Omid Dehzangi is an Assistant Professor in the Department of Computer and Information Science at University of Michigan-Dearborn. He received his Ph.D. degree from the School of Computer Engineering at Nanyang Technological University.
Learning from Data: Pattern Recognition and Classification, Machine Learning, Data Analysis/Mining, Discriminative Training and Error Minimization, Statistical Signal Processing, Brain-Computer Interface Design, Speech, Speaker, and Spoken Language Recognition, Protein Folding, Motion Capture and Analysis; Medical Embedded Systems: Algorithm Design, Collaborative Signal and Information Processing, Power-Aware Computing, Design and Analysis of Wearable Computers, Real-time and Self-Calibrating Devices, Cyber Physical System Design, Scalable Learning, Context-Aware Reasoning; Wireless Health & Biomedical Applications: Body Sensor Networks, In-Home Rehabilitation, Physical Movement Monitoring, Diagnosis of Neurodegenerative Disorders, Biofeedback for Movement Disorders, Sports Training
JS8. Dehzangi, Omid, Williams, Cayce, “Towards Real-time Detection of Driver Distraction using EEG-based Brain Dynamics”, Prepared to submit to IEEE Transactions on Intelligent Transportation Systems journal.; JS7. Dehzangi, Omid, Biggan, John, Birjandtalab Golkhatmi, Javad, Ray, Christopher, Jafari, Roozbeh, “An Inertial Sensor-Based Method for Early Detection and Prevention of Excessive Sway in Older Adults via Gait Analysis and Vibrotactile Biofeedback”, Submitted to American Journal of Physical Medicine & Rehabilitation.; J6. Dehzangi, Omid, Ma, Bin, Chng, Eng Siong, Li, Haizhou, “Discriminative feature extraction for speech recognition using continuous output codes”, Pattern Recognition Letters journal, Vol. 33, pp. 1703–1709, 2012.; J5. Dehzangi, Omid, Ma, Bin, Chng, Eng Siong, Li, Haizhou, “Error corrective fusion of classifier scores for spoken language recognition”, IEICE transaction on information and systems, Vol. 94-D, No.12, pp. 2503-2512, 2012.; J4. Dehzangi, Abdollah, Paliwal, Kuldip, Sharma, Alok, Dehzangi, Omid, Sattar, Abdul, “A Combination of Feature Extraction Methods with an Ensemble of Different Classifiers for Protein Structural Class Prediction Problem”, IEEE/ACM transactions on computational biology and bioinformatics, vol. 99, no. PrePrints, 2012.