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Dr. Saman Riaz       ( Assistant Professor )



Cell: 051 8432273      Email: saman@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:

Type Course Code Title
BS Basic Mathematics
BS Calculus (1 & 2)
BS Differential Geometry
BS Differential Equations
BS Partial Differential Equations
BS Linear Algebra
BS Computational Mathematics
BS Probability and statistics
MS Numerical Analysis
MS Advance Engineering Mathematics
MS Stochastic
MS 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 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)
5 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)
6 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)
7 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):


                                                                                                                                                                                                                               
9/11/2019 11:21:00 AM