Education.
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2014-2017 PhD in Computer Engineering, University of Toronto
Thesis: “Time-Frequency Analysis of Alcohol Withdrawal Tremors”
Supervisor: Prof. Parham Aarabi -
2012-2014 MASc in Computer Engineering, University of Toronto
Thesis: “Multi-Modal Heartbeat Estimation on an iPhone”
Supervisor: Prof. Parham Aarabi -
2008-2012 BSc in Computer Engineering, Sharif University of Technology
Thesis: “Dress Mapping on Query’s Body from 4 Points of View Using 3D Computer Vision”
Supervisor: Prof. Shohreh Kasaei
Research.
Seizure Modeling and Visualization with Simultaneous Scalp and Stereo-EEG
Classification of Electroencephalogram Data using SpectroImaging and Deep Neural Networks
Quantitative analysis of the impact of mental stress on test performance by analyzing heart rate variability
Computer science curricular redesign for inclusivity
Alcohol withdrawal tremor detection, a technology that is now widely used in hospitals
Analyzing the impact of teaching in large scale MOOCs
Selected Publications.
- Howard M., Williamson A., Norouzi N. "Video Manipulation Detection via Recurrent Residual Feature Learning Networks." In 7th Global Conference on Signal and Information Processing, IEEE, 2019.
- Khan F., de Silva A., Yetukuri J. Norouzi N. "Sequential Image Synthesis for Human Activity Video Generation." In 16th International Conference on Image Analysis and Recognition, IEEE, 2019.
- Ramirez A., Reinman S. Norouzi N. "PokerBot: Hand Strength Reinforcement Learning." In 9th Workshop on Applications of Software Agents, IEEE, 2019.
- Cui W., Zhou M., Zhao R. Norouzi N. "KB-NLG: From Knowledge Base to Natural Language Generation." In Widening NLP Workshop, IEEE, 2019.
- Norouzi N. and Hausen R. "Quantitative Evaluation of Student Engagement in a Large-Scale Introduction to Programming Course using a Cloud-based Automatic Grading System." In 2018 IEEE Frontiers in Education Conference (FIE), IEEE, 2018.
- Norouzi N., Carver S., Dear T., Bromberg S., Gray S., Kahan M., Aarabi P., and Borgundvaag B.. "Evaluation of alcohol intoxication and withdrawal syndromes based on analysis of tremor signals." Biomedical Signal Processing and Control 33 (2017): 83-87.
- Norouzi N.. "Alcohol Withdrawal Syndrome Assessment based on Tremor Time-Frequency Analysis." PhD dissertation, 2017.
- Norouzi N.. "Multi-modal heart-beat estimation on an iPhone." University of Toronto (Canada), 2014.
- Norouzi N., Arabi P., Dear T., Carver S., Bromberg S., Kahan M., Gray S., and Borgundvaag B. "Empirical mode decomposition analysis of alcohol withdrawal tremor signals." In Signal and Information Processing (GlobalSIP), 2016 IEEE Global Conference on, pp. 90-93. IEEE, 2016.
- Aarabi P., Norouzi N., Wu J., and Spears M. "7 surprising lessons learned from teaching iOS programming to 30,000+ MOOC students." In 2016 IEEE Frontiers in Education Conference (FIE), pp. 1-4. IEEE, 2016.
Teaching.
Contact.
- (SOE3) 357, Engineering 2 Building,
- Baskin School of Engineering,
- 1156 High St., Santa Cruz, CA