Intelligent Agents based Simulation using JACK Development Environment

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1 Resume Name Surname: Çağatay ÇATAL Birthdate: 1981 Education: Derece Department/Program University Year BS Computer Engineering ĐTÜ (Đstanbul Technical University) 2002 MSc Computer Engineering ĐTÜ (Đstanbul Technical University) 2004 PhD Computer Engineering YTÜ (Yildiz Technical University) 2008 Title of Master Thesis and Thesis Advisor : Intelligent Agents based Simulation using JACK Development Environment Prof. Dr. Coşkun SÖNMEZ Title of PhD thesis and Thesis Advisor : The Application of Artificial Immune Systems for Software Fault Prediction Problem Assoc. Prof. Dr. Banu DĐRĐ Görevler: Job Title Job Location Year Associate Đstanbul Kültür University, Computer Engineering April 2014 Professor (*) Assistant Đstanbul Kültür University, Computer Engineering Professor Instructor Dr. Đstanbul Kültür University, Computer Engineering Senior Researcher TÜBĐTAK-BĐLGEM, Information Technologies Institute * Associate Professor title, 25 April Master Students Advised: Mehmet NANĞIR, Sentiment Classification using Multiple Classifier Systems for Turkish Documents, Eylül 2012-Eylül 2013 (Compled). Suat GÜLDAN, Review Spam Detection, 2013-still. Ahmet Raşit DEMĐRKAN, Personality Prediction based on Twitter Data, 2013-still. PhD Students Advised: There is no Phd program in the department.

2 Projects involved in : GENESĐS: Turkish Navy Command has deemed it necessary to modernize the Battle Management Systems currently equipping its fleet of American-built FFG-7 Perry Class frigates. The GENESIS Project has been instigated by Navy Command to meet this need and furthermore to invigorate domestic research and development. The intention is to use domestically available development and project management resources where practicable in the development of battle management system hardware and software, in system and platform integrations, in test and validation, documentation and user training as well as in product life cycle maintenance and similar tasks. I implemented the map server management unit and the client library for Map Management System using ACE, QT and C++. IEEE standard was used in this project. In addition, I prepared SRS (Software Requirement Specification), SDD (Software Design Description), STP (Software Test Plan), STD (Software Test Description), STR (Software Test Report) documents for the software components I developed. GÖMSĐS: In this project, I developed several Eclipse plug-ins using Java language to simplify the development of embedded systems based on Linux kernel. An Eclipse product has been built at the end of the project. YAKUT: I was the project manager of this project which was supported by Research Council of Turkey (TUBITAK). Fund: $100,000. The full name of this research project is Development of Software Fault Prediction Methods with Limited or No-Fault Data. My team and I implemented an Eclipse-based plug-in for software fault prediction problem, built new models for several challenging prediction problems, and published several articles in journals. YKTDM: National Software Testing and Quality Assessment Center: My colleague and I proposed this project to open the first national software testing center in Turkey. Financial support was obtained from State Planning Organization of TURKEY for two years. Total fund was 1,500,000 USD. Managerial Jobs : 1. Đstanbul Kültür University, Department of Computer Engineering [2012-still]: Erasmus Department Coordinator, Major/Minor/DGS Student Advisor, Industry Training Committee Member, Accreditation (MÜDEK) Coordinator 2. TÜBĐTAK-BĐLGEM, Information Technologies Institute [ ]: Senior Researcher Membership for Scientific Organizations : - Awards: 2014, GE Innovation Challenge, Health Category, TEB Special Award Best Project Award in TUBITAK-Marmara Research Center 2005 Acknowledgement Certification for C4ISR Project Contribution 2007 Acknowledgement Certification for GOMSIS Project Contribution 2009 Acknowledgement Certification for Improvement Suggestions 2008 Acknow.Certification for Software Development Process in CMMI 2009 Acknow. Certification for Measurement Process in CMMI 2009

3 Courses Taught within the last two years: (*) indicate graduate courses: Year Semester Course Weekly Hour # of Theory Lab student System Analysis and Design Spring * Software Architecture Graduation Projects IT Project Management Summer Object Oriented Programming Introduction to Programming Operating Systems Autumn Introduction to Programming Graduation Projects Programming-II Spring System Analysis and Design IT Project Management Graduation Projects Special Topics in Computer Engineering Summer Programming-I Programming-II Software Quality and Testing Autumn Software Development with Standards * Software Architecture Programming-I Graduation Projects PAPERS A. International Journal Papers : A1. Çağatay ÇATAL, "Software Mining and Fault Prediction", WIREs Data Mining and Knowledge Discovery (ISI), Vol. 2, No. 5, , 2012, DOI: /widm.1067 A2. Çağatay Çatal, Deepti Mishra, "Test Case Prioritization: A Systematic Mapping Study", Software Quality Journal (ISI), Vol. 21, , 2013, DOI: /s z A3. Çağatay Çatal, Banu Diri, A Fault Detection Strategy for Software Projects, Technical Gazette (ISI), Vol. 20, No. 1, 1-7, A4. Çağatay Çatal, "Performance Evaluation Metrics for Software Fault Prediction Studies", Acta Polytechnica Hungarica (ISI), Vol.9, No. 4, , A5. Çağatay Çatal, Oral Alan, Kerime Balkan, "Class Noise Detection based on Software Metrics and ROC Curves", Information Sciences (ISI), pp., 2011, DOI: A6. Çağatay Çatal, "Software Fault Prediction: A Literature Review and Current Trends", Expert Systems with Applications (ISI), pp., 2011, DOI:

4 A7. Oral Alan, Çağatay Çatal, "Thresholds Based Outlier Detection Approach For Mining Class Outliers: An Empirical Case Study on Software Measurement Datasets", Expert Systems with Applications (ISI), pp., 2011, DOI: A8. Çağatay Çatal, Uğur Sevim, Banu Diri, "Practical Development of an Eclipse-based Software Fault Prediction Tool using Naive Bayes Algorithm",Expert Systems with Applications (ISI), pp., 2011, DOI: A9. Çağatay Çatal, Banu Diri, "Investigating the Effect of Dataset Size, Metrics Sets, and Feature Selection Techniques on Software Fault Prediction Problem", Information Sciences (ISI), pp., 2009, DOI: A10. Çağatay Çatal, Banu Diri, "Unlabelled Extra Data do not Always Mean Extra Performance for Semi-supervised Fault Prediction", Expert Systems: Journal of Knowledge Engineering (ISI), pp., 2009, DOI: /j x A11. Çağatay Çatal, Banu Diri, "A Systematic Review of Software Fault Prediction Studies", Expert Systems with Applications (ISI), pp., 2009, DOI: A12. Çağatay Çatal, "Barriers to the adoption of software product line engineering", ACM SIGSOFT Software Engineering Notes, 1-4 pp., 2009, DOI: / A13. Çağatay Çatal, 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, 1-2, A14. Çağatay Çatal, A Comparison of Semi-Supervised Classification Approaches for Software Defect Prediction, Journal of Intelligent Systems, DOI: /jisys , Online: Ağustos B. International Conference Papers : B1.Çağatay Çatal, Muratcan Atalay, Information Technology: New Generations uluslar arası konferansı dahilinde bildiriler kitapçığındaki A Systematic Mapping Study on Architectural Analysis, , Nevada, ABD, Nisan 2013 B2. Çağatay Çatal, THE 18TH INTERNATIONAL CONFERENCE ON INFORMATION AND SOFTWARE TECHNOLOGIES konferansı dahilinde "Springer-Verlag CCIS (Communications in Computer and Information Science) series" bildiri kitapçığındaki "The Ten Best Practices for Test Case Prioritization", pp., Kaunas, Litvanya, Eylül 2012 B3. Çağatay Çatal, Empirical Software Engineering International Week (ESEM 2012) konferansı içerisinde, The 2nd International Workshop on Evidential Assessment of Software Technologies (EAST 2012) çalıştayı konferansı dahilinde "Proceedings of The 2nd International Workshop on Evidential Assessment of Software Technologies (EAST 2012)" bildiri kitapçığındaki "On the Application of Genetic Algorithms for Test Case Prioritization: A Systematic Literature Review", 9-14 pp., Lund, Đsveç, Eylül 2012 B4. Çağatay Çatal, Mehmet S. Aktaş, The Twenty-Third International Conference on Software Engineering and Knowledge Engineering (SEKE 2011) konferansı dahilinde

5 "Proceedings of the 23rd International Conference on Software Engineering and Knowledge Engineering" bildiri kitapçığındaki "A Composite Project Effort Estimation Approach in an Enterprise Software Development Project", pp., Miami, Florida, ABD, Temmuz 2011 B5. Çağatay Çatal, Oral Alan, Uğur Sevim, Đpek Türcan, South East European Software Test Conference 2009 konferansı dahilinde "Proceedings of South East European Software Test Conference 2009" bildiri kitapçığındaki "No Need a PhD to Predict Software Faults", 1-16 pp., Sofya, Bulgaristan, Haziran 2009 B6. Çağatay Çatal, EUROCON 2009 konferansı dahilinde "Proceedings of the EUROCON 2009" bildiri kitapçığındaki "Codifying Domain-Specific Experience into Software Development Tools: An Eclipse-based Embedded Platform Development Experience", pp., St. Petersburg, Rusya, Mayıs 2009 B7. Çağatay Çatal, Uğur Sevim, Banu Diri, 6th International Conference on Information Technology: New Generations, Software Engineering Track konferansı dahilinde "Proceedings of ITNG 2009" bildiri kitapçığındaki "Clustering and Metrics Thresholds based Software Fault Prediction of Unlabeled Program Modules", pp., Las Vegas, Nevada, ABD, Nisan 2009 B8. Çağatay Çatal, Uğur Sevim, Banu Diri, International Conference of Computer Science and Engineering, World Congress on Engineering (WCE 2009) konferansı dahilinde "Proceedings of the World Congress on Engineering 2009 Vol I" bildiri kitapçığındaki "Software Fault Prediction of Unlabeled Program Modules", pp., Londra, Đngiltere, Temmuz 2009 B9. Çağatay Çatal, 1st International Workshop on Intelligent Security Systems konferansı dahilinde "Proceedings of IntelliSec 2009, Intelligent Security Systems" bildiri kitapçığındaki "Integrating Machine Intelligence with Source Code Static Analyzers to Develop Intelligent Secure Systems,", pp., Bükreş, Romanya, November 2009 B10. Oral Alan, Çağatay Çatal, 24th International Symposium on Computer and Information Sciences konferansı dahilinde "Proceedings of ISCIS 2009" bildiri kitapçığındaki "An Outlier Detection Algorithm Based on Object-Oriented Metrics Thresholds", pp., Güzelyurt, KKTC, Eylül 2009 B11. Çağatay Çatal, Quality for Financial Applications (QAFA) and Test Management Summit (TMS) konferansı dahilinde "Proceedings of the Quality for Financial Applications (QAFA) and Test Management Summit (TMS)" bildiri kitapçığındaki "Predictable Software Quality: Complexity and Security Concerns", 6-16 pp., Krakow, Polonya, Nisan 2008 B12. Çağatay Çatal, Banu Diri, 2nd IEEE International Symposium on Theoretical Aspects of Software Engineering konferansı dahilinde "Proceedings of TASE 2008" bildiri kitapçığındaki "A Conceptual Framework to Integrate Fault Prediction Sub-process for Software Product Lines", pp., Nanjing, Çin, Haziran 2008 B13. Çağatay Çatal, Banu Diri, 9th International PROFES (Product Focused Software Development and Process Improvement) konferansı dahilinde "Proceedings of PROFES 2008" bildiri kitapçığındaki "A Fault Prediction Model with Limited Fault Data to Improve Test Process", pp., Roma, Đtalya, Haziran 2008 B14. Çağatay Çatal, Banu Diri, South East European Software Testing Conference konferansı dahilinde "Proceedings of South East European Software Testing Conference" bildiri kitapçığındaki "Cost-Effective Allocation of Testing Resources by Using Fault Prediction Models", 1-10 pp., Sofya, Bulgaristan, Temmuz 2008

6 B15. Çağatay Çatal, Banu Diri, 2nd International Conference on Dependability of Computer Systems (DepCos-Relcomex 2007) konferansı dahilinde "Proceedings of DepCos-Relcomex 2007" bildiri kitapçığındaki "An Artificial Immune System Approach for Fault Prediction in Object-Oriented Software", pp., Szklarska Poreba, Polonya, Haziran 2007 B16. Çağatay Çatal, Banu Diri, 25th IASTED International Multi-Conference on Software Engineering konferansı dahilinde "Proceedings of 25th IASTED International Multi- Conference on Software Engineering" bildiri kitapçığındaki "Software Defect Prediction using Artificial Immune Recognition System", pp., Innsbruck, Avusturya, Şubat 2007 B17. Çağatay Çatal, Banu Diri, Product-Focused Software Process Improvement (PROFES 2007) konferansı dahilinde "Proceedings of PROFES 2007" bildiri kitapçığındaki "Software Fault Prediction with Object-Oriented Metrics Based Artificial Immune Recognition System", pp., Riga, Litvanya, Temmuz 2007 B18. Çağatay Çatal, Banu Diri, International Conference on Applied Computing konferansı dahilinde "Proceedings of IADIS 2007" bildiri kitapçığındaki "Application and Benchmarking of Artificial Immune Systems to Classify Fault-Prone Modules for Software Development Projects", pp., Salamanca, Đspanya, Şubat 2007 B19. Çağatay Çatal, Lale Özyılmaz, 2nd International Conference From Scientific Computing to Computational Engineering konferansı dahilinde "Proceedings of 2nd International Conference From Scientific Computing to Computational Engineering" bildiri kitapçığındaki "Analysis and Performance Evaluation of Multiple Myeloma Gene Expression Data by Artificial Neural Networks", 1-5 pp., Atina, Yunanistan, Temmuz 2006 B20. Çağatay Çatal, Lale Özyılmaz, The 14th Turkish Symposium on Artificial Intelligence and Neural Networks (International Conference) konferansı dahilinde "Proceedings of The 14th Turkish Symposium on Artificial Intelligence and Neural Networks (International Conference)" bildiri kitapçığındaki "Enhancing Neural Network Performance using Genetic Optimization over Multilayer Perceptron", pp., Đzmir, Haziran 2005 B21. Çağatay Çatal, Coşkun Sönmez, International Conference on Intelligent Knowledge Systems konferansı dahilinde "Proceedings of International Conference on Intelligent Knowledge Systems" bildiri kitapçığındaki "Design and Implementation of an Intelligent Agent Based Simulation System Using JACK Development Environment", 1-6 pp., Assos, Çanakkale, Ağustos 2004 C. Book Chapters and Books : C1. Çağatay Çatal, Yazılım Mühendisliği Yöntemleri - Đleri Konular, 170 pp., Đstanbul, Papatya Yayıncılık, 2012 C2. Çağatay Çatal, Soumya Banerjee, Monica Chiş, Evolutionary Computation and Optimization Algorithms in Software Engineering: Applications and Techniques (Application of Artificial Immune Systems Paradigm for Developing Software Fault Prediction Models), pp., United States of America, IGI Global, 2010 C3. Çağatay Çatal, Uğur Sevim, Banu Diri, Sio-Iong Ao, Len Gelman, Electronic Engineering and Computing Technology Series:Lecture Notes in Electrical Engineering (Metrics-Driven Software Quality Prediction Without Prior Fault Data), pp., Heidelberg, Springer, 2010

7 D. National Journal Papers : None. E. National Conference Paper Proceedings: E1. Çağatay Çatal, Ulusal Yazılım Mühendisliği Sempozyumu 2011 konferansı dahilinde "UYMS 2011" bildiri kitapçığındaki "Kanıta Dayalı Yazılım Mühendisliğinin Üniversiteler ve Şirketler Açısından Değerlendirilmesi", pp., Ankara, Türkiye, Ekim 2011 E2. Suat Güldan, Çağatay Çatal, Yazılım Kalitesi ve Yazılım Geliştirme Araçları Sempozyumu konferansı dahilinde "YKGS 2011 Bildiri Kitapçığı" bildiri kitapçığındaki "Yazılım Ürün Hattı Mühendisliği Yaklaşımıyla Ders ve Öğretim. Elemanı Değerlendirme Sisteminin Modellenmesi", pp., Đstanbul, Aralık 2010 E3. Çağatay Çatal, Akademik Bilişim konferansı dahilinde "Akademik Bilişim bildiri kitabı" bildiri kitapçığındaki "Geleneksel Yazılım Mühendisliğinden Alana Özel Yazılım Mühendisliğine Doğru", pp., Muğla, Şubat 2010 E4. Oral Alan, Çağatay Çatal, Uğur Sevim, Banu Diri, Ulusal Yazılım Mühendisliği Sempozyumu konferansı dahilinde "UYMS 2009 Bildiri kitabı" bildiri kitapçığındaki "Sınırlı Sayıda Kusur Verisiyle Yazılım Kusur Kestirim Aracı - YAKUT", pp., Đstanbul, Ekim 2009 E5. Gökhan Bölük, Bülent Özümüt, Çağatay Çatal, Ulusal Yazılım Mimarisi Konferansı konferansı dahilinde "Ulusal Yazılım Mimarisi Konferansı Bildiri Kitabı" bildiri kitapçığındaki "Hiyerarşik Durum Makineleri ile Olay Güdümlü Uygulama Yazılımı Geliştirmesi", pp., Đzmir, Eylül 2008 E6. Çağatay Çatal, Banu Diri, Yazılım Kalitesi ve Yazılım Geliştirme Araçları Sempozyumu konferansı dahilinde "Yazılım Kalitesi ve Yazılım Geliştirme Araçları Sempozyumu bildiri kitabı" bildiri kitapçığındaki "Yazılım Metriklerini Kullanarak Düşük Kaliteli / Yüksek Riskli Modüllerin Otomatik Tespiti", pp., Đstanbul, Ekim 2008 E7. Çağatay Çatal, Banu Diri, Akademik Bilişim konferansı dahilinde "Akademik Bilişim 2008 bildiri kitabı" bildiri kitapçığındaki "Yazılım Mühendisliğinde Başarılı Deneyleri Nasıl Gerçekleştirebiliriz?", pp., Çanakkale, Ocak 2008 E8. Çağatay Çatal, Banu Diri, Ulusal Yazılım Mühendisliği Sempozyumu konferansı dahilinde "UYMS 2007 Bildiri kitabı" bildiri kitapçığındaki "Yazılım Kalite Sınıflandırma Probleminde Yeni Yaklaşımlar: Yapay Bağışıklık Sistemleri", pp., Ankara, Eylül 2007 E9. Çağatay Çatal, Burak Selçuk Soyer, Bülent Özümüt, Akademik Bilişim 2007 konferansı dahilinde "Akademik Bilişim 2007 bildiri kitabı" bildiri kitapçığındaki "Gömülü Sistemler için Eclipse Tabanlı Tümleşik Geliştirme Ortamı", 1-9 pp., Kütahya, Şubat 2007 E10. Cemal Yılmaz, Çağatay Çatal, Oya Kalıpsız, Adam Porter, Ulusal Yazılım Mühendisliği Sempozyumu konferansı dahilinde "UYMS 2005 bildiri kitabı" bildiri kitapçığındaki "Dağıtık Kalite Güvencesi", pp., Ankara, Eylül 2005 E11. Çağatay Çatal, Bilişim 2005 konferansı dahilinde "Bilişim 2005 bildiri kitapçığı" bildiri kitapçığındaki "Yazılım Konfigürasyon Yönetimi Kalıpları ve Minimalist Kalıplar Piramidi", pp., Ankara, Kasım 2005

8 E12. Çağatay Çatal, Lale Özyılmaz, Biyomedikal Mühendisliği Sempozyumu (BĐYOMUT) 2005 konferansı dahilinde "BĐYOMUT 2005 Bildiri Kitapçığı" bildiri kitapçığındaki "Çok Katmanlı Algılayıcı ile Multiple Myeloma Hastalığının Gen Ekspresiyon Veri Çözümlenmesi", 2-6 pp., Đstanbul, Mayıs 2005 E13. Çağatay Çatal, Kemalettin Erbakırcı, Yaşar Erenler<br>, TAINN 2003 (Turkish Symp. on Artificial Intelligence and Neural Networks) konferansı dahilinde "TAINN 2003 Bildiri kitabı" bildiri kitapçığındaki "Computer-based Authorship Attribution for Turkish Documents", pp., Çanakkale, Temmuz 2003 F. Others : F1. Çağatay Çatal, 2007, GÖMSĐS Tümleşik Geliştirme Ortamı, Elektrik Mühendisleri Odası (EMO), Özgür Yazılım Özel Sayısı, Sayı 4 F2. Engin Karabulut, Abid Üveys Danış, Çağatay Çatal, (2008), Genel Amaçlı Gömülü Sistem Geliştirme Platformu, Poster.