Mohammad Hossein Zangooei (محمد حسین زنگوئی)

Curriculum Vitae

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Short Biography

Curently, I'm a PhD candidate under the supervision of Prof. Jafar Habibi. I come from the city called Birjand where almost all my family and friends still reside. I grew up just as every normal kid would do, going to school, playing football etc. My four years of undergraduate studies were in Computer Science and my exposure to (and enthusiasm for) research have made the choice of further study. Along with my study of Computer Science (M.Sc. degree), I am involved in Bioinformatics research activity. My original background is computer engineering and Bioinformatics. However, I have been working in very interdisciplinary environments. I’m always happy to share my research with other people. This is what this blog is about. If you have any wishes, suggestions and/or complaints, or if you want to share your thoughts about my research areas, do not hesitate to contact me at the following address:
mhzangooei[at]ce[dot]sharif[dot]edu

Research Interest

Here is a summary of my research interests.

  • Cancer Evolution Modelling
  • Game Theory
  • Machine Learning
  • Protein Structure Prediction
  • Software Architecture
  • Service Oriented Architecture (SOA)
  • Business Intelligent

Education

  • 2015-2016: Visiting Scholar, Arizona State University (ASU) and University of California San Fransisco (UCSF)

  • 2012-Now: Ph.D in Software Computer Engineering, Department of Computer Eng., Sharif University of Technology, Tehran, Iran

  • 2009-2011: M.Sc in Software Computer Engineering, Faculty of Computer and Electronic Eng., Tarbiat Modares University, Tehran, Iran

  • 2004-2008: B.Sc in Software Computer Engineering, Faculty of Computer and Electronic Eng., Shahid Bahonar University, Kerman, Iran

  • 2000-2004: High School in NODET High School, Birjand, Iran(National Organization for Development of Exceptional Talents)

Publication

  • N. Malekian, J. Habibi, M. H. Zangooei, H. Aghakhani, Integrating Evolutionary Game Theory into an Agent-Based Model of Ductal Carcinoma in Situ: Role of Gap Junctions in Cancer Progression, Computer Methods and Programs in Biomedicine (2016), Publisher: Elsevier.
    Available at here.

  • R. Alizadehsani, M.H. Zangooei and etc., Coronary artery disease detection using computational intelligence methods, Knowledge-Based Systems (2016), Publisher: Elsevier.
    Available at here.

  • A. Chihada, S. Jalili, S.M.H. Hasheminejad, M.H. Zangooei, Source code and design conformance, design pattern detection from source code by classification approach, Applied Soft Computing (2015), Publisher: Elsevier.
    Available at here.

  • M.H. Zangooei, J. Habibi, R. Alizadehsani, Disease Diagnosis with a hybrid method SVR using NSGA-II, Neurocomputing (2014), Publisher: Elsevier.
    Available at here.

  • M.H. Zangooei, S. Jalili, Protein Fold Recognition with Two Layer Method based on SVM-SA, WP-NN and C4.5 (TLM-SNC), International Journal of Data Mining and Bioinformatics (2013), Publisher: Inderscience.
    Available at here.

  • M.H. Zangooei, S. Jalili, Protein Secondary Structure Prediction Using DWKF Based on SVR-NSGAII, Neurocomputing (2012), Publisher: Elsevier.
    Available at here.

  • M.H. Zangooei, S. Jalili, PSSP with dynamic weighted kernel fusion based on SVM-PHGS, Knowledge-Based Systems (2012), Publisher: Elsevier.
    Available at here.

  • J.S. Sartakhti, M.H. Zangooei, K. Mozafari, Hepatitis disease diagnosis using a novel hybrid method based on Support Vector Machine and Simulated Annealing (SVM-SA), Computer Methods and Programs in Biomedicine (2011), Publisher: Elsevier.
    Available at here.

Teaching Experience

  • 2013-Now: Sharif University Of Technology, Course:
    • Discrete Event System Simulation

  • 2011-2012: University of Birjand, Courses:
    • Discrete Structure
    • Advanced Computer Programing
    • Discrete Event System Simulation

Work Experience

  • 2014-Now: Technical Manager of OSS/BSS Project, Sharif University of Technology

  • 2012-2014: Project Manager Of Tehran Municipality Data-warehouse Project, Sharif University of Technology

  • 2012-Now: Member Of Special Investigation Committee in Birjand Science & Technology Park

Honors and Awards

  • Isfahan, 2010: First Place in Iranian Data Mining and Pattern Recognition Matching

  • 2012-Now: Reviewer of Knowledge-Based Systems Journal

  • 2012-Now: Second rank among all M.Sc. students of Computer Engineering

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CV [PDF]