Publications

26. Saeed Momeny and Farhad Faradji, "A Novel Feature Selection Method for Motor Imagery-Based Brain-Computer Interfaces," In Proceedings of the 26th Iranian Conference on Electrical Engineering (ICEE), pp. 1421-1424, Mashhad, Iran, May 2018.

25. Pejman Memar and Farhad Faradji, "A Novel Multi-Class EEG-Based Sleep Stage Classification System," IEEE Transactions on Neural Systems and Rehabilitation Engineering, vol. 26, no. 1, pp. 84-95, January 2018.

24. Danial Katoozian and Farhad Faradji, "Singer's Voice Elimination from Stereophonic Pop Music Using ICA," In Proceedings of the 3rd Iranian Conference on Signal Processing and Intelligent Systems (ICSPIS), pp. 174-177, Shahrood, Iran, December 2017.

23. Mohammad Bahador Najafi and Farhad Faradji, "An Investigation of Wavelets and ICA Algorithms for Separation of Fetal and Maternal ECG Signals," In Proceedings of the 2nd International Conference on Electrical Engineering (IC-EE), Tehran, Iran, September 2017.

22. Amirhossein Safari, Hamed Danandeh Hesar, Maryam Mohebbi, Farhad Faradji, "A Novel Method for R-Peak Detection in Noisy ECG Signals Using EEMD and ICA," In Proceedings of the 23rd Iranian Conference on Biomedical Engineering (ICBME), pp. 155-158, Tehran, Iran, November 2016.

21. Milad Amani Arjestan, Mansour Vali, Farhad Faradji, "Brain Computer Interface Design and Implementation to Identify Overt and Covert Speech," In Proceedings of the 23rd Iranian Conference on Biomedical Engineering (ICBME), pp. 59-63, Tehran, Iran, November 2016.

20. Sarkis Azizian, Abazar Arabameri, Farhad Faradji, "On the Separation of EMG Signal from Recorded ECG Using Efficient Signal Processing Algorithms," In Proceedings of the 1st International Conference on New Research Achievements in Electrical and Computer Engineering (ICNRAECE), Tehran, Iran, May 2016.

19. Fatemeh Hasanzadeh, Farhad Faradji, "An ICA Algorithm Based on a Fuzzy Non-Gaussianity Measure," In Proceedings of the 1st International Conference on New Research Achievements in Electrical and Computer Engineering (ICNRAECE), Tehran, Iran, May 2016.

18. Salar Shakibhamedan, Seyed Kooshan Hashemifard, Farhad Faradji, Mansour Vali, "Persian Musical Instrument Recognition System," In Proceedings of the 1st International Conference on New Research Achievements in Electrical and Computer Engineering (ICNRAECE), Tehran, Iran, May 2016.

17. Farshad Faradji, Farhad Faradji, Rabab K. Ward, and Gary E. Birch, "Using Autoregressive Models of Wavelet Bases in the Design of Mental Task-Based BCIs," in Brain-Computer Interface Systems - Recent Progress and Future Prospects, ed. Reza Fazel-Rezai, InTech, ISBN 978-953-51-1134-4, 270 pages, June 2013.

16. Farhad Faradji, Rabab K. Ward, and Gary E. Birch, "Toward Development of a Two-State Brain-Computer Interface Based on Mental Tasks," Journal of Neural Engineering, vol. 8, no. 4, 046014 (9pp), June 2011.

15. Farhad Faradji, Rabab K. Ward, and Gary E. Birch, "A Simple Approach to Find the Best Wavelet Basis in Classification Problems," In Proceedings of the 20th International Conference on Pattern Recognition (ICPR), pp. 641-644, Istanbul, Turkey, August 2010.

14. Farhad Faradji, Rabab K. Ward, and Gary E. Birch, "A Self-Paced BCI Using Stationary Wavelet Packets," In Proceedings of the 31st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), pp. 962-965, Minneapolis, USA, September 2009.

13. Farhad Faradji, Rabab K. Ward, and Gary E. Birch, "Plausibility Assessment of a 2-State Self-Paced Mental Task-Based BCI Using the No-Control Performance Analysis," Journal of Neuroscience Methods, vol. 180, no. 2, pp. 330-339, June 2009.

12. Farhad Faradji, Rabab K. Ward, and Gary E. Birch, "Design of a Mental Task-Based Brain-Computer Interface with a Zero False Activation Rate Using Very Few EEG Electrode Channels," In Proceedings of the 4th International IEEE EMBS Conference on Neural Engineering (NER), pp. 403-406, Antalya, Turkey, April 2009.

11. Farhad Faradji, Rabab K. Ward, and Gary E. Birch, "A Brain-Computer Interface Based on Mental Tasks with a Zero False Activation Rate," In Proceedings of the 4th International IEEE EMBS Conference on Neural Engineering (NER), pp. 355-358, Antalya, Turkey, April 2009.

10. Farhad Faradji, Rabab K. Ward, and Gary E. Birch, "A Custom-Designed Mental Task-Based Brain-Computer Interface," In Proceedings of the 34th IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), pp. 529-532, Taipei, Taiwan, April 2009.

09. Farhad Faradji, Rabab K. Ward, and Gary E. Birch, "Self-Paced BCI Using Multiple SWT-Based Classifiers," In Proceedings of the 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), pp. 2095-2098, Vancouver, Canada, August 2008.

08. Farhad Faradji, Amir Hossein Rezaie, and Majid Ziaratban, "A Morphological-Based License Plate Location," In Proceedings of the 14th IEEE International Conference on Image Processing (ICIP), vol. 1, pp. I-57-I-60, San Antonio, USA, September 2007.

07. Farhad Faradji, Karim Faez, and Masoud S. Nosrati, "Online Farsi Handwritten Words Recognition Using a Combination of 3 Cascaded RBF Neural Networks," In Proceedings of the International Conference on Intelligence and Advance Systems (ICIAS), pp. 134-138, Kuala Lumpur, Malaysia, November 2007.

06. Farhad Faradji, Karim Faez, and Mir Hashem Mousavi, "An HMM-based Online Recognition System for Farsi Handwritten Words," In Proceedings of the International Conference on Intelligence and Advance Systems (ICIAS), pp. 1187-1192, Kuala Lumpur, Malaysia, November 2007.

05. Masoud S. Nosrati, Karim Faez, and Farhad Faradji, "Using 2D Wavelet and Principal Component Analysis for Personal Identification Based On 2D Ear Structure," In Proceedings of the International Conference on Intelligence and Advance Systems (ICIAS), pp. 616-620, Kuala Lumpur, Malaysia, November 2007.

04. Majid Ziaratban, Karim Faez, and Farhad Faradji, "Language-Based Feature Extraction Using Template-Matching in Farsi/Arabic Handwritten Numeral Recognition," In Proceedings of the 9th International Conference on Document Analysis and Recognition (ICDAR) , vol. 1, pp. 297-301, Curitiba, Brazil, September 2007.

03. Farhad Faradji, Karim Faez, and Saeed Mozaffari, "Gray Level Texture Classification by Fractal Domain Features," In Proceedings of the 4th Science of Electronics, Technologies of Information and Telecommunications (SETIT), Hammamet, Tunisia, March 2007.

02. Saeed Mozaffari, Karim Faez, Farhad Faradji, Majid Ziaratban, and S. Mohamad Golzan, "A Comprehensive Isolated Farsi/Arabic Character Database for Handwritten OCR Research," In Proceedings of the 10th International Workshop on Frontiers in Handwriting Recognition (IWFHR), pp. 385-389, La Baule, France, October 2006.

01. Saeed Mozaffari, Karim Faez, and Farhad Faradji, "One Dimensional Fractal Coder for Online Signature Recognition," In Proceedings of the 18th International Conference on Pattern Recognition (ICPR), vol. 2, pp. 857-860, Hong Kong, August 2006.

 

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