Research

HONORS & AWARDS

I have been recognized in the world’s top 2% of Scientists List (Artificial Intelligence category) compiled by researchers from Stanford University in 2020, 2021, and 2022. This prestigious list was created by Professor John P. A. Ioannidis and his research team from Stanford University. The study involved the compilation of a publicly available database of 100,000 top scientists, providing comprehensive information on citations, h-index, co-authorship-adjusted hm-index, citations to papers in different authorship positions, and a composite indicator.

FUNDED PROJECTS

Qatar University, Internal Grant (Student Grant), 2022, 7000 QAR

Qatar University, Internal Grant (Student Grant), 2021, 6000 QAR

Qatar University, Internal Grant (Graduate Assistantship-GA), 2022

INREF Project, Smart Indonesian Agriculture: Development, Logistics and Evaluation for Animal Protein Production (Smart-In-Ag) (2019): Co-promoter for 2 PhD students, 1.2 Million Euro, supported by Wageningen University & Research in the Netherlands and Indonesia.

Erasmus+ Project, VIRAL (2019): Vitalising ICT Relevance In Agricultural Learning, a collaboration project with 16 partners from the Balkans, supported by EU, 65K euro.

SPARC-India Collaboration Project (2019): Systematic Malware Detection and Analysis of Software-Intensive Systems (MaDeSiS), Travel & Accommodation & Honorary. Supported by the Indian government.

Radboud UMC, Health Monitoring using Machine Learning, 2018. Supported by Radboud University in the Netherlands, Co-promoter for 1 PhD student, 380K Euro

Wageningen University, Excellence in Research Call (2019): 1 month visit to Text and Social Media mining lab at Yonsei University in Seoul, South Korea (3,7K Euro)

Wageningen University, Excellence in Research Call (2018): Support for the excellence in research call. I utilized this funding to attend Blockchain training and the London Blockchain conference. (3,85 K €).

YKTDM Project (2009-2010) – National Software Testing and Quality Assessment Center: I proposed the establishment of the first National Software Testing and Source Code Quality Assessment Center in Turkey. We secured financial support from the State Planning Organization of Turkey for a duration of two years, with a total fund of 1.5 million USD.[Principle Investigator-PI]

YAKUT Project (2009-2010): This project received support from the Research Council of Turkey (TUBITAK) with a funding of $100,000. The research project was titled “Development of Software Fault Prediction Methods with Limited or No-Fault Data.” Our team successfully developed an Eclipse-based plug-in for software fault prediction, created novel models for various challenging prediction problems, and published several articles in reputable journals. [PI]

Enterprise Software Development Project (2009-2010) – Supported by EPDK: The business processes of the National Energy Market Regulatory Authority were designed and implemented using the Activiti engine of the Alfresco software. Additionally, an open-source document management system utilizing the Alfresco content management system was developed, and a portal was implemented using the open-source Liferay software. [Co-PI]

Involved Projects

GENESIS Project (2002-2004): The Turkish Navy Command has recognized the need to modernize the Battle Management Systems currently installed on its fleet of American-built FFG-7 Perry Class frigates. To address this requirement and promote domestic research and development, the Navy Command initiated the GENESIS Project. The objective of this project is to utilize available domestic resources for the development of battle management system hardware and software, system and platform integrations, test and validation, documentation, user training, and product life cycle maintenance.

As part of my contribution to the project, I implemented a map server management unit and a client library for the Map Management System using ACE (Adaptive Communication Environment), QT libraries, and the C++ programming language. Alongside coding and design activities, I also prepared various documentation, including the Software Requirement Specification (SRS), Software Design Description (SDD), Software Test Plan (STP), Software Test Description (STD), and Software Test Report (STR).

GOMSIS Project (2005-2008): In this project, I utilized the Java programming language to develop multiple Eclipse plug-ins aimed at streamlining the development process of embedded systems built on the Linux kernel. As a result, an Eclipse product was successfully created upon completion of the project.

Research Talks / Invited Talk

1. Applications of Machine Learning, Yonsei University, Korea, Oct 2019

2. Machine Learning in Cybersecurity, IIT Roorkee, India, Dec 20219

3. Vulnerability Prediction, University of Stavanger, Norway, Jan 2017

4. Fault Prediction, Blekinge Institute of Technology, Sweden, Feb 2016

5. Challenges in Fault Prediction, Sabancı University, Istanbul, Nov 2014.

6. Software Quality Engineering, University of Alcala, Spain, March 2015

7. Software Architecture, Dalarna University, Sweden, May 2014.

8. Architecture, Technical University of Cluj-Napoca, Romania, 2012

9. Invited Speaker, “Real-World Challenges in Building Accurate Software Fault Prediction Models”, Predictive Modeling and Search Based Software Engineering, 24-25 October 2011, (Invited By Prof. Mark Harman), UK.

10. Invited Speaker, “R&D and Innovation”, Kocaeli Uni., Turkey, 2010.

11. Invited Speaker, “An IDE for Embedded Systems”, Linux Days, 2007.

12. Presentations at the Research Council of Turkey (TUBITAK): Use Case Points Method (2009), Software Product Lines (2008), Software Fault Prediction (2007), Software Complexity (2007), Software Quality Assessment (2006), Eclipse Architecture (2006), Distributed Quality Assurance (2005).

Awards

  1. Research in Excellence, Wageningen University, 2018, 2019
  2. Int’l Conf. on Computer Science and Computational Science, Best Presenter, 2015
  3. GE Turkey Innovation Competition, TEB Award, Health Sector, 2014
  4. Best Project Award in TUBITAK-Marmara Research Center, 2005
  5. Acknowledgement Certification for C4ISR Project Contribution, 2007
  6. Acknowledgement Certification for GOMSIS Project Contribution, 2009
  7. Acknowledgement Certification for Best Improvement Suggestions, 2008
  8. Acknowledgement Certification for Software Development Process in CMMI, 2009
  9. Acknowledgement Certification for Measurement Process in CMMI, 2009

Professional Training

  1. London Blockchain Week, 8-14 February 2019, London, UK.
  2. Hyperledger Blockchain Training, Nov 2018, Amsterdam
  3. “Process Management”, 2-3 March 2010, TUBITAK-TUSSIDE, Kocaeli.
  4. “MySQL”, 8-9 February 2010, Gebze, Turkey.
  5. “JSF Technology”, 1-5 February 2010, Gebze, Turkey.
  6. “JPA-Java Persistence API”, 25-29 January 2010, Gebze, Turkey.
  7. “Alfresco and jBPM”, 15 February 2010-19 February 2010, Gebze, Turkey.
  8. “E-government”, 27 January 2010, SATEM, Ankara.
  9. “Software Architecture”, 25-28 May 2009, Kocaeli, Turkey.
  10. “Evolutionary Project Management”, Tom Gilb, 2008, Krakow, Poland.
  11. “Project Management”, TUSSIDE, 2007, Gebze, Turkey.
  12. “Project Management Certification Program-1”, July 2006, Istanbul.
  13. “Effective Communication”, TUSSIDE, Gebze, Turkey, 2008.
  14. “Effective Presentation Techniques”, TUSSIDE, Gebze, Turkey, 2008.
  15. “Performance Management for Managers”, TUSSIDE, Gebze, 2007.
  16. “WSS-MOSS Administration Customization”, Gebze, Turkey, 2007.
  17. “Introduction to CMMI”, 15-17 May 2006, Oyak Technology, Istanbul, Turkey. Trainer: Richard Davies (Borland)
  18. “Professional Client Development with RCP”, 20-23 March 2006, Imedıc GmbH, Hamburg, Germany. Trainer: Ilya Shinkarenko
  19. “Eclipse Plugin Development”, 6-9 Feb 2006, Imedıc GmbH, Karlsruhe, Germany. Trainer: Stephan Wilczek
  20. “Advanced Java Training”, 5-9 July 2005, Portakal Technologies, Ankara.
  21. “Certificate of Attendance”, Renesas Microcontrollers for Every Application, 27 September 2005, Istanbul.
  22. “C++ Programming Language”, 23 Jan 2003 (80 hours), Kocaeli, Turkey.
  23. “UNIX/LINUX System Programming”, 17 Feb 2003 (45 hours), Kocaeli.
  24. “Solaris 8 TCP/IP Network Administration”, 24-28 February 2003, Istanbul
  25. “Object Oriented Analysis and Design with UML”, March 2003 (5 days), Kocaeli.
  26. “Software Measurement: Infrastructure and Methods”, 24-25 October 2006, Turkey.
  27. “Software Size Estimation: Mark II Function Point Method”, 26-27 Oct 2006, Kocaeli