Publications

Referred conference or symposium proceedings papers

  1. Dehzangi, Omid, Farooq, Muhamed “Subject-Dependent SSVEP Identification Using GMM Training and Adaptation”, Accepted for presentation at the 16th IEEE International Conference On Machine Learning And Applications, DECEMBER 18-21, 2017 | CANCUN, MEXICO.
  2. Dehzangi, Omid, A. Bache, Bhavani, Iftikhar, Omar, Wensman, Jeffrey, Li, Ying “Context-Aware Remote Monitoring of Brace treatment Compliance for Adolescent Idiopathic Scoliosis Patients”, Accepted for presentation at the 16th IEEE International Conference On Machine Learning And Applications, DECEMBER 18-21, 2017 | CANCUN, MEXICO.
  3. Dehzangi, Omid, Iftikhar, Omar, A. Bache, Bhavani, Wensman, Jeffrey, Li, Ying “Force and Activity Monitoring System for Scoliosis Patients Wearing Back Braces”, Accepted for presentation at the 36th IEEE International Conference on Consumer Electronics (ICCE’17), January 12-14, 2018, Las Vegas.
  4. Dehzangi, Omid, Farooq, Muhamed “Wearable Brain Computer Interface (BCI) to Assist Communication in the Intensive Care Unit (ICU)”, Accepted for presentation at the 36th IEEE International Conference on Consumer Electronics (ICCE’17), January 12-14, 2018, Las Vegas.
  5. Dehzangi, Omid, Melville, Alex, Taherisadr, Mojtaba “Automatic EEG blink Detection using Dynamic TimeWarping Score Clustering”, the 12th International Conference on Body Area Networks SEPTEMBER 28–29, 2017 DALIAN, PEOPLE’S REPUBLIC OF CHINA.
  6. Dehzangi, Omid, Taherisadr, Mojtaba “EEG Based Driver Inattention Identification via Feature Profiling and Dimensionalty Reduction”, the 12th International Conference on Body Area Networks SEPTEMBER 28–29, 2017 DALIAN, PEOPLE’S REPUBLIC OF CHINA.
  7. Dehzangi, Omid, Taherisadr, Mojtaba”EEG-Based Driver Distraction Detection via Cooperative-Game-Theoretic Channel Characterization and Selection*”, the 12th International Conference on Body Area Networks SEPTEMBER 28–29, 2017 DALIAN, PEOPLE’S REPUBLIC OF CHINA.
  8. Dehzangi, Omid, Changalvala, Raghavendar, Taherisadr, Mojtaba, Asnani, Priyanka “Motion-Based Gait Identification Using Spectro-Temporal Transform and Convolutional Neural Networks”, the the 12th International Conference on Body Area Networks SEPTEMBER 28–29, 2017 DALIAN, PEOPLE’S REPUBLIC OF CHINA (best paper award winner).
  9. Deshmukh, Shantanu, Dehzangi, Omid “Characterization and Identification of Driver Distraction During Naturalistic Driving: An Analysis of ECG Dynamics”, the 12th International Conference on Body Area Networks SEPTEMBER 28–29, 2017 DALIAN, PEOPLE’S REPUBLIC OF CHINA.
  10. Rajendra, Vika, Dehzangi, Omid “Wearable Galvanic Skin Response for real-time Characterization and Identification of Distraction During Naturalistic”, the 12th International Conference on Body Area Networks SEPTEMBER 28–29, 2017 DALIAN, PEOPLE’S REPUBLIC OF CHINA.
  11. Dehzangi, Omid, Bache Bhavani , Iftikhar, Omar, Wensman, Jeffrey , Li, Ying “Context-Aware Sensor Solution for Remote Monitoring of Adolescent Idiopathic Scoliosis Brace Treatment”, the 12th International Conference on Body Area Networks SEPTEMBER 28–29, 2017 DALIAN, PEOPLE’S REPUBLIC OF CHINA.

  12. Shaout, Adnan, Kaja, Nevrus, Dehzangi, Omid “Two Stage Intelligent Automotive System to Detect and Classify a Traffic Light”, accepted for presentation at the International Conference on New Trends in Computing Sciences (ICTCS’17), Amman,11–13 October 2017.
  13. Shantanu Deshmukh, Omid Dehzangi, “ECG-based Driver Distraction Identification using Discriminative Kernel-based Features”, IEEE International Conference on Smart Computing (SMARTCOMP’17), MAY 29-31, 2017
  14. Vikas Rajendra, Omid Dehzangi, “Detection of Distraction under Naturalistic Driving Using Galvanic Skin Responses”, the 14th International Conference on Wearable and Implantable Body Sensor Networks (BSN2017), May 9-12, 2017.
  15. Shantanu Deshmukh, Omid Dehzangi, “Real-time Identification of Driver Distraction using Wavelet Packet Transform Features”, the 14th International Conference on Wearable and Implantable Body Sensor Networks (BSN2017), May 9-12, 2017.
  16. Muhamed Farooq, Omid Dehzangi, “High Accuracy Wearable SSVEP Detection using Feature Profiling and Dimensionality Reduction”, the 14th International Conference on Wearable and Implantable Body Sensor Networks (BSN2017), May 9-12, 2017.
  17. Dehzangi, Omid, Mohammadi, Mehdi, Li, Ying, “Smart Brace for Monitoring Patients with Scoliosis using a Multimodal Sensor Board Solution”, Accepted for EEE-NIH 2016 Special Topics Conference on Healthcare Innovations and Point-of-Care Technologies, November 9-11, 2016.
  18. Alizadeh, Vahid, Dehzangi, Omid, “The Impact of Secondary Tasks on Drivers During Naturalistic Driving: Analysis of EEG Dynamics”, the 19th IEEE Intelligent Transportation Systems Conference (ITSC’16), November 1-4, 2016.
  19. Eroh, Justin, Dehzangi, Omid, Shah, Nikki, Jafari, Roozbeh, Kraut, Michael A., Hart, John, “Generalization Effects Following a Brief Training Session in a Virtual Environment”, Cognitive Neuroscience Society 23rd Annual Meeting, New York, 2016.
  20. Trivedi, Drishti D., Rawashdeh, Samir A., Dehzangi, Omid, “Unsupervised Rehabilitation System for Post-surgery Recovery” IEEE SEM Humanitarian Technology Conference, Detroit, 2015.
  21. Dehzangi, Omid, Jafari, Roozbeh, “An Investigation of Time-Varying and Simultaneous Frequency Stimulation for Multi-Class SSVEP-Based Brain-Computer Interface”, IEEE Engineering in Medicine and Biology Society (EMBC) 2015.
  22. Dehzangi, Omid, Williams, Cayce, “Towards Multi-Modal Wearable Driver Monitoring: Impact of Road Condition on Driver Distraction”, Body Sensor Networks Conference 2015.
  23. Dehzangi, Omid, Williams, Cayce, “Multi-Modal Biological Driver Monitoring via Ubiquitous Wearable Body Sensor Network”, International Conference on Digital Health, Florence, Italy, 18th – 20th May 2015.
  24. Dehzangi, Omid, Nathan, Viswam, Zong, Chengzhi, Won Lee, Chang, Kim, Insoo, Jafari, Roozbeh, “A Novel Stimulation for Multi-class SSVEP-based Brain-computer Interface using Patterns of Time-varying Frequencies”, the International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), August 26-30, Chicago, Illinois, 2014.
  25. Zou, Yuan, Dehzangi, Omid, Nathan, Viswam, Jafari, Roozbeh, “Automatic EEG artifact removal based on Electrode-scalp Impedance”, the TECHCON, September 8-10, Austin, Texas, 2013.
  26. Jafari, Roozbeh, Dehzangi, Omid, Zong, Chengzhi, Nathan, Viswam, “BCIBench: A Benchmarking Suite for EEG-Based Brain Computer Interface”, Workshop on Optimizations for DSP and Embedded Systems (ODES), February 15, Orlando, FL 2014
  27. Zou, Yuan, Dehzangi, Omid, Jafari, Roozbeh, “Automatic Removal of EEG Artifacts using Electrode-scalp Impedance”, IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), May 4-9, Florence, Italy 2014.
  28. Dehzangi, Omid, Zou, Yuan, Jafari, Roozbeh, “Towards practical brain-computer interfaces: Simultaneous classification of motor imagery and SSVEP EEG signals”, The International IEEE EMBS Conference on Neural Engineering, November 6-8, San Diego, 2013.
  29. Dehzangi, Omid, Zhao, Zheng, Biggan, John, Ray, Christofer, Jafari, Roozbeh, “The Impact of Vibrotactile Biofeedback on the Excessive Walking Sway and the Postural Control in Elderly”, Wireless Health 2013, November 1-3, Baltimore, Maryland, 2013
  30. Nathan, Viswam, Wu, Jian, Zong, Chengzhi, Zou, Yuan, Dehzangi, Omid, Reagor, Mary, Jafari, Roozbeh, “Demonstration Paper: A 16-channel Bluetooth Enabled Wearable EEG Platform with Dry-contact Electrodes for Brain Computer Interface”, Wireless Health 2013, November 1-3, Baltimore, Maryland, 2013
  31. Dehzangi, Omid, Zou, Yuan, Jafari, Roozbeh, “Enhanced P-300 Speller Brain-Computer Interface using Score-Based Adaptive Training”, TECHCON, September 8-10, Austin, Texas, 2013.
  32. Zou, Yuan, Dehzangi, Omid, Jafari, Roozbeh, “Score-based Adaptive Training for P300 Speller Brain-Computer Interface”, IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), June 26-31, Vancouver, Canada, 2013.
  33. Ahmadi, Ali, Dehzangi, Omid, Jafari, Roozbeh, “Brain-computer interface signal processing algorithms: A Computational Cost vs. Accuracy Analysis for Wearable Computers”, International Conference on Body Sensor Networks (BSN), 2012.
  34. Dehzangi, Omid, Ma, Bin, Chng, Eng Siong, Li, Haizhou, “A Discriminative Performance Metric for GMM-UBM Speaker Identification”, InterSpeech, September, 26-30, Makuhari, Japan, 2010.
  35. Dehzangi, Omid, Ma, Bin, Chng, Eng Siong, Li, Haizhou, “Framewise Phone Classification using Weighted Fuzzy Classification Rules”, International Conference on Pattern Recognition (ICPR), August 23 – 26, Istanbul, Turkey, 2010.
  36. Dehzangi, Omid, Ma, Bin, Chng, Eng Siong, Li, Haizhou, “Error Corrective Classifier Fusion for Spoken Language Recognition”, IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2010), March 14-19, 2010, Dallas, USA
  37. Dehzangi, Omid, Ma, Bin, Chng, Eng Siong, Li, Haizhou, “Discriminative Feature Transformation using Output Coding for Speech Recognition”, InterSpeech, September 6-10, Brighton, UK, 2009.
  38. Dehzangi, Omid, Younessian, Ehsan, Hosseini, Fariborz, “Inducing Cooperation in Fuzzy Classification Rules using Iterative Rule Learning and Rule-weighting”, ICINCO-ICSO 2009, July 2-5, Milan, Italy, 2009.
  39. Dehzangi, Omid, Younessian, Ehsan, Hosseini, Fariborz, “An Adaptive Classifier Design for Accurate Speech Data Classification”, ICINCO-ICSO, July 2-5, Milan, Italy, 2009.
  40. Dehzangi, Omid, Ma, Bin, Chng, Eng Siong, Li, Haizhou, “Fuzzy Rule Selection using Iterative Rule Learning for Speech Data Classification”, International Conference on Pattern Recognition (ICPR), December 8 – 11, Tampa, Florida, 2008.
  41. Dehzangi, Omid, Ma, Bin, Chng, Eng Siong, Li, Haizhou, “Discriminative output coding features for speech recognition”, The 8th International Symposium on Chinese Spoken Language Processing (ISCSLP), Kunming, China, 2008.
  42. Dehzangi, Omid, Boostani, Reza, Zolghadri, Mansoor, “Fuzzy rule generation using data mining techniques to classify Two-Class BCI experiment”, International Conference on Pattern Recognition in Bioinformatics, October 15-17, Melbourne, Australia, 2008.
  43. Dehzangi, Omid, Dehzangi, Abdollah, “Classification of  a Brain-Computer Interface Experiment using Band Power and Autoregressive Features”, IEEE International Workshop on Digital infoTainment and Visualization, June 16-18, Malaysia, 2008.
  44. Dehzangi, Omid, Zolghadri, Mansoor, Taheri Shahram, “High Performance Classification of Two Imagery Tasks in the Cue-Based Brain Computer Interface”, 2nd IAPR Conference on Pattern Recognition in Bioinformatics (PRIB), Singapore, 2007.
  45. Dehzangi, Omid, Zolghadri, Mansoor, Taheri, Shahram, Dehzangi, Abdollah, “An Efficient Nearest Neighbor Classifier Using an Adaptive Distance Measure” 12th International Conference on Computer Analysis of Images and Patterns (CAIP), Vienna, Austria, 2007.
  46. Dehzangi, Omid, Zolghadri, Mansoor, “A proposed method of local feature-weighting to improve predictions of basic nearest neighbor rule”, Artificial Intelligence and Soft Computing, August 29–31, Palma De Mallorca, Spain, 2007.
  47. Dehzangi, Omid, Zolghadri, Mansoor, Fakhrahmad, Mostafa, “Efficient fuzzy rule generation: A new approach using data mining principles and rule weighting”, IEEE International Conference on Fuzzy Systems and Knowledge Discovery, August 24-27, Haikou, China, 2007.
  48. Dehzangi, Omid, Zolghadri, Mansoor, “Effect of pattern weighting on the generalization ability of fuzzy classification systems”, 12th International CSI Computer Conference, Tehran, Iran, 2007.
  49. Dehzangi, Omid, Zolghadri, Mansoor, Fakhrahmad, Mostafa, “A new approach for constructing fuzzy rule-based classification systems using data mining principles, based on rule cooperation”, 12th International CSI Computer Conference, Tehran, Iran, 2007.
  50. Dehzangi, Omid, Zolghadri, Mansoor, Meshksar, Sina, “Accuracy improvement of fuzzy classification systems using a rule weighting mechanism”, Iranian Conference on Machine Vision & Image Processing, 2007.
  51. Meshksar, Sina, Jenabali, Mahda, Dehzangi, Omid, Jenabali, Ahmad, “Nonlinear Control of Distillation Column Using Feedback Linaearization”, 26th IASTED International Conference on Modelling, Identification, and Control, 2007.

 

Full journal articles in referred publications

  1. Dehzangi, Omid, Taheri, Mojtaba, Williams, Cayce, Submitted “Single Channel Ocular and Facial Muscle Artifacts Detection in EEG Signals Using Joint Spectral and Geometric Features”, Preparing to submit to the IEEE transaction on Intelligent Transportation Systems.
  2. Dehzangi, Omid, Taheri, Mojtaba, Williams, Cayce, Submitted “The Impact of Secondary Tasks on Drivers During Naturalistic Driving: EEG Feature Profiling and channel selection”, Preparing to submit to the IEEE transaction on Intelligent Transportation Systems.
  3. Dehzangi, Omid, Iftikhar, Omar, Li, Ying, Winsman, Jeffrey, Submitted “Adaptive Unsupervised Compliance Monitoring of brace treatment for adolescent idiopathic scoliosis”, Preparing to submit to the Journal of Translational Engineering in Health and Medicine.
  4. Dehzangi, Omid, Biggan, John R., Ray, Christopher, Submitted“A Motion Sensor-Based Method for Early Detection and Reduction of Lateral Sway Angle in Older Adults via Gait Analysis and Vibrotactile Biofeedback”, Submitted to the Journal of Aging and Physical Activity.
  5. 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. 10 (3) pp. 564-75, 2013.
  6. 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.
  7. 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.
  8. Boostani, Reza, Dehzangi, Omid, Jarchi, Delaram. Zolghadri, Mansoor, “An efficient pattern classification approach: combination of weighted LDA and weighted nearest neighbor”, Journal of Neural Network World, vol. 5, no. 10, pp. 621-635, 2010.
  9. Dehzangi, Abdollah, Phon-Amnuaisuk, Somnuk, Dehzangi, Omid, “Using Random Forest for Protein Fold Prediction Problem: An Empirical Study”, Journal of Information Science and Engineering, vol. 26, no. 6, pp. 1941-1956, 2010.
  10. Dehzangi, Abdollah, Phon-Amnuaisuk, Somnuk, Dehzangi, Omid, “Enhancing Protein Fold Prediction Accuracy by Using Ensemble of Different Classifiers”, Australian Journal of Intelligent Information Processing Systems, Vol 10, No 4, 32-40, 2009.

Referred chapters in books

  1. Dehzangi, Omid, Zolghadri, Mansoor , Dehzangi, Abdollah, “An Efficient Nearest Neighbor Classifier Using an Adaptive Distance Measure”, Lecture Notes in Computer Science, Springer Berlin, 0302-9743, vol. 4673, pp. 970-978, 2007.
  2. Dehzangi, Omid, Zolghadri, Mansoor , Boostani, Reza, “High Performance Classification of Two Imagery Tasks in the Cue-Based Brain Computer Interface”, Lecture Notes in Bioinformatics, Springer Berlin, 0302-9743, vol. 4774, pp. 378-390, 2007.

Referred Conference Posters and Abstracts Summaries

  1. Dehzangi, Omid, Williams, Cayce*, “Detecting unsafe driving with inertial wrist-band sensor and motion analysis”, Annual Global Brain Health and Performance Summit, April 27-29, 2017.(2 page submission)
  2. Taherisadr, Mojtaba, Dehzangi, Omid, “New Approach to Single Channel EEG Ocular Artifact Detection using X-LET Transforms”, Annual Global Brain Health and Performance Summit, April 27-29, 2017.(2 page submission)
  3. Farooq, Muhamed, Dehzangi, Omid, “SSVEP-based Wearable EEG Detection using Feature level Fusion and Transformation”, Annual Global Brain Health and Performance Summit, April 27-29, 2017.(2 page submission)
  4. Deshmukh, Shantanu, Dehzangi, Omid, “ECG-Based Driver Distraction Identification using Wavelet Packet Transform Features”, Annual Global Brain Health and Performance Summit, April 27-29, 2017.(2 page submission)
  5. Taherisadr, Mojtaba, Dehzangi, Omid, “Brain Region Selection for EEG-Based Assessment of Secondary Tasks During Naturalistic Driving” Annual Global Brain Health and Performance Summit, April 27-29, 2017.(2 page submission)
  6. Deshmukh, Shantanu, Dehzangi, Omid, “Investigating ECG as an indicator of driver distraction”, 2nd Annual UMTRI Transportation Safety Research Symposium, 2016.(2 page submission)
  7. Dehzangi, Omid, Melville, Alex, “Physiological Driver Monitoring: Detection of Driver Facial Motion Artifacts in EEG Signals”, 2nd Annual UMTRI Transportation Safety Research Symposium, 2016.(2 page submission)
  8. Taherisadr, Mojtaba, Alizadeh, Vahid, Dehzangi, Omid, “New Approach to Detection of Driver Facial Artifacts in EEG Signals Using Joint Spectral and Geometric Features”, 2nd Annual UMTRI Transportation Safety Research Symposium, 2016.(2 page submission)
  9. Alizadeh, Vahid, Dehzangi, Omid, “The Impact of Secondary Tasks on Drivers During Naturalistic Driving: Analysis of EEG Dynamics”, 2nd Annual UMTRI Transportation Safety Research Symposium, 2016.(2 page submission)
  10. Alizadeh, Vahid, Williams, Cayce*, Dehzangi, Omid, “Wearable Inertial Sensor-based Driver Authentication using Gait Analysis”, 2nd Annual UMTRI Transportation Safety Research Symposium, 2016.(2 page submission)