - 2023

Deputy Head of Department

Karadeniz Technical University, Fen Fakültesi, Bilgisayar Bilimleri

Non Academic Experience

1997 - 2002

1997 - 2002

Eğitmen

Özel Somel Bilgisayar Kursu, Eğitmen

1996 - 2002

1996 - 2002

Business Establishment Private, Özel Trabzon Somel Bilgisayar Kursu

Courses

Doctorate

Doctorate

Text-based Information Retrieval

Postgraduate

Postgraduate

Text-Based Information Retrieval

Undergraduate

Undergraduate

Mesleki İngilizce

Görsel Programlama

Bilgisayar Oyunları ve Simülasyon

Algoritma Tasarımı

Programlamaya Giriş

VERİTABANI YÖNETİM SİSTEMLERİ

NESNEYE YÖNELİK PROGRAMLAMA

İŞLETİM SİSTEMLERİ

Articles

All (11)
SCI-E, SSCI, AHCI (7)
SCI-E, SSCI, AHCI, ESCI (7)
Scopus (7)
TRDizin (3)
Other Publications (1)

Papers Presented at Peer-Reviewed Scientific Conferences

2024

2024

1. Preliminary Results of Canopy Fuel Load Estimation Using Mobile Laser Scanning in Turkish Red Pine Stands

Coşkuner K. A., Vatandaşlar C., Öztürk M., Harman İ., Karahalil U., Berber T., et al.

3rd International Conference on Environmental Protection and Disaster Risks (ENVIRORISKs2024), Sofija, Bulgaria, 4 - 06 June 2024, vol.883, pp.374-380, (Full Text)

2024

2024

3. Analysis of Findings in Radiology Reports Using Non-Negative Matrix Factorization

Karayağız E., Berber T.

15th Turkish Congress of Medical Informatics Association, Trabzon, Turkey, 30 - 31 May 2024, pp.235-243, (Full Text)

2022

2022

4. AN ALGORITHM FOR THE VERTICES ON THE PATHS OF MINIMAL LENGTH IN THE SUBORBITAL GRAPHS

Akbaba Ü., Değer A. H., Berber T.

THE SIXTH INTERNATIONAL CONFERENCE ON COMPUTATIONAL MATHEMATICS AND ENGINEERING SCIENCES (CMES-2022), Ordu, Turkey, 20 - 22 May 2022, pp.188, (Summary Text)

2022

2022

5. Development of a Real-Time Abrasion Monitoring and Forward Prediction System for Rubber Lifter Bars in Grinding Mills

Altuncu A., Çalışkan B., Şevik U., Berber T., Erdöl H., Yazıcı E. Y., et al.

IMPS-2022 17th International Mineral Processing Symposium, İstanbul, Turkey, 15 - 17 December 2022, vol.17, pp.123-130, (Full Text) Creative Commons License Sustainable Development

2021

2021

7. VERİ ANALİZİ YÖNTEMİ İLE YUNUS EMRE YAYINLARINA BİR YAKLAŞIM

Coşar A. M., Berber T.

Vefatının 700. Yılında Bizim Yunus Sempozyumu Vefatının 700. Yılında Bizim Yunus Sempozyumu (26-28 Mayıs 2021), Aksaray, Turkey, 26 - 28 May 2021, vol.1, pp.117-133, (Full Text) Creative Commons License

2021

2021

8. Linear Optimization Approaches for Public Transport Systems

Siyah B., Akbaş S., Berber T.

XXI. International Symposium on Econometrics, Operational Research and Statistics, Çanakkale, Turkey, 8 - 10 September 2021, no.51372, pp.76-79, (Summary Text) Creative Commons License Sustainable Development

2019

2019

9. Evaluation of Short Term Results of Turkish Fire Weather Index System Software: A Case Study in Köyceğiz State Forest Enterprise

COŞKUNER K. A., BERBER T., BİLGİLİ E.

9th International Symposium on Atmospheric Sciences, İstanbul, Turkey, 23 - 26 October 2019, pp.99-104, (Full Text) Sustainable Development

2018

2018

10. Software Development and Structure of the Fire Danger Rating System in Turkey

COŞKUNER K. A., BERBER T., ŞEVİK U., USTA Y., BİLGİLİ E.

8th International Conferance on Forest Fire Research, Coimbra, Portugal, 12 - 16 November 2018, pp.170, (Summary Text)

2018

2018

11. Software Development and Structure of the Fire Danger Rating System in Turkey

Coşkuner K. A., Berber T., Şevik U., Usta Y., Bilgili E.

8th International Conferance on Forest Fire Research, Coimbra, Portugal, 12 - 16 November 2018, pp.193, (Summary Text)

2017

2017

12. Yanık Görüntülerinin Kümelenmesinde Bulanık Kümeleme Yaklaşımının Başarımlarının Ölçülmesi

AKBAŞ Y., BERBER T.

XIX. Ulusal ve II. Uluslararası Biyoistatistik Kongresi, Antalya, Turkey, 25 - 28 October 2017, pp.24, (Summary Text)

2017

2017

13. Development and structure of the Turkish National Fire Weather Index System’s Software

COŞKUNER K. A., BİLGİLİ E., BERBER T., ŞEVİK U., USTA Y.

International Symposium on New Horizons in Forestry (ISFOR 2017), Isparta, Turkey, 18 - 20 October 2017, pp.112, (Summary Text)

2017

2017

14. Determining Unnecessary Test Orders in Biochemistry Laboratories: A Case Study for Thyroid Hormone Tests

AKBAŞ Y., AKBAŞ S., BERBER T.

10th International Statistics Congress, Ankara, Turkey, 6 - 08 December 2017, pp.219, (Summary Text)

2017

2017

15. Performance Comparison of the Distance Metrics in Fuzzy Clustering of Burn Images

AKBAŞ Y., BERBER T.

10th International Statistics Congress, Ankara, Turkey, 6 - 08 December 2017, pp.111, (Summary Text)

2017

2017

16. Comparison of the Effect of Color Spaces in Fuzzy Clustering of Burn Images

AKBAŞ Y., BERBER T.

International Conference on Computational and Statistical Methods in Applied Sciences, Samsun, Turkey, 9 - 11 November 2017, pp.192, (Summary Text)

2017

2017

17. Association Analysis Method for Determining Unnecessary Test Orders and Effective Use of HbA1C Test

AKBAŞ Y., AKBAŞ S., BERBER T.

International Conference on Computational and Statistical Methods in Applied Sciences, Samsun, Turkey, 9 - 11 November 2017, pp.244-245, (Full Text)

2017

2017

18. Biyokimya Laboratuvarı Test İstemlerinin Etkin Kullanımının Birliktelik Analizi Yöntemi ile İncelenmesi

AKBAŞ Y., AKBAŞ S., BERBER T., ÖREM A.

XVIII. Uluslararası Ekonometri, Yöneylem Araştırması ve İstatistik Sempozyumu 2017, Trabzon, Turkey, 5 - 07 October 2017, pp.420, (Summary Text)

2017

2017

19. An Implementation of Industrial Internet of Things Based Total Quality Management in the Food Industry

ŞEN K. Ö., DURAKBAŞA N., ERDÖL H., BERBER T., ŞEVİK U.

International Symposium for Production Research 2017, Viyana, Austria, 13 - 15 September 2017, pp.66, (Full Text)

2016

2016

20. Yerli İstatistiksel Veri Analiz Platformu

BERBER T., SARİ M.

Xth International Statistics Days Conference, Giresun, Turkey, 7 - 09 October 2016, pp.1, (Summary Text)

2013

2013

23. ÇAĞRIŞIM: Türkçeyi ve Bireyi Geliştirici Eğitim Oyunu

BERBER T., Suncak A., BİRANT Ç. C., Aktaş Ö.

XVIII. Türkiye'de İnternet Konferansı, İstanbul, Turkey, 9 - 11 December 2013, pp.1-4, (Full Text)

2013

2013

24. Retina Görüntülerinin İstatistiksel Olarak Kalite Değerlendirmesi

ŞEVİK U., BERBER T., ERDÖL H.

8. Uluslararası İstatistik Kongresi, Antalya, Turkey, 27 - 30 October 2013, pp.278-279, (Summary Text)

2013

2013

25. Göğüs Kitlelerinin Yoğunluklarının Mamografi Görüntülerinden İstatistiksel Olarak Elde Edilmesi

BERBER T., ŞEVİK U., Alpkoçak A., Balci P.

8. Uluslararası İstatistik Kongresi, Antalya, Turkey, 27 - 30 October 2013, pp.105-106, (Summary Text)

2009

2009

28. İçerik Tabanlı Tıbbi Görüntü Erişimi için Bütünleştirilmiş Bilgi Erişimi Modeli

BERBER T., Alpkoçak A.

VI. Ulusal Tıp Bilişimi Kongresi, Antalya, Turkey, 12 - 15 November 2009, pp.344-351, (Full Text)

2009

2009

29. DEU at ImageCLEFmed 2009: Evaluating Re-Ranking and Integrated Retrieval Model

BERBER T., Alpkoçak A.

ImageCLEF 2009, Corfu, Greece, 30 September - 02 October 2009, pp.1-8, (Full Text)

2009

2009

30. Mamografi Raporları için Mnatıksal Bilgi Erişim Sistemi

BERBER T., Alpkoçak A.

14. Ulusal Biyomedikal Mühendisliği Toplantısı, İzmir, Turkey, 20 - 22 May 2009, pp.1-6, (Full Text)

2007

2007

31. MPEG-7 based service guide for mobile TV

Gençpınar E., BERBER T., Seçkin G., Alpkoçak A.

3rd International Conference on Mobile Multimedia Communications, Nafpaktos, Greece, 27 - 29 August 2007, pp.11-16, (Full Text)

Books

2017

2017

1. Implementation of Digitalization in Food Industry

ŞEN K. Ö., DURAKBAŞA N., ERDÖL H., BERBER T., BAŞ G., ŞEVİK U.

in: DAAAM INTERNATIONAL SCIENTIFIC BOOK 2017, Branko KATALINIC, Editor, DAAAM International Vienna and DAAAM scriptorium GmbH, Viyana, pp.91-104, 2017

2010

2010

2. Expansion and Re-ranking Approaches for Multimodal Image Retrieval using Text-based Methods

BERBER T., Kilinc D., Alpkoçak A.

in: ImageCLEF: Experimental Evaluation in Visual Information Retrieval, Müller H., Deselaers T., Clough P., Caputo B, Editor, Springer Heidelberg Dordrecht Routledge, London/New York, New York, pp.261-274, 2010

2009

2009

3. An Extended Vector Space Model for Content-Based Image Retrieval

BERBER T., Alpkoçak A.

in: Multilingual Information Access Evaluation II, Peters C., Caputo B., Gonzalo J., Jones G.J.F., Kalpathy-cramer J., Müller H., Tsikrika T., Editor, Springer-Verlag , Berlin, pp.219-222, 2009

Funded Projects

2025 - Present

2025 - Present

Alerjen Deri Prik Testinin (Skin Prick Test) Yapay Zeka Yöntemleri ile Fotografik Değerlendirilmesi

Project Supported by Higher Education Institutions , BAP Other

ŞEVİK U. (Executive), BERBER T., ERBAY M., AYÇİÇEK O., KÜÇÜK A. O., MUTLU O., et al.

Present

Present

Sosyal Medya ve Doküman Analiz Sistemi

TUBITAK Project , 1505 - University-Industry Cooperation Support Program

BERBER T. (Executive), ŞEVİK U., COŞAR A. M., SARİ M., AMANET H., SEÇKİN K.

2025 - 2026

2025 - 2026

Categorization of User Reviews in Application Stores

TUBITAK Project , 1505 - University-Industry Cooperation Support Program

(Project Abstract)
Berber T. (Executive), Şevik U.

2024 - 2026

2024 - 2026

HEPSİS: AIRLINES CREW PLANNING SYSTEM (THY TECHNOLOGY)

TUBITAK Project , 1505 - University-Industry Cooperation Support Program

Şevik U. (Executive), Berber T., Erbay Dalkılıç T.

2024 - 2026

2024 - 2026

Development of Decorative and Technological CLT (Cross Laminated Timber)

TUBITAK Project , 1501 - Industry R & D Projects Support Program

Öztürk H. (Executive), Demirkır C., Şevik U., Berber T., Demirci M. A., Bayramoğlu M. M.

2024 - 2025

2024 - 2025

Negatif Olmayan Matris Ayrışımı Temelli Scientometric Analiz Uygulaması Geliştirilmesi

Project Supported by Higher Education Institutions , BAP Other

BERBER T. (Executive), KARAYAĞIZ E.

2023 - 2025

2023 - 2025

TOPLU TAŞIMADA ULAŞIM PLANI OPTİMİZASYONU VE KARAR DESTEK SİSTEMİ (Retina Arge - Teknar Teknoloji)

TUBITAK Project , 1501 - Industry R & D Projects Support Program

Berber T., Şevik U. (Executive), Aydemir F. S.

2023 - 2025

2023 - 2025

Transportation Plan Optimization and Decision Support System in Public Transportation

TUBITAK Project , 1501 - Industry R & D Projects Support Program

(Project Abstract)
Şevik U. (Executive), Berber T.

2022 - 2024

2022 - 2024

Determination of the Efficiency Score of Forest Roads Based on Functional Status

TUBITAK Project , 1002 - Quick Support Program

Gümüş S. (Executive), Berber T.

2022 - 2024

2022 - 2024

Forest Fuel Mapping and Fire Risk-Danger Potential Assessment System (ORYAM-SIS)Sustainable Development

TUBITAK Project , 1001 - Program for Supporting Scientific and Technological Research Projects

(Project Abstract)
Coşkuner K. A. (Executive), Bilgili E., Berber T., Karahalil U., Tunç Görmüş E., Vatandaşlar C., et al.

2018 - 2022

2018 - 2022

Sürekli Kesirlerin Yinelenme Bağıntıları ile Alt Yörüngesel Graflardaki Ağaçların Özel Köşeleri

Project Supported by Higher Education Institutions , BAP PhD

DEĞER A. H. (Executive), AKBABA Ü., BERBER T.

2016 - 2020

2016 - 2020

Yanık Hastalarının 3-Boyutlu Modellenmesi

Project Supported by Higher Education Institutions , BAP Infrastructure

ŞEVİK U. (Executive), BERBER T., TÜRKYILMAZ S., YILMAZ E., KARAKULLUKÇU E., YEGİNOĞLU Y.

2016 - 2018

2016 - 2018

Cloud Based Retina Analysis System (RETİNA)

TUBITAK Project , 1512 - Progressive Support Program for Entrepreneurship

Şevik U. (Executive), Berber T., Karakullukçu E.

2015 - 2016

2015 - 2016

NATIONAL STATISTICAL DATA ANALYSIS PLATFORM

Industrial Thesis Project

Berber T.

2013 - 2015

2013 - 2015

Çağrışım: An Educational Game That Develops Turkish and the Individual

TUBITAK Project , 1003 - Priority Areas R&D Projects Support Program

Berber T.

2008 - 2011

2008 - 2011

Content-Based Medical Image Retrieval System for Digital Mammography Images

TUBITAK Project , 1001 - Program for Supporting Scientific and Technological Research Projects

Patent

2019

2019

Sosyal Medya ve Doküman Analiz Sistemi (TURKCELL Ortaklığında)

Patent

Pending / Applied, The Invention Recourse Number: 2019/21903 , Standard Registration

2018

2018

Personel takip ve iş verimliliği analiz sistemi (MEKAP Ortaklığında)

Patent

Pending / Applied, The Invention Recourse Number: 2018/19243 , Standard Registration

2017

2017

Synthetic Population Synthesis Method

Patent

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

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 , Standard Registration

Activities in Scientific Journals

2017 - Present

2017 - Present

TURKISH JOURNAL OF ELECTRICAL ENGINEERING & COMPUTER SCIENCES

Assistant Editor/Section Editor

Peer Reviews in Scientific Publications

July 2013

July 2013

Biomedical Signal Processing and Control

SCI Journal

July 2013

July 2013

Academic Radiology

Other Indexed Journal

November 2012

November 2012

Academic Radiology

Other Indexed Journal

Scientific Project Refereeing

March 2015

March 2015

TUBITAK Project

March 2015

March 2015

TUBITAK Project

March 2015

March 2015

TUBITAK Project

February 2015

February 2015

TUBITAK Project



Congress and Symposium Activities

01 September 2011 - 01 September 2011

01 September 2011 - 01 September 2011

ImageCLEF 2011

Attendee

Amsterdam-Netherlands

01 September 2009 - 01 September 2009

01 September 2009 - 01 September 2009

ImageCLEF 2009

Attendee

Corfu-Greece

Citations

Total Citations (WOS): 190

h-index (WOS): 5