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Dr. Saman Riaz       ( Assistant Professor )



Cell: 051-8432273      Email: saman.riaz@case.edu.pk

Description:
Dr. Saman Riaz did Ph.D. in Artificial Intelligence and Machine Learning from Xidian University, Xian, China. She was a researcher at the (Key Lab of Intelligent Perception and Image Understanding of Ministry of Education of China) research lab of School of Artificial Intelligence of Xidian University, China.

Educational Qualification:
Degree Specialization University Year
PHD Computer Science and Technology Xidian University, Xian, China 2019
MS/Mphil Mathematics Quaid-i-Azam University, Islamabad, Pakistan 2008
M.Sc Mathematics Quaid-i-Azam University, Islamabad, Pakistan 2006

                                                                                                                                                                                                                               

Work Experience:
Designation From To Company
Assistant Professor 2014 Till Now SS-CASE-IT: Sir Syed CASE Institute of Technology, Islamabad
Senior Lecturer 2010 2014 SS-CASE-IT: Sir Syed CASE Institute of Technology, Islamabad
Lecturer 2009 2010 SS-CASE-IT: Sir Syed CASE Institute of Technology, Islamabad

                                                                                                                                                                                                                               

Research Interest:
Title Description
Machine Learning, Big Data, Algorithm Design Patterns, Computational Intelligence, Probability and Stochastic, Numerical Analysis

                                                                                                                                                                                                                               

Honors & Awards / Projects:
Year Awarding Organization Description
2016 CSC Scholarship Won Full Bright (A - Category) Scholarship for Ph.D. Studies from Chinese Government Scholarship Council ( 2016-2019)

                                                                                                                                                                                                                               

Memberships:
Organization Title From To
SS-CASE-IT: Sir Syed CASE Institute of Technology, Islamabad Member, Adventure Club 2008 2013
SS-CASE-IT: Sir Syed CASE Institute of Technology, Islamabad Member, Disciplinary Committee 2014 2014

                                                                                                                                                                                                                               

Courses Taught:
Title
Basic Mathematics
Calculus (1 & 2)
Differential Geometry
Differential Equations
Partial Differential Equations
Linear Algebra
Computational Mathematics
Probability and statistics
Numerical Analysis
Advance Engineering Mathematics
Stochastic
Advance Analysis of Algorithm

                                                                                                                                                                                                                               

Key Publications (Journals & Books):
S.No. Key Publications
1 S. Riaz, A. Arshad, and L. Jiao, “A Semi-Supervised CNN with Fuzzy Rough C-Mean for Image Classification," in IEEE Access, 2019. doi: 10.1109/ACCESS.2019.2910406. SCI (Impact Factor = 4.098)
2 A. Arshad, S. Riaz and L. Jiao, "Semi-Supervised Deep Fuzzy C-Mean Clustering for Imbalanced Multi-Class Classification," in IEEE Access, 2019.doi: 10.1109/ACCESS.2019.2901860. SCI (Impact Factor = 4.098)
3 Riaz S, Arshad A, Jiao L. “Fuzzy Rough C-Mean Based Unsupervised CNN Clustering for Large-Scale Image Data”, Applied Sciences, 2018. https://doi.org/10.3390/app8101869. SCI (Impact Factor = 2.217)
4 A. Arshad, S. Riaz, L. Jiao and A. Murthy, "The Empirical study of Semi-Supervised Deep Fuzzy C-Mean Clustering for Software Fault Prediction," in IEEE Access, 2018. doi: 10.1109/ACCESS.2018.2866082. SCI (Impact Factor = 4.098)
5 S. Riaz, A. Arshad and L. Jiao, "Rough Noise-Filtered Easy Ensemble for Software Fault Prediction," in IEEE Access, 2018. doi: 10.1109/ACCESS.2018.2865383. SCI (Impact Factor = 4.098)
6 A. Arshad, S. Riaz, L. Jiao and A. Murthy, "Semi-Supervised Deep Fuzzy C-Mean Clustering for Software Fault Prediction," in IEEE Access, 2018. doi: 10.1109/ACCESS.2018.2835304. SCI (Impact Factor = 4.098)

                                                                                                                                                                                                                               

Key Publications (Conferences & Workshops):
                                                                                                                                                                                                                               
10/14/2021 12:15:00 PM