CURRICULUM VITAE
GOLNOUSH ABAEI
NATIONALITY: Iranian
Marital Status: Married
Email: golnoosh.abaee@gmail.com
Education

Ph.D, Artificial Intelligence 
University Technology Malaysia, Johor Baharu, Malaysia, 2011–2015
Dissertation Title: “Software Fault Prediction Models Using Machine
Learning Approach”
Advisor: Prof. Dr. Ali Selamat.

M.S, Computer Application 
University of Mysore, Mysore, Karnataka, INDIA, 2005 – 2008
Dissertation Title: “Enhancement of Test Documentation Tools” 
Advisor: Dr. Guru D.S.
Project during Ph.D Study

Development of enhanced computational intelligence software for oil andgas reservoir
characterization (March 2013-December 2014), Department of Software Engineering,
University Technology Malaysia, Project leader: Prof. Dr. Ali Selamat
Publications
Journals:
1. Golnoush Abaei, Ali Selamat, and Hamido Fujita. "An empirical study based on
semi-supervised hybrid self-organizing map for software fault prediction."
Knowledge-Based Systems, Elsevier, Volume 74, January 2015, p. 28-39. ISI
with 3.058 impact factor
2. Golnoush Abaei, M. Reza Mashinchi, Ali Selamat, “Software Fault Prediction
using BP-based Crisp Artificial Neural Networks”, International Journal of
Intelligent Information and Database Systems (IJIIDS), Volume 9, Issue 1, 2015,
p. 15-31, Scopus indexed
3. Golnoush Abaei, Ali Selamat, “A survey on Software Fault Detection based
on Different Prediction Approaches”, Vietnam Journal of Computer Science,
Springer, Volume 1, Issue 2, 2014, p. 79-95
4. Golnoush Abaei, Ali Selamat, “Analysis of Software Fault Prediction Model
using Machine Learning Techniques”, International Journal of Computer &
Information Science, Volume 13, Issue 2, December 2012
5. Zahra Rezaei, Mohd Daud Kasmuni, Ali Selamat, Mohd Shafry Mohd Rahim,
Golnoush Abaei, and Mohammed Rafiq Abdul Kadir, “Comparative Study of
Clustering Aalgorithms in order to Virtual Histology (VH) Image
Segmentation”, Jurnal Teknologi, Volume 75, Issue 2, 2015
6. Golnoush Abaei, Ali Selamat, Jehad AL-Dallal , “A fuzzy logic-based expert
system to predict module fault proneness using unlabeled data”, Submitted to
IEEE Transaction on Software Engineering.
Book Chapter:
1. Golnoush Abaei, Ali Selamat, “Important Issues in Software Fault Prediction: a
Road Map”, Handbook of Research on Emerging Advancements and
Technologies in Software Engineering, IGI Global Publisher, April 2014
Conference:
1. Golnoush Abaei, Ali Selamat, “Software Fault Prediction Based on Improved
Fuzzy Clustering Approach”, 11th IEEE International Symposium on Distributed
Computing and Artificial Intelligence (DCAI 2014), Spain, June 2014
2. Golnoush Abaei, Ali Selamat, "Increasing the Accuracy of Software Fault
Prediction Using Majority Ranking Fuzzy Clustering”, 15th IEEE/ACIS
International Conference on Software Engineering, Artificial Intelligence,
Networking and Parallel/Distributed Computing (SNPD 2014), June 2014, USA.
selected paper published in International Journal of Software Innovation (IJSI),
IGI Global
3. Golnoush Abaei, Zahra Rezaei, Ali Selamat, “Fault prediction by Utilizing Self
Organizing Map and Threshold”, 2013 IEEE International Conference on
Control Systems, Computing and Engineering (ICCSCE 2013), pp. 471-476,
November 2013
4. Golnoosh Abaee, Pooria M. Yaghini, "Test Documentation Tools and CBR;
Reduce the Cost of Testing", The9thInternational Conference on Computer
Science, Computer Engineering, and Applied Computing (SERP'10), 2010, pp.
270-276
5. Golnoosh Abaee, D.S.Guru, "Enhancement of Test Documentation Tools; the
Debugger",the 2nd IEEE International Conference on Software Technology and
Engineering (ICSTE 2010). 2010, pp. 165-169
6. Ali Ilkhani, Golnoosh Abaee, "Extracting Test Cases By Using Data Mining;
Reduce the Cost of Testing", The 6th IEEE International Conference on
Computer Information Systems and Industrial Management Application (CISIM
2010).2010, pp. 620 – 625, selected paper published in 4th version of International
Journal of Computer Information Systems and Industrial Management
Applications (IJCISIM), ISSN 2150-7988.
7. Ali Ilkhani, Golnoosh Abaee, "Knowledge Discovery from Iranian Capital
Market by Using Data Patterns Clustering", The 5th International Conference on
E-Commerce in Developing Countries: with Focus on Export (ECDC 2010).
2010, pp. 242-246.
8. Mohammad Dabiri, Khashayar Khosharay, Golnoush Abaei, “Anomaly-based
intrusion detection system using Relational Detector Tree (RTD)”, 2th
International Conference On Electrical Engineering and Computer Science
(ICEECS 2016), January 2016, pp. 575-582
‫ " ﺷﻨﺎﺳﺎﯾﯽ راﻧﻨﺪﮔﺎن ﻣﺤﺘﻤﻞ ﺗﺨﻠﻒ ﺣﺎدﺛﻪ ﺳﺎز ﺑﺎ‬,‫ ﻣﺤﻤﺪ رﺿﺎ ﻣﺎﺷﯿﻦ ﭼﯽ‬,‫ ﺳﯿﺪ اﻣﯿﺮ اﺻﻐﺮي‬,‫ ﮔﻠﻨﻮش ﻋﺒﺎﺋﯽ‬,‫ ﻣﯿﻼد ﺑﯿﺎري‬.9
‫ ﮔﯿﻼن‬,94 ‫ آﺑﺎﻧﻤﺎه‬,‫ ﻧﺨﺴﺘﯿﻦ ﮐﻨﻔﺮاﻧﺲ ﻣﻠﯽ ﻣﺤﺎﺳﺒﺎت ﻧﺮم‬,"‫اﺳﺘﻔﺎده از ﺳﯿﺴﺘﻢ ﻫﺎي ﺧﺒﺮه‬
Teaching Experiences
Instructor: Advanced Software Engineering
Islamic Azad University, Booeen Zahra
2015
Instructor: Neural Network
Islamic Azad University, Booeen Zahra
2015
Instructor: Evolutionary Computing
Islamic Azad University, Booeen Zahra
2015
Instructor: Software Engineering
Islamic Azad University, North Branch - Tehran
2015
Instructor: Neural Network
Kharazmi University - Tehran
2015
TA: C Programming(Dr. Hanumantapa)
Computer Science Department
University of Mysore
Spring 2005
TA: Data Mining (Prof. Dr. Ali Selamat)
Software Engineering Department
University Technology Malaysia
2013
TA: PHP Programming (Prof. Dr. Ali Selamat)
Software Engineering Department
University Technology Malaysia
2014
Instructor: Software Engineering
Shahab Danesh Institute of Higher Education - Qom
Spring 2009
Instructor: Programming C
Shahab Danesh Institute of Higher Education - Qom
Spring 2009
Instructor: Operating System
Islamic Azad University, Roodehen Branch - Roodehen
Spring &Fall 2009, Spring& Fall 2010, Spring 2011
Instructor: Programming C++ & C#
Islamic Azad University, Roodehen Branch - Roodehen
Spring & Fall 2009, Fall 2010, Spring 2011
Instructor: Wireless and Mobile Communications
Shahab Danesh Institute of Higher Education - Qom
Fall 2009
Instructor: Information Storage & Retrieval
Shahab Danesh Institute of Higher Education - Qom
Spring 2010, Spring 2011
Instructor: Information Technology
Shahab Danesh Institute of Higher Education - Qom
Fall 2009
Instructor: Internet Engineering
Shahab Danesh Institute of Higher Education - Qom
Spring 2010
Instructor: Computer Graphics
Shahab Danesh Institute of Higher Education - Qom
Spring & Fall 2010, Spring 2011.
Technical Proficiencies
•
Programming Languages:
•
•
•
•
•
•
MATLAB
C and C++
PHP
Visual Basic
C#.Net
ASP. Net
• Visual Basic.Net.
• Java
• Pascal


Operating Systems: 
• Windows/DOS: Expert
• Mac: Expert
• Linux: Familiar


Database and Report Generators: 
• MS-SQL Server
• Microsoft Access
• Crystal Report 9 & 10


Languages 
• English: Excellent in Reading, Listening, Speaking and Writing
IELTS (Academic):
• Reading: 6.5
• Listening: 8
• Speaking: 6.5
• Writing: 7
Overall: 7
Working Experiences
•
•
•
•
•
•
•
•
•
•
•
CMMS (Computerized Maintenance Management System)
• Worked in programming, testing, installing and maintenance team
SPIR (Spare Parts and Interchangeability Record)
• Worked in programming and testing team.
Integrated Management System and Ordered Software for Energy
Management
• Worked in programming and testing team.
Office Automation System
• Worked as a project manager, also worked in analysis and design,
programming, testing and maintenance team.
Technical Archive System
• Worked in programming and testing team.
Mine System
• Worked as a project manager, also worked in analysis and design,
programming, testing and maintenance team
Accounting System
• Worked in programming team.
Cultural Data System of Tehran University
• Worked in analysis and design, programming, testing, installing and
maintenance team.
Timesheet System
• I was responsible for coding, testing and maintenance.
Data Recording System of Test and Debugging of Software
• I was responsible for coding, testing and maintenance.
Warehouse System
• Worked in programming and testing team.