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20202023

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Personal profile

Biography

I received my bachelor's degree in Computer Engineering (Software) at Urmia University, Urmia, Iran in 2015. The final Project title is "Designing automated Optical Character Recognition (OCR) model for Persian text".

I received my master’s degree in Artificial Intelligence-Robotics at Shiraz University, Shiraz, Iran in 2019. My master's project was about designing and developing weighted fuzzy decision trees for general multi-label classification problems. Before starting my PhD degree I had an experience as a research assistant for applied AI projects including one collaboration with Deakin University.

I am currently pursuing a dual (cotutelle) Ph.D. degree at the Centre for Computational Science and Mathematical Modelling of Coventry University, UK, and the School of Information Technology of Deakin University, Australia. 

Some of the previous related papers:

PhD Project

My Ph.D. project is about designing and developing automatic systems for computer vision-based activity recognition and evaluation of the rehabilitation exercises prescribed by medical experts for physically disabled people. Throughout this project, I will design different Deep Learning models including very simple architectures (like CNN and RNN), and complex pipelines like GNNs for skeleton data.

Supervisory team: Alireza Daneshkhah (DoS, CU), Bahareh Nakisa (DU), Vasile Palade(CU), Seng Loke (DU), Sara Sharifzadeh (External), Michael Duncan (CU)

Research Interests

My main research interests encompass Applied Artificial Intelligence, Deep Learning, and Signal Analysis for solving real-world problems related to the healthcare domain.

Expertise related to UN Sustainable Development Goals

In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):

  • SDG 3 - Good Health and Well-being

Education/Academic qualification

Artificial Intelligence, MSc, Weighted Fuzzy Decision Tree for Multi-Label Classification, University of Shiraz

Award Date: 16 Sept 2019

Computer Engineering, Degree, Designing automated Optical Character Recognition (OCR) model for Persian text, Urmia University

Award Date: 16 Sept 2015

External positions

PhD Student, Deakin University

20 Sept 2021 → …

Keywords

  • QA75 Electronic computers. Computer science
  • Artificial Intelligence
  • Deep learning
  • Machine Learning
  • Computer Vision
  • Time series & forecasting
  • Natural Language Processing
  • Activity Recognition
  • Signal Processing

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