Asst. Prof. TOLGA BERBER


Fen Fakültesi,


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


Scopus Research Areas: General Computer Science, Theoretical Computer Science, Artificial Intelligence, Information Systems, Computer Graphics and Computer-Aided Design, Software


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

48

Publication (WoS)

9

Publication (Scopus)

9

Citation (WoS)

196

H-Index (WoS)

6

Citation (Scopus)

262

H-Index (Scopus)

6

Citation (Scholar)

390

H-Index (Scholar)

9

Citation (Sobiad)

9

H-Index (Sobiad)

2

Project

26

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

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

Research Areas Based on Academic Activities

Avesis Research Areas

    WoS Research Areas

      Scopus Research Areas

        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 (12)
        SCI-E, SSCI, AHCI (8)
        SCI-E, SSCI, AHCI, ESCI (8)
        Scopus (8)
        TRDizin (3)
        Other Publications (1)

        Papers Presented at Peer-Reviewed Scientific Conferences

        2024

        2024

        2. 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

        4. 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

        6. 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

        7. 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

        9. 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

        10. 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

        11. 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

        12. 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)

        2018

        2018

        13. 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)

        2017

        2017

        14. 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

        15. 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

        16. 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

        17. 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

        18. 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

        19. 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

        20. 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

        21. 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

        22. 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

        25. 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

        26. 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

        27. 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

        30. 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

        31. 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

        32. 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

        33. 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 Research Project

        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

        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

        2017

        2017

        Synthetic Population Synthesis Method

        Patent

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

        Academic Radiology

        Other Indexed Journal

        July 2013

        July 2013

        Biomedical Signal Processing and Control

        SCI 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): 196

        h-index (WOS): 6