• Dr. Umar Farooq Assistant Professor

    • suf.cs@uok.edu.in

My current research is mainly focused on designing, evaluating and improving ways for developing quality software through better testing. I am currently involved in automating testing by leveraging artificial intelligence in the software testing domain. Moreover, I investigate the cross-project defect prediction process and also evaluate test methods for improving the efficacy of the testing process. As a part of collaborative research, I also continue research in the software engineering education area wherein we largelyi nvestigate the key challenges and possible solutions for betterengineering education.

To date, this research has led 33 Refereed papers published in International Journals and Conference Proceedings. Two Books and one book chapter has also been published by me in reputed international and national publishing houses. I have an h-index of 12 and my articles have been cited 580 times on Google Scholar.  

I was General Chair of Conference on Software Engineering and Data Sciences (CoSEDS 2018) organized by North Campus, University of Kashmir. Besides i am co-organizer of Workshop on Software Engineering Education (WESEE) since its inception in 2018. I was student Poster co-chair at 18th Innovations in Software Engineering Conference (ISEC 2025) held at NIT Kurukshetra.

Besides being member of ACM, I am the Senior member of various software engineering societies like SIGSE, IACSIT SES, IAENG SES. I also serve as a reviewer for various journals indexed in WoS and Scopus.I also served in several program committees like A-Test 2015,A-Test 2016, IndiaCom 2017 etc.



Faculty Details




Citations
580
HIndex
12
i10 Index
15
Administrative Position
Coordinator Research (North Campus); Coordinator, Department of Computer Sciences; Coordinator DIQA
Resume
View

Research Papers Published

  • "Empirical Evaluation of Software Testing Techniques in an Open Source Fashion" 36th International Conference on Software Engineering, ACM, 36(2): 21 -25 Impact Factor=
  • "A replicated empirical study to evaluate software testing methods" Journal of Software: Evolution and Process, 29(9): 1 -22 {ISSN: 2047-7481} Impact Factor= 1.033
  • "Gap between Academia and Industry: A case of three testing techniques" International Journal of System Assurance and Management, 10(6): 1487 -1504 {ISSN: 0976-4348} Impact Factor=
  • "An Improved Method for Training Data Selection for Cross-Project Defect Prediction" Arabian Journal for Science and Engineering, 0(0): DOI No. https://doi.org/10.1007/s13369 {ISSN: 2191-4281} Impact Factor= 2.334
  • "Local modelling approach for cross-project defect prediction" Intelligent Decision Technologies, 15(4): DOI No. 10.3233/IDT-210130 {ISSN: 1875-8843} Impact Factor=
  • "Transformers for GUI Testing: A Plausible Solution to Automated Test Case Generation and Flaky Tests" IEEE Computer, 55(3): DOI No. DOI:10.1109/MC.2021.3136791 {ISSN: 1558-0814} Impact Factor= 2.683
  • "Using deep learning for selenium web UI functional tests: A case-study with e-commerce applications" Engineering Applications of Artificial Intelligence, 117(1): DOI No. https://doi.org/10.1016/j.enga {ISSN: 1873-6769} Impact Factor= 7.802
  • "A deep learning-based automated framework for functional User Interface testing" Information and Software Technology, 150(1): DOI No. https://doi.org/10.1016/j.infs {ISSN: 1873-6025} Impact Factor= 3.862
  • "Transformers for GUI Testing: A Plausible Solution to Automated Test Case Generation and Flaky Tests" IEEE Computer, 55(3): 64 -73 {ISSN: 1558-0814} Impact Factor= 2.256
  • "An empirical evaluation of defect prediction approaches in within-project and cross-project context" Software Quality Journal, 0(0): DOI No. https://doi.org/10.1007/s11219 {ISSN: 1573-1367} Impact Factor= 1.813
  • "Handling class overlap and imbalance using overlap driven under-sampling with balanced random forest in software defect prediction" Innovations in Systems and Software Engineering, 0(0): DOI No. https://doi.org/10.1007/s11334 {ISSN: 1614-5054} Impact Factor= 1.1
  • "An ensemble model for addressing class imbalance and class overlap in software defect prediction" International Journal of System Assurance Engineering and Management, 15(1): DOI No. https://doi.org/10.1007/s13198 {ISSN: 0976-4348} Impact Factor= 1.6

Books Published

  • "Test Cloud Before Cloud Test, n Modern Software Engineering Methodolgies for Mobile and Cloud Environements". IGI Global, USA. {ISBN: 2327-3453} pp 13

Research Scholars:

NameCourseStatusNature
Nayeem Ahmad BhatPh.D Awarded Whole Time
Zubair KhaliqPh.D Awarded Whole Time

Research Projects Details:

Title of the ProjectFunding AgencyDatedAmount (in Rs.)
Design and Development of Standard Framework for Evaluating Software Testing Techniques in an Open Source FashionUGC30-09-2017600,000.00
Education during CoVID-19 Pandemic and BeyondJK DST01-08-2020240,000.00
Artificial Intelligence Research Centre (Intelligent Software Engineering)RUSA 2.031-12-202019,000,000.00
Artificial Intelligence Research CentreRUSA31-12-202110,000,000.00

Teaching:

DepartmentSubjectCourse TaughtSemester
North Campus Computer SciencesMCADatabase Systems1
North Campus Computer SciencesMCASoftware Engineering2
North Campus Computer SciencesMCAFundamentals of Programming with C2
North Campus Computer SciencesMCAOrganizational Behaviour3
North Campus Computer SciencesMCAProject4