Publications

For an up-to-date publication record and citation information, please visit my Google Scholar profile .

Preprints

  1. N. Düşünmez, H. Gümüşkaya, “RobustDefect-LLM: Explainable and Robustness-Aware Industrial Surface Defect Classification with Decision Support and AI-Assisted Reporting,” arXiv preprint arXiv:2608.08589, 2026. arXiv | Google Scholar
  2. M. F. Şen, H. Gümüşkaya, Ş. Pazar, “Video Detector: A Dual-Phase Vision-Based System for Real-Time Traffic Intersection Control and Intelligent Transportation Analysis,” arXiv preprint arXiv:2603.14861, 2026. arXiv | Google Scholar

International Journal Articles

  1. İ. H. İlkhan, H. Gümüşkaya, F. Turgut, “Vertebra Segmentation and Cobb Angle Calculation Platform for Scoliosis Diagnosis Using Deep Learning: SpineCheck,” Informatics, Vol. 12, Article 140, 2025. DOI. WoS: ESCI; Scopus: Q1.
  2. O. Toker, H. Gümüşkaya, C. Ulaş, B. T. Yılmaz, “Lightweight Wireless Protocol Based on IEEE 802.11 for Delay Sensitive Telerobotic Systems,” Turkish Journal of Electrical Engineering and Computer Sciences, Vol. 21, pp. 1394–1410, 2013. DOI. SCIE.
  3. O. Karan, C. Bayraktar, H. Gümüşkaya, B. Karlık, “Diagnosing Diabetes using Neural Networks on Small Mobile Devices,” Expert Systems with Applications, Elsevier, Vol. 39, No. 1, pp. 54–60, 2012. DOI. SCIE.
  4. C. Ulaş, H. S. Efendioğlu, O. Toker, H. Gümüşkaya, “Delay Sensitive Wireless Protocols for Telerobotics Applications,” Journal of Networking Technology, Vol. 1, No. 3, pp. 118–125, 2010. Article.
  5. H. Gümüşkaya, H. Hakkoymaz, “WiPoD Wireless Positioning System Based on 802.11 WLAN Infrastructure,” Enformatika, Vol. 9, pp. 126–130, 2005. ResearchGate.
  6. H. Gümüşkaya, “Core Issues Affecting Software Architecture in Enterprise Projects,” Enformatika, Vol. 9, pp. 32–37, 2005.
  7. H. Gümüşkaya, B. Örencik, “A Parallel Pipelined Computer Architecture for Digital Signal Processing,” Turkish Journal of Electrical Engineering and Computer Sciences, Vol. 6, No. 2, pp. 107–129, 1998. Article. SCIE.
  8. H. Gümüşkaya, B. Örencik, “AdEPar Integrated Simulation and Implementation Environment for DSP,” Simulation, Vol. 69, No. 6, pp. 335–348, 1997. DOI. SCIE.
  9. H. Gümüşkaya, B. Örencik, “The Design of a Block Diagram Based Object-Oriented Graphical User Interface for a DSP Environment,” The Journal of İstanbul Technical University, Vol. 49, pp. 441–457, 1996.
  10. F. Kurugöllü, H. Palaz, H. Gümüşkaya, E. Harmancı, B. Örencik, “Advanced Educational Parallel DSP System Based on TMS320C25 Processors,” Microprocessors and Microsystems, pp. 147–156, 1995. DOI. SCIE.

Book Chapters

  1. U. Şimşek, H. Gümüşkaya, “Using PRINCE2 Project Management Methodology to Develop SOA Based Applications,” in Innovations in Computing Sciences and Software Engineering, Lecture Notes in Electrical Engineering, Vol. 151, Springer, pp. 891–902, 2013. DOI.
  2. H. Gümüşkaya, M. V. Nural, S. Doğan, “A Software Solution for Mobile Context Handoff in WLANs,” in Novel Algorithms and Techniques in Telecommunications and Networking, Springer, pp. 305–309, 2010. DOI.
  3. H. Gümüşkaya, M. V. Nural, “Service-Oriented Context-Awareness and Context-Aware Services,” in Advances in Computer and Information Sciences and Engineering, Springer, pp. 184–189, 2008. DOI.
  4. H. Gümüşkaya, “An Architecture Design Process Using a Supportable Meta-Architecture and Roundtrip Engineering,” Lecture Notes in Computer Science, Vol. 4243, Springer-Verlag, pp. 324–333, 2006. DOI.
  5. B. Yurday, H. Gümüşkaya, “A Service Oriented Reflective Wireless Middleware,” Lecture Notes in Computer Science, Vol. 4294, Springer-Verlag, pp. 545–556, 2006. DOI.
  6. A. Atik, H. Gümüşkaya, Ö. Genç, S. Kazancı, “Java Mobile Agent System,” in Advances in Computer and Information Sciences '98, Concurrent Systems Engineering Series, Vol. 53, IOS Press, pp. 490–497, 1998. Book.
  7. J. F. Beetem, J. Rose, H. Gümüşkaya, et al., “Galaxy Hardware Description Language (GHDL),” Chapter 5 in The Galaxy CAD System, University of Wisconsin–Madison, USA, 1991. ResearchGate.

Books

  1. H. Gümüşkaya, Ö. Boyacı, Java Ağ Programcılığı , 720 pages, Alfa, 2003. ResearchGate .
  2. H. Gümüşkaya, Mikroişlemciler ve Bilgisayarlar: Intel Ailesi ve IBM PC , 430 pages, Alfa. First edition: 1999; 6th edition: 2011. ResearchGate .
  3. H. Gümüşkaya, Mikroişlemciler ve 8051 Ailesi: Donanım, Programlama ve Uygulamalar , 345 pages, Alfa. First edition: 1998; 6th edition: 2007. ResearchGate .
  4. H. Gümüşkaya, Network Programming with Java, Lecture Notes, Marmara University, Department of Computer Engineering, 493 pages, 1999.
  5. H. Gümüşkaya, Lojik Devre Temelleri, Uludağ University, 150 pages, 1990.

International Conference Papers

  1. M. F. Şen, H. Gümüşkaya, and S. Akalın, “A deployable dual-mode vision framework for adaptive intersection control and traffic analytics,” in Proc. 10th Int. Artificial Intelligence and Data Processing Symp. (IDAP 2026), Istanbul, Türkiye, Sep. 5–6, 2026. IEEE Xplore indexed. (Best Applied Research Paper)
  2. S. Akalın and H. Gümüşkaya, “Computer vision-based detection of vehicles violating hatched road areas in Istanbul traffic,” in Proc. 10th Int. Artificial Intelligence and Data Processing Symp. (IDAP 2026), Istanbul, Türkiye, Sep. 5–6, 2026. IEEE Xplore indexed.
  3. M. B. Ateş and H. Gümüşkaya, “FitTracker: Personalized fitness coaching with LLM agent integration,” in Proc. 10th Int. Artificial Intelligence and Data Processing Symp. (IDAP 2026), Istanbul, Türkiye, Sep. 5–6, 2026. IEEE Xplore indexed.
  4. H. S. Özbeyler and H. Gümüşkaya, “OncoGuard-AI: An AI-assisted temporal oncology monitoring and multi-risk clinical decision support system,” in Proc. 10th Int. Artificial Intelligence and Data Processing Symp. (IDAP 2026), Istanbul, Türkiye, Sep. 5–6, 2026. IEEE Xplore indexed.
  5. U. Üntürk, S. Özcan, H. Gümüşkaya, “TweetCuriosity: A Simple Preprocessing and Analyzing Tool for Twitter Data,” 2014 International Joint Conferences on Computer, Information, and Systems Sciences, and Engineering, December 12–14, 2014.
  6. U. Üntürk, S. Özcan, H. Kusetoğulları, H. Gümüşkaya, “Hadoop Based Distributed Parallel System for Effective Face Recognition,” 3rd International Symposium on Computing in Science and Engineering (ISCSE 2013), pp. 108–113, Kuşadası, Aydın, October 24–25, 2013.
  7. G. Akyol, H. Gümüşkaya, “A Classification of Recent Approaches in Computer Networking Laboratories for Computer Engineering,” 3rd International Symposium on Computing in Science and Engineering (ISCSE 2013), Kuşadası, Aydın, October 24–25, 2013.
  8. D. Akbaş, H. Gümüşkaya, “Real and OPNET Modeling and Analysis of an Enterprise Network and Its Security Structures,” Procedia Computer Science, Elsevier, Vol. 3, pp. 1038–1042, 2011. DOI. Scopus; WoS CPCI; INSPEC.
  9. Ö. Önder, H. Gümüşkaya, “Architectural Platform: A Social Network Site for Architects,” Procedia Computer Science, Elsevier, Vol. 3, pp. 469–473, 2011. DOI. Scopus; WoS CPCI; INSPEC.
  10. C. Bayraktar, O. Karan, H. Gümüşkaya, “Diagnosing Internal Illnesses using Neural Networks and Pervasive Healthcare Computing,” Procedia Computer Science, Elsevier, Vol. 3, pp. 584–588, 2011. DOI. Scopus; WoS CPCI; INSPEC.
  11. B. T. Yılmaz, H. Gümüşkaya, O. Toker, “A Lightweight Wireless Protocol Based on IEEE 802.11 for a Robot Car,” 2nd International Symposium on Computing in Science and Engineering (ISCSE), Kuşadası, Aydın, June 1–4, 2011.
  12. U. Şimşek, H. Gümüşkaya, “Using PRINCE2 Project Management Methodology to Develop SOA Based Applications,” 2010 International Joint Conferences on Computer, Information, and Systems Sciences, and Engineering, December 3–12, 2010.
  13. C. Ulaş, H. S. Efendioğlu, O. Toker, H. Gümüşkaya, “Delay Sensitive Wireless Protocols for Telerobotics Applications,” The Third International Conference on the Applications of Digital Information and Web Technologies (ICADIWT 2010), pp. 10–16, İstanbul, July 12–14, 2010.
  14. O. Karan, C. Bayraktar, H. Gümüşkaya, B. Karlık, “Diagnosing Illnesses using Neural Networks and Pervasive Healthcare Computing,” 1st International Symposium on Computing in Science and Engineering (ISCSE), Kuşadası, Aydın, June 3–5, 2010.
  15. O. Toker, C. Ulaş, H. S. Efendioğlu, H. Gümüşkaya, “Embedded Systems for Delay Sensitive Wireless Protocol Development and Analysis for Telerobotics Applications,” International Conference on Wireless Networks 2009 (ICWN'09), Las Vegas, USA, July 2009.
  16. H. Gümüşkaya, M. V. Nural, S. Doğan, “A Software Solution for Mobile Context Handoff in WLANs,” Fourth International Conference on Telecommunications and Networking (TeNe 08), December 5–13, 2008.
  17. H. Gümüşkaya, A. V. Gürel, M. V. Nural, “Architectures for Small Mobile Communication Devices and Performance Analyses,” First IEEE International Conference on the Applications of Digital Information and Web Technologies, Ostrava, Czech Republic, August 4–6, 2008.
  18. H. Gümüşkaya, M. V. Nural, “Service-Oriented Context-Awareness and Context-Aware Services,” Third International Conference on Systems, Computing Sciences and Software Engineering (SCSS2007), December 3–12, 2007.
  19. O. Davulcu, H. Gümüşkaya, “A Secure Mobile Agent Architecture for E-Commerce Applications,” International Symposium on Computer and Information Sciences XVI (ISCIS XVI), pp. 336–343, Antalya, November 5–7, 2001.
  20. İ. Levent, H. Gümüşkaya, “Distributed Project Management with Java Mobile Agents on the Web,” International Symposium on Computer and Information Sciences XV (ISCIS XV), İstanbul, October 11–13, 2000.
  21. H. Gümüşkaya, O. Davulcu, E. Akbaş, T. Dursun, “A CORBA and Java Mobile Agents Based Network Management Architecture,” International Symposium on Computer and Information Sciences XIV (ISCIS XIV), pp. 975–982, Kuşadası, İzmir, October 18–20, 1999.
  22. H. Gümüşkaya, E. Akbaş, T. Dursun, O. Davulcu, “Utilization of CORBA, Mobile Agents, Java, and Web Technologies for Network Management,” Regional Conference on Military Communication and Information Systems '99, Vol. 3, pp. 25–34, Zegrze, Poland, October 6–8, 1999.
  23. H. Gümüşkaya, B. Örencik, “Networks Analysis and Comparison of a Parallel Pipelined Architecture for DSP,” International Symposium on Computer and Information Sciences X (ISCIS X), Vol. 2, pp. 621–628, Kuşadası, İzmir, 1995.
  24. H. Gümüşkaya, B. Örencik, F. Kurugöllü, H. Palaz, “Automatic Scheduling of Real-Time Digital Filtering Algorithms onto Processors,” 5th International Conference on Signal Processing Applications and Technology, Vol. 1, pp. 606–611, Dallas, Texas, USA, 1994.
  25. H. Gümüşkaya, H. Palaz, F. Kurugöllü, B. Örencik, “Practical Scheduling of Real-Time Digital Filtering Algorithms onto Multiprocessors,” Euromicro 94, Liverpool, England, 1994.
  26. H. Gümüşkaya, J. F. Beetem, “Galaxy Hardware Description Language,” International Symposium on Computer and Information Sciences VII (ISCIS VII), pp. 487–490, Kemer, Antalya, 1992.
  27. N. Beşli, H. Gümüşkaya, A. Sürmen, “Automation of a Gasoline Engine Test Bed,” 1992 IFAC Workshop on Automatic Control for Quality and Productivity Symposium, Vol. 1, pp. 88–95, İstanbul, 1992. DOI.

National Journal Article

  1. H. Gümüşkaya, Y. Ulcay, “Development of a LAN System for Textile Computer Integrated Manufacturing,” University of Uludağ Journal of the Faculty of Engineering and Architecture, Vol. 8, No. 1, pp. 45–51, 2003. Article.

National Conference Papers

  1. G. Akyol, H. Gümüşkaya, “Çevik Yazılım Geliştirmede BDD/TDD Yöntemlerinin ve Yazılım Kalite Araçlarının Kullanılması: Bir Yazılım Mühendisliği Dersindeki Tecrübe,” 10. Ulusal Yazılım Mühendisliği Sempozyumu, CEUR-WS Vol. 1721, pp. 219–230, Çanakkale, 2016.
  2. C. Bayraktar, O. Karan, H. Gümüşkaya, B. Karlık, “Diyabet Hastalığının Teşhisinde Yaygın Hesaplamanın ve Yapay Sinir Ağlarının Kullanılması,” ELECO'2010 Elektrik Elektronik Bilgisayar Mühendisliği Sempozyumu, Bursa, 2010.
  3. D. Akbaş, H. Gümüşkaya, “Bir Kurumsal Ağın ve Güvenlik Yapılarının Modellenmesi,” ELECO'2010 Elektrik Elektronik Bilgisayar Mühendisliği Sempozyumu, Bursa, 2010.
  4. H. Gümüşkaya, A. V. Gürel, M. V. Nural, “Ortamdan-Haberdar Bir Sistem İçin Mobil Ağ Yazılım Mimarileri,” 2. Ulusal Yazılım Mimarisi Konferansı (UYMK 2008), Ege Üniversitesi, İzmir, 2008.
  5. H. Gümüşkaya, A. V. Gürel, M. V. Nural, “Küçük Mobil Cihazlarda Kablosuz Ağlar Üzerinde SOAP, RMI ve TCP Performans Analizi,” 2. Ulusal Yazılım Mimarisi Konferansı (UYMK 2008), Ege Üniversitesi, İzmir, 2008.
  6. M. Bilgi, H. Gümüşkaya, “Design Issues for Supportable Enterprise Web Architecture using Frameworks,” Turkish Software Architecture Design Workshop (TSAD), ODTÜ, Ankara, 2005.
  7. İ. Levent, H. Gümüşkaya, “Distributed Project Management Using Mobile Agents,” Bilişim 2000, İstanbul, 2000.
  8. O. Adalıer, H. Gümüşkaya, “Centralized Policy-Based Management of VPN Devices Using SNMPv3,” 5th Computer Networks Symposium (BAS2000), pp. 113–121, Bilkent University, Ankara, 2000.
  9. O. Adalıer, H. Gümüşkaya, A. Kaşlı, “IP Tabanlı Sanal Özel Ağlarda SNMPv3 ile Anahtar Yönetimi,” IEEE 2000 Sinyal İşleme ve Uygulamaları Kurultayı (SİU 2000), pp. 233–238, Antalya, 2000.
  10. H. Gümüşkaya, T. Dursun, H. Er, “A Mobile Multi-Agent System Architecture for Intelligent Information Retrieval on the Web,” 8th Turkish Symposium on Artificial Intelligence and Neural Networks (TAINN'99), Boğaziçi University, İstanbul, 1999.
  11. H. Gümüşkaya, S. Çetin, “Sinyal ve Görüntü İşleme İçin Web ve Java Tabanlı Bir Mimari,” IEEE 1999 Sinyal İşleme ve Uygulamaları Kurultayı (SİU '99), pp. 493–498, Bilkent, Ankara, 1999.
  12. H. Gümüşkaya, Ü. Şair, G. Çiftçi, “An Infrastructure for Collaborative Distance Education Over Internet,” The Fourth Turkish Symposium on Computer Networks (BAS'99), Istanbul Technical University, İstanbul, 1999.
  13. T. Dursun, H. Gümüşkaya, “A Java Mobile Agents Based Network Management Architecture,” The Fourth Turkish Symposium on Computer Networks (BAS'99), Istanbul Technical University, İstanbul, 1999.
  14. H. Gümüşkaya, Y. Ulcay, “Tekstil Dokuma İşlemleri için bir LAN ve Barkodlu Üretim Takip Sisteminin Geliştirilmesi,” Elektrik-Elektronik-Bilgisayar Mühendisliği 7. Ulusal Kongresi, Ankara, 1997.
  15. A. Babaev, H. Gümüşkaya, Y. Ulcay, “Development of an Expert System for Diagnosis of Textile Fabric Defects,” 6th Turkish Symposium on Artificial Intelligence and Neural Networks (TAINN'97), Ankara, 1997.
  16. H. Gümüşkaya, C. Z. Tan, B. Örencik, “Bir Paralel Bilgisayar Mimarisinde DSP Uygulamalarının Başarım Analizi,” 5. Sinyal İşleme ve Uygulamaları Kurultayı (SİU'97), pp. 667–672, Kuşadası, İzmir, 1997.
  17. H. Gümüşkaya, B. Örencik, “Sayısal İşaret İşleme için bir Donanım ve Yazılım Ortamı,” 4. Sinyal İşleme ve Uygulamaları Kurultayı, pp. 337–342, Kemer, Antalya, 1996.
  18. H. Gümüşkaya, B. Örencik, “ADF Grafları ile Tanımlı Gerçek-Zaman Süzgeçleri için Paralel Mimariler ve Otomatik Program Üretimi,” 4. Sinyal İşleme ve Uygulamaları Kurultayı (SİU'96), pp. 343–348, Kemer, Antalya, 1996.
  19. H. Gümüşkaya, B. Örencik, “Sayısal İşaret İşleme için Paralel Mimariler,” 3. Sinyal İşleme ve Uygulamaları Kurultayı, Vol. B, pp. 291–296, Kapadokya, Nevşehir, 1995.
  20. D. Demir, İ. Avcıbaş, H. Gümüşkaya, E. Dilaveroğlu, “Nesneye Yönelik Bilgisayarla Görü Ortamı (MAMGÖR),” 3. Sinyal İşleme ve Uygulamaları Kurultayı (SİU'95), Vol. A, pp. 216–221, Kapadokya, Nevşehir, 1995.
  21. H. Gümüşkaya, B. Örencik, A. Akman, “Blok Diyagram Tanımlamalı ve Asenkron Veri Akışı Tabanlı bir Sayısal İşaret İşleme Ortamı,” 2. Sinyal İşleme ve Uygulamaları Kurultayı (SİU'94), pp. 276–281, Gökova, Muğla, 1994.
  22. İ. Avcıbaş, H. Gümüşkaya, D. Demir, B. Sankur, E. Anarım, “Nesneye Yönelik Alt Düzeyde Bilgisayarla Görme Ortamı,” 2. Sinyal İşleme ve Uygulamaları Kurultayı (SİU'94), pp. 59–64, Gökova, Muğla, 1994.
  23. H. Gümüşkaya, Y. Bacak, “Sayısal İşaret İşlemcilerin Yeni Teknolojilere ve Elektronik Mühendisliği Eğitimine Etkileri,” Bursa 3. Elektromekanik Sempozyumu, pp. 336–343, Bursa, 1993.
  24. F. Kurugöllü, A. E. Harmancı, H. Gümüşkaya, “TMS320C25 Yongaları ile Gerçekleştirilmiş Çift İşlemcili Paralel Sayısal İşaret İşleme Sistemi,” 1. Sinyal İşleme ve Uygulamaları Kurultayı (SİU'93), pp. 198–202, Boğaziçi University, 1993.
  25. H. Gümüşkaya, “Gallium Arsenide'nin Bilgisayar Mimarisine Etkileri,” Bursa 3. Bilgisayar ve Haberleşme Sempozyumu, pp. 39–49, Bursa, 1991.

Technical Reports & Other Publications

  1. H. Gümüşkaya, Ulusal Arama Motoru (Damla) Projesi Durum Raporu – Nisan 2013, Technical Report, 11 pages, TÜBİTAK-BİLGEM, 2013.
  2. H. Gümüşkaya, Mevcut Durum Analizi ve Süreç İyileştirme İçin Teklif ve Tavsiyeler, Technical Report, 43 pages, TÜBİTAK-BİLGEM, 2012.
  3. H. Gümüşkaya, First Topics, Technologies, and Scientific Background for Development of a Railway Signalling System, Technical Report, 92 pages, İstanbul Ulaşım A.Ş., 2009.
  4. H. Gümüşkaya, Demiryolu Sinyal Sistemi Geliştirme Süreci ve Yol Haritası için Öneriler, Technical Report, 31 pages, İstanbul Ulaşım A.Ş., 2009.
  5. H. Gümüşkaya, IP Kripto Cihazları Yönetim Sistemi – Yönetim Dokümanı, Versions 1–3, TÜBİTAK-UEKAE, 2001–2002.
  6. H. Gümüşkaya, NATO Security Management AHWG Mission Statement, TÜBİTAK-UEKAE, 2001.
  7. H. Gümüşkaya, “Requirements of a Management System for Security Devices,” TÜBİTAK-UEKAE, 2001.
  8. H. Gümüşkaya, IP Kripto Cihazları Yönetim Sistemi (First Draft, Preparation Draft, and Final Draft), TÜBİTAK-UEKAE, 2000.
  9. H. Gümüşkaya, IP Kripto Cihazları Yönetim Sistemi – Teknik Altyapı, TÜBİTAK-UEKAE, 2000.
  10. H. Gümüşkaya, Ağ Yönetimi: Gelecek MEBS (Milli Elektronik Bilgi Sistemleri) Güvenlik Sistemleri, Technical Report, 38 pages, TÜBİTAK-UEKAE, 1999.
  11. H. Gümüşkaya, “Sayısal İşaret İşlemcilerin Bilgisayarlara Olan Etkileri,” Byte, May 1994.