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Araştırma ve Bilimsel Yayınlar

Uluslararası hakemli dergilerde yayınlanan makaleler  (SCI-Expanded, SSCI ve AHCI )

  1. Cagatay Catal, Banu Diri, (2009), “Investigating the Effect of Dataset Size, Metrics Sets, and Feature Selection Techniques on Software Fault Prediction Problem”, Information Sciences, Elsevier, Vol. 179, No. 8, pp. 1040-1058.
  2. Cagatay Catal, Banu Diri (2009), “A Systematic Review of Software Fault Prediction Studies”,   Expert Systems with Applications, Vol 36, No. 4, pp. 7346-7354.
  3. Cagatay Catal, Banu Diri, (2009), “Unlabeled Extra Data does not Always Mean Extra Performance for Semi-Supervised Fault Prediction”,   Expert Systems: Journal of Knowledge Engineering, Blackwell Publishing, Vol 26, No.5, pp. 458-471.
  4. Cagatay Catal, (2011), “Software Fault Prediction: A Literature Review and Current Trends”, Expert Systems with Applications, Vol. 38, pp. 4626-4636.
  5. Oral Alan, Cagatay Catal, (2011), “Thresholds Based Outlier Detection Approach for Mining Class Outliers: An Empirical Case Study on Software Measurement Datasets”, Expert Systems with Applications, Vol. 38, No. 4, pp. 3440-3445.
  6. Cagatay Catal, Uğur Sevim, Banu Diri, (2011), “Practical Development of an Eclipse-based Software Fault Prediction Tool using Naive Bayes Algorithm”, Expert Systems with Applications, Vol 38, No.3, pp. 2347-2353.
  7. Cagatay Catal, (2012), “Performance Evaluation Metrics for Software Fault Prediction Studies”, Acta Polytechnica Hungarica, Vol. 9, No. 4, pp. 193-206.
  8. Cagatay Catal, (2012), “Software Mining and Fault Prediction”, Wiley Interdisciplinary Reviews-Data Mining and Knowledge Discovery, Vol. 2, No. 5, pp. 420-426.
  9. Cagatay Catal, Oral Alan, Kerime Balkan, (2011), “Class Noise Detection based on Software Metrics and ROC Curves”, Information Sciences, Vol. 181, No. 21, pp. 4867-4877.
  10. Cagatay Catal, Banu Diri, (2013), “A Fault Detection Strategy for Software Projects”, Technical Gazette, Vol. 20, No. 1, pp. 1-7.
  11. Çatal Ç., Mishra D. (2013), “Test Case Prioritization: A Systematic Mapping Study”, Software Quality Journal, Vol.21, 445-478.
  12. Patlar Akbulut  F., Akkur E., Akan A., Yarman B.S, “A decision support system to determine optimal ventilator settings”,  BMC Medical Informatics and Decision Making 2014, 14:3.
  13. Cagatay Catal, Selin Tufekci, Elif Pirmit, Guner Kocabag (2015)  On the Use of Ensemble of Classifiers for Accelerometer-Based Activity Recognition Applied Soft Computing, (Accepted for publication)
  14. Cagatay Catal (2016)  The use of cross-company fault data for software fault prediction problem Turkish Journal of Electrical Engineering & Computer Science 24:  5.  3714-3723.
  15. Cagatay Catal, Suat Guldan (2017)  Product Review Management Software Based on Multiple Classifiers, IET Software. 
  16. Akhan Akbulut, Cagatay Catal, Fatma Patlar Akbulut (2017)  A Cloud-based Recommendation Service using Principle Component Analysis-Scale Invariant Feature Transform Algorithm, Neural Computing and Applications. 
  17. Cagatay Catal, Mehmet Nangir (2017)  A Sentiment Classification Model Based On Multiple Classifiers,  Applied Soft Computing 50:  135-141 January. 
  18. Demircan-Tureyen, E., Kamasak, M.E. (2017), "A discretized tomographic image reconstruction based upon total variation regularization", Biomedical Signal Processing and Control (38: 44-54 ). 


Uluslararası  diğer hakemli dergilerde yayınlanan makaleler

  1. Cagatay Catal, (2009), “Barriers to the Adoption of Software Product Line Engineering”, ACM Software Engineering Notes, Vol. 34, No.6, pp. 1-4
  2. Cagatay Catal, (2013), “A Survey of Test Case Prioritization Techniques”, International Journal of Software Engineering, Vol 6, No. 2, pp. 45-74.
  3. Cagatay Catal, (2013), “Teaching Evidence-Based Software Engineering to Master Students: A Single Lecture within a Course or an Entire Semester-Long Course”, ACM Software Engineering Notes, Vol. 38, No. 2, pp. 1-2
  4. Çatal Ç. (2014), “A Comparison of Semi-Supervised Classification Approaches for Software Defect Prediction”, Journal of Intelligent Systems, DOI: 10.1515/jisys-2013-0030.
  5. Cagatay Catal, Ayse Fenerci, Burcak Ozdemir, Onur Gulmez, (2015),  Improvement of Demand Forecasting Models with Special Days,  Procedia Computer Science, Vol. 59, 262-267.
  6. Zeeshan Anwar, Ali Ahsan, Cagatay Catal (2016)  Neuro-Fuzzy Modeling for Multi-Objective Test Suite Optimization Journal of Intelligent Systems 25:  2.  123-146.
  7. Öznur ŞENGEL, Muhammed Ali AYDIN (2016), "Wavelength Division Multiplexing And Energy Efficiency", The Online Journal of Science and Technology, ISSN 2146-7390, Volume 6 - Issue 4. 58-65.
  8. Demircan-Tureyen, E. and Kamasak, M.E., "Directional Total Variation Based Image Deconvolution with Unknown Boundaries.", International Conference on Computer Analysis of Images and Patterns, Ystad, Sweden, 2017. In: CAIP 2017 Proceedings in LNCS, Springer, 10425 (pp. 473-484).


Uluslararası bilimsel toplantılarda sunulan ve bildiriler kitabında basılan bildiriler

  1. CagatayCatal, (2012),“The Ten Best Practices for Test Case Prioritization”,In: ICIST 2012 Proceedings, Springer-Verlag CCIS (Communications in Computer and Information Science) series Kaunas University of Technology, 13-14 September 2012 Kaunas, Lithuania.

  2. Cagatay Catal, (2012), “On the Application of Genetic Algorithms for Test Case Prioritization: A Systematic Literature Review”, EAST 2012, Lund, Sweden.

  3. Cagatay Catal, Muratcan Atalay, “A Systematic Mapping Study on Architectural Analysis”, 10th International Conference on Information Technology: New Generations (ITNG 2013), Las Vegas, Nevada.

  4. İlgen, Bahar, Eşref Adalı, and A. Cüneyd Tantuğ. "A Comparative Study to Determine the Effective Window Size of Turkish Word Sense Disambiguation Systems." Information Sciences and Systems 2013. Springer International Publishing, 2013. 169-176.

  5. İlgen, Bahar, Eşref Adalı. " Exploring the Effect of Bag-of-words and Bag-of-Bigram Features on Turkish Word Sense Disambiguation." International Conference on Turkic Language Processing. November, 2014.

  6. Demircan-Tureyen, E. and Kamasak, M. E. (2015), “A Compressed Sensing Based Approach on Discrete Algebraic Reconstruction Technique.”, 37th Annual International Conference of IEEE Engineering in Medicine and Biology Society, Milano, Italy, 2015. 7494-7497.

  7. Şengel Ö., Aydın M.A., "Dalgaboyu Bölmeli Çoğullama Yapıları ve Enerji Verimliliği", International Science and Technology Conference (ISTEC 2015), St.Petersburg, Russia, 2-4 September 2015.

  8. Akhan AKBULUT, Cagatay CATAL, Ece DEMIRAY, Okan OZEN (2016)Mobile Application Testing on Xamarin Test Cloud In: National Conference on Software Engineering, Track on Software Testing 24-26 October 2016.

  9. Cagatay CATAL, Akhan AKBULUT, Gozde KARATAS, Zeynel ABIDIN SEZER (2016)A Systematic Mapping Study on Software Architecture Recovery In: International Conference on Computer Science and Engineering 20-23 October 2016 Tekirdag, Turkey.

  10. Şengel Ö., Kurşun O., “Path-based connectivity for clustering genome sequences”, The 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC'16), Florida USA, August 16-20, 2016.

  11.  Melike GÜNAY, Tolga ENSARİ,’ “Diabet Diagnosis with Machine Learning”, International Conference on Artificial Intelligence and Soft Computing”, 9th-10th August, 2017, Amsterdam, Netherlands. 

 Uluslararası bilimsel toplantılarda sunulan ve bildiri özetleri kitabında basılan bildiriler 

  1. Şengel Ö., Günay M., “Assistant Assignment to Final Exams”, 20th Conference of the International Federation of Operational Research Societies (IFORS 2014), Barcelona, Spain, 13-18 July 2014.



Ulusal bilimsel toplantılarda sunulan ve bildiri kitabında basılan bildiriler

  1. Cagatay Catal, (2005), “Software Configuration Management Patterns and Minimalist Patterns Pyramid”, Informatics 2005, Ankara.
  2. Cemal Yilmaz, Cagatay Catal, Oya Kalipsiz, Adam Porter, (2005), “Distributed Quality Assurance”, National Software Engineering Conference, Ankara.
  3. Cagatay Catal, Lale Ozyilmaz, (2005), “Multiple Myeloma Gene Expression Data Analysis with Multi Layer Perceptrons”, National Conference on Biomedical Engineering, Istanbul.
  4. Cagatay Catal, Burak Selcuk Soyer, Bulent Ozumut, (2007), “Eclipse-based Integrated Development Environment for Embedded System Development”, Academic Informatics 2007 Kutahya.
  5. Cagatay Catal, Banu Diri, (2007), “New Approaches for Software Quality Classification Problem: Artificial Immune Systems”, In: National Software Engineering Conference, Bilkent University, Ankara. 
  6. Cagatay Catal, Banu Diri, (2008), “How can We Perform Successful Experiments in Software Engineering”, Academic Informatics 2008, Canakkale.
  7. Gokhan Boluk, Bulent Ozumut, Cagatay Catal, (2008), “Development of Event-Driven Embedded Application Software using Hierarchical State Machines”, Turkish Software Architecture Conference, Izmir.
  8. Cagatay Catal, Banu Diri, (2008), “Automatic Identification of Low Quality / High Risk Modules using Software Metrics”, Turkish Software Quality and Software Development Tools Conference, Istanbul.  
  9. Oral Alan, Cagatay Catal, Ugur Sevim, Banu Diri, (2009), “A Fault Prediction Tool with Limited Fault Data”, National Software Engineering Symposium, UYMS 2009, Research Prototypes Demo, Istanbul.
  10. Suat Guldan, Cagatay Catal, (2010), “Modeling of Course and Lecturer Evaluation System with Software Product Line Engineering Approach”, 2nd National Software Quality and Software Development Tools Symposium (YKGS 2010), pp. 175-179, Istanbul.
  11. Cagatay Catal, (2010), “Towards Domain-Specific Software Engineering from Traditional Software Engineering”, Academics Informatics 2010, Mugla.
  12. Cagatay Catal, (2011), “Evaluation of Evidence-Based Software Engineering for Universities and Software Companies”, National Software Engineering Symposium (UYMS 2011), 26-28   October 2011, METU, Ankara.
  13. Akkur E., Patlar Akbulut F., Şenocak M., Akan A., (2013) “Akut Koroner Sendromu ön tanısı için Sınıflandırma Yöntemleri” , Tıp Teknolojileri Ulusal Kongresi (TIPTEKNO) 2013, Antalya, Türkiye
  14.   Çatal, Ç., Alper, H., Şerbetçioğlu, E. (2014), “KOAH Hastalarında Tele Pulmoner Rehabilitasyon için Kinect Temelli Ev Egzersiz Yazılımı”, Ulusal Yazılım Mühendisliği Sempozyumu (UYMS 2014), 8-10 Eylül 2014, ODTÜ Kuzey Kıbrıs Kampüsü, KKTC.
  15.   Karataş, G., Çatal Ç. (2014), “Yalın Yazılım Geliştirme: Sistematik Eşleme Çalışması”, Ulusal Yazılım Mühendisliği Sempozyumu (UYMS 2014), 8-10 Eylül 2014, ODTÜ Kuzey Kıbrıs Kampüsü, KKTC.
  16.   Çatal, Ç., “Yeni Bir Ders Tasarımı: Standartlarla Yazılım Geliştirme”, Akademik Bilişim 2014, 5-7 Şubat 2014, Mersin, Türkiye.
  17. Demircan-Tureyen E., Kamasak M. E. (2015), “Çok Etiketli İmgelerin Geriçatımı için İyileştirilmiş TvMin+DART Algoritması”, TIPTEKNO’15: Tıp Teknolojileri Ulusal Kongresi, Mugla, Türkiye.
  18. Demircan-Tureyen, E., Kamasak, M. E. and Bayram, I.,“ Image Reconstruction from Sparse Samples Using Directional Total Variation Minimization”, 24th IEEE Signal Processing and Applications Conference (SIU-2016), Zonguldak, Turkey.

  19. Akhan AKBULUT, Fatma Patlar AKBULUT, Hakan KOSEOGLU, Cagatay CATAL (2017)  Design and Implementation of an Automatic Code Generation Tool for End-user Development Dokuz Eylül Üniversitesi Mühendislik Fakültesi Fen ve Mühendislik Dergisi (DEÜ-FMD) 19:  55.  January. 

  20. Melike GÜNAY, Tolga ENSARİ, "Yüz Tanıma Algoritmalarının Karşılaştırılması- Comparison of Face Recognition Algorithms", 25. Sinyal İşleme ve İletişim Uygulamaları Kurultayı (SIU-2017), Antalya, Türkiye.

Diğer ulusal dergilerde yayınlanan makaleler

  1. Cagatay Catal, (2007), “GOMSIS Integrated Development Environment”, The Chamber of Electrical Engineers (EMO), Special Issue on Free Software, Number 4.
  2. Akkur E., Patlar Akbulut F., Şenocak M., Akan A., (2013) “Akut Koroner Sendromu ön tanısı için Sınıflandırma Yöntemleri” , Tıp Teknolojileri Ulusal Kongresi (TIPTEKNO) 2013, Antalya, Türkiye.
  3. Akhan AKBULUT, Fatma Patlar AKBULUT, Hakan KOSEOGLU, Cagatay CATAL (2017)  Design and Implementation of an Automatic Code Generation Tool for End-user Development Dokuz Eylül Üniversitesi Mühendislik Fakültesi Fen ve Mühendislik Dergisi (DEÜ-FMD) 19:  55.1.  76-88 January. 


Kitap Bölümleri

  1.   Cagatay Catal, Soumya Banerjee, (2010), “Application of Artificial Immune Systems Paradigm for Developing Software Fault Prediction Models”, In: Evolutionary Computation and Optimization Algorithms in Software Engineering, IGI Global, USA.


  1. Cagatay Catal, Uğur Sevim, Banu Diri, (2010), “Metrics-Driven Software Quality Prediction without Prior Fault Data”, In: Electronic Engineering and Computing Technology, pp. 189-199 Springer, Netherlands.



  1. Cagatay Catal, “Software Engineering Methods and Advanced Topics”, Papatya Bookstore, 2012 (in Turkish).




  1. Engin Karabulut, Abid Uveys Danis, Cagatay Catal, (2008), “General Purpose Embedded System Development Platform”, GOMSIS 2008.


Son Güncellenme Tarihi
2017-10-25 13:18:19