avatar

Negin Fraidouni

[Negin Fraidouni]

Other Faculty, Computer Science and Engineering
Last Updated: June 14, 2021
about me

Research Interests

Research Interests
biocomputing and health informatics, machine learning and data mining, database and information systems

Teaching Interests

Teaching Interests
Design and analysis of algorithms
Data analysis and modeling techniques
Machine learning

Appointments

Appointments

    • Sept 2019 to Present Senior Lecturer
      Computer science and engineering, University of Texas at Arlington (Arlington, TX, United States)
    • Sept 2014 to May 2019 GTA
      Computer science and engineering, The university of Texas at Arlington (Arlington, TX)
    • Sept 2010 to July 2014 Senior Researcher
      Qazvin University of Medical sciences (Qazvin, Iran (Islamic Republic Of))

Publications


      2018
      • Journal Article
        Computational Techniques to Recover Missing Gene Expression Data
        [Fraidouni, Negin, Zaruba, Gergely]. "Advances in Science, Technology and Engineering Systems Journa".

      2019
      • Conference Proceeding
        A Matrix Completion Approach for Predicting lncRNA-disease association
        [Fraidouni, Negin, Zaruba, Gergely ]. Las Vegas: "The Steering Committee of The World Congress in Computer Science, Computer Engineering and Applied Computing (WorldComp)".

      2018
      • Conference Proceeding
        Graph Regularized Matrix Factorization for MiRNA-Disease Association Prediction
        [Fraidouni, Negin, Zaruba, Gergely]. Arlington: "The 2018 World Congress in Computer Science, Computer Engineering, & Applied Computing".

      2017
      • Conference Proceeding
        A correlation based matrix completion approach to gene expression prediction
        [Fraidouni, Negin, Zaruba, Gergely]. "IEEE 7th International Conference on Computational Advances in Bio and Medical Sciences (ICCABS) 2017".
      • Conference Proceeding
        A Robust Principal Component Analysis via Alternating Direction Method of Multipliers to Gene-Expression Prediction
        [Fraidouni, Negin, Zaruba, Gergely]. "2017 International Conference on Computational Science and Computational Intelligence".

Courses

      • CSE 5301-002 DATA ANALYSIS & MODELING TECHS
        (Course Id: 102499)
        Spring - Regular Academic Session - 2021
      • CSE 5301-004 DATA ANALYSIS & MODELING TECHS
        (Course Id: 102499)
        Spring - Regular Academic Session - 2021
      • CSE 5311-004 DSGN & ANLY ALGORITHMS
        (Course Id: 102509)
        Spring - Regular Academic Session - 2021
      • CSE 5311-005 DSGN & ANLY ALGORITHMS
        (Course Id: 102509)
        Spring - Regular Academic Session - 2021
      • CSE 5301-001 DATA ANALYSIS & MODELING TECHS
        (Course Id: 102499)
        Fall - Regular Academic Session - 2020 Download Syllabus
      • CSE 5301-003 DATA ANALYSIS & MODELING TECHS
        (Course Id: 102499)
        Fall - Regular Academic Session - 2020 Download Syllabus
      • CSE 5301-900 DATA ANALYSIS & MODELING TECHS
        (Course Id: 102499)
        Fall - Regular Academic Session - 2020 Download Syllabus
      • CSE 5311-002 DSGN & ANLY ALGORITHMS
        (Course Id: 102509)
        Fall - Regular Academic Session - 2020 Download Syllabus
      • CSE 5311-006 DSGN & ANLY ALGORITHMS
        (Course Id: 102509)
        Fall - Regular Academic Session - 2020 Download Syllabus
      • CSE 5311-901 DSGN & ANLY ALGORITHMS
        (Course Id: 102509)
        Fall - Regular Academic Session - 2020 Download Syllabus
      • CSE 5311-904 DSGN & ANLY ALGORITHMS
        (Course Id: 102509)
        Fall - Regular Academic Session - 2020 Download Syllabus
      • CSE 5301-002 DATA ANALYSIS & MODELING TECHS
        (Course Id: 102499)
        Spring - Regular Academic Session - 2020 Download Syllabus
      • CSE 5301-004 DATA ANALYSIS & MODELING TECHS
        (Course Id: 102499)
        Spring - Regular Academic Session - 2020 Download Syllabus
      • CSE 5311-004 DSGN & ANLY ALGORITHMS
        (Course Id: 102509)
        Spring - Regular Academic Session - 2020 Download Syllabus
      • CSE 5311-005 DSGN & ANLY ALGORITHMS
        (Course Id: 102509 | Xlist Coursepre: CSE | Xlist Coursenum: 5311)
        Spring - Regular Academic Session - 2020 Download Syllabus
      • CSE 5301-001 DATA ANALYSIS & MODELING TECHS
        (Course Id: 102499)
        Fall - Regular Academic Session - 2019 Download Syllabus
      • CSE 5301-005 DATA ANALYSIS & MODELING TECHS
        (Course Id: 102499)
        Fall - Regular Academic Session - 2019 Download Syllabus
      • CSE 5311-001 DSGN & ANLY ALGORITHMS
        (Course Id: 102509)
        Fall - Regular Academic Session - 2019 Download Syllabus
      • CSE 5311-006 DSGN & ANLY ALGORITHMS
        (Course Id: 102509)
        Fall - Regular Academic Session - 2019 Download Syllabus
      • CSE 5311-201 DSGN & ANLY ALGORITHMS
        (Course Id: 102509)
        Fall - Regular Academic Session - 2019 Download Syllabus