TY - JOUR AU - Reaz, M. B. I. AU - Hussain, M. S. AU - Yasin, F. M. PY - 2006 DA - 2006// TI - Techniques of EMG signal analysis: detection, processing, classification and applications JO - Biol Proced Online VL - 8 UR - https://doi.org/10.1251/bpo115 DO - 10.1251/bpo115 ID - Reaz2006 ER - TY - CHAP AU - Huang, Y. Y. AU - Low, K. H. AU - Lim, H. B. PY - 2009 DA - 2009// TI - Objective and quantitative assessment methodology of hand functions for rehabilitation BT - Proceedings of the IEEE International Conference on Robotics and Biomemetics: 21-26 February 2009; Bangkok ID - Huang2009 ER - TY - JOUR AU - Bai, O. AU - Nakamura, M. AU - Shibasaki, H. PY - 2001 DA - 2001// TI - Compensation of hand movement for patients by assistant force: relationship between human hand movement and robot arm motion JO - IEEE Trans Neural Sys and Rehab Eng VL - 9 UR - https://doi.org/10.1109/7333.948459 DO - 10.1109/7333.948459 ID - Bai2001 ER - TY - JOUR AU - Lewis, G. N. AU - Perreault, E. J. PY - 2009 DA - 2009// TI - An assessment of robot-assisted bimanual movements on upper limb motor coordination following stroke JO - IEEE Trans Neural Sys and Rehab Eng VL - 17 UR - https://doi.org/10.1109/TNSRE.2009.2029315 DO - 10.1109/TNSRE.2009.2029315 ID - Lewis2009 ER - TY - JOUR AU - Lum, P. S. AU - Burgar, C. G. AU - Shor, P. C. AU - Majmundar, M. AU - Loos, M. V. PY - 2002 DA - 2002// TI - Robot-assisted movement training compared with conventional therapy techniques for the rehabilitation of upper-limb motor function after stroke JO - Arch Phys Med Rehab VL - 83 UR - https://doi.org/10.1053/apmr.2001.33101 DO - 10.1053/apmr.2001.33101 ID - Lum2002 ER - TY - JOUR AU - Stein, J. AU - Narenfran, K. AU - Mcbean, J. AU - Krebs, K. AU - Hughes, R. PY - 2007 DA - 2007// TI - Electromyography-controlled exoskeleton upper-limb-powered orthosis for exercise training after stroke JO - Am Journal Phys Med Rehab VL - 86 UR - https://doi.org/10.1097/PHM.0b013e3180383cc5 DO - 10.1097/PHM.0b013e3180383cc5 ID - Stein2007 ER - TY - STD TI - The CyberHand project2007. [http://www.cyberhand.org] UR - http://www.cyberhand.org ID - ref7 ER - TY - STD TI - The SmartHand project2007. [http://www.elmat.lth.se/~smarthand] UR - http://www.elmat.lth.se/~smarthand ID - ref8 ER - TY - STD TI - The iLimb prosthetic hand2007. [http://www.touchbionics.com] UR - http://www.touchbionics.com ID - ref9 ER - TY - STD TI - Otto Bock SensorHand hand prothesis2010. [http://www.ottobock.com/cps/rde/xchg/ob_com_en/hs.xsl/3652.html] UR - http://www.ottobock.com/cps/rde/xchg/ob_com_en/hs.xsl/3652.html ID - ref10 ER - TY - JOUR AU - Hudgins, B. AU - Parker, P. AU - Scott, R. N. PY - 1993 DA - 1993// TI - A new strategy for multifunction myoelectric control JO - IEEE Trans Biomed Eng VL - 40 UR - https://doi.org/10.1109/10.204774 DO - 10.1109/10.204774 ID - Hudgins1993 ER - TY - JOUR AU - Chu, J. U. AU - Lee, Y. J. PY - 2009 DA - 2009// TI - Conjugate-prior-penalized learning of Gaussian mixture models for multifunction myoelectric hand control JO - IEEE Trans Neural Sys and Rehab Eng VL - 17 UR - https://doi.org/10.1109/TNSRE.2009.2015177 DO - 10.1109/TNSRE.2009.2015177 ID - Chu2009 ER - TY - JOUR AU - Chu, J. U. AU - Moon, I. AU - Lee, Y. J. AU - Kim, S. K. AU - Mun, M. S. PY - 2007 DA - 2007// TI - A supervised feature-projection-based real-time EMG pattern recognition for multifunction myoelectric hand control JO - IEEE/ASME Trans Mechatronics VL - 12 UR - https://doi.org/10.1109/TMECH.2007.897262 DO - 10.1109/TMECH.2007.897262 ID - Chu2007 ER - TY - JOUR AU - Chu, J. U. AU - Moon, I. AU - Mun, M. S. PY - 2006 DA - 2006// TI - A real-time EMG pattern recognition system based on linear-nonlinear feature projection for a multifunction myoelectric hand JO - IEEE Trans Biomed Eng VL - 53 UR - https://doi.org/10.1109/TBME.2006.883695 DO - 10.1109/TBME.2006.883695 ID - Chu2006 ER - TY - JOUR AU - Khezri, M. AU - Jahed, M. PY - 2007 DA - 2007// TI - Real-time intelligent pattern recognition algorithm for surface EMG signals JO - Biomed Eng Online VL - 6 UR - https://doi.org/10.1186/1475-925X-6-45 DO - 10.1186/1475-925X-6-45 ID - Khezri2007 ER - TY - JOUR AU - Englehart, K. AU - Hudgins, B. PY - 2003 DA - 2003// TI - A robust, real-time control scheme for multifunction myoelectric control JO - IEEE Trans Biomed Eng VL - 50 UR - https://doi.org/10.1109/TBME.2003.813539 DO - 10.1109/TBME.2003.813539 ID - Englehart2003 ER - TY - JOUR AU - Chan, F. H. Y. AU - Yang, Y. S. AU - Lam, F. K. AU - Zhang, Y. T. AU - Parker, P. A. PY - 2000 DA - 2000// TI - Fuzzy EMG classification for prosthesis control JO - IEEE Trans on Rehab Eng VL - 8 UR - https://doi.org/10.1109/86.867872 DO - 10.1109/86.867872 ID - Chan2000 ER - TY - JOUR AU - Karlik, B. AU - Tokhi, M. O. AU - Alci, M. PY - 2003 DA - 2003// TI - A fuzzy clustering neural network architecture for multifunction upper-limb prosthesis JO - IEEE Trans Biomed Eng VL - 50 UR - https://doi.org/10.1109/TBME.2003.818469 DO - 10.1109/TBME.2003.818469 ID - Karlik2003 ER - TY - JOUR AU - Park, S. H. AU - Lee, S. P. PY - 1998 DA - 1998// TI - EMG pattern recognition based on artificial intelligence techniques JO - IEEE Trans on Rehab Eng VL - 6 UR - https://doi.org/10.1109/86.736154 DO - 10.1109/86.736154 ID - Park1998 ER - TY - JOUR AU - Soares, A. AU - Andrade, A. AU - Lamounier, E. AU - Carrijo, R. PY - 2003 DA - 2003// TI - The development of a virtual myoelectric prosthesis controlled by an EMG pattern recognition system based on neural networks JO - Journal of Intelligent Inf Sys VL - 21 UR - https://doi.org/10.1023/A:1024758415877 DO - 10.1023/A:1024758415877 ID - Soares2003 ER - TY - CHAP AU - Castellini, C. AU - Smagt, P. V. D. PY - 2008 DA - 2008// TI - Surface EMG in advanced hand prosthetics BT - Biological cybernetics ID - Castellini2008 ER - TY - JOUR AU - Liu, Y. H. AU - Huang, H. P. AU - Weng, C. H. PY - 2007 DA - 2007// TI - Recognition of electromyographic signals using cascaded kernel learning machine JO - IEEE/ASME Trans Mechatronics VL - 12 UR - https://doi.org/10.1109/TMECH.2007.897253 DO - 10.1109/TMECH.2007.897253 ID - Liu2007 ER - TY - JOUR AU - Englehart, K. AU - Hudgins, B. AU - Parker, P. A. AU - Stevenson, M. PY - 1999 DA - 1999// TI - Classification of the myoelectric signal using time-frequency based representations JO - Medical Eng & Physics VL - 21 UR - https://doi.org/10.1016/S1350-4533(99)00066-1 DO - 10.1016/S1350-4533(99)00066-1 ID - Englehart1999 ER - TY - JOUR AU - Englehart, K. AU - Hudgins, B. AU - Parker, P. PY - 2001 DA - 2001// TI - A wavelet-based continuous classification scheme for multifunction myoelectric control JO - IEEE Trans Biomed Eng VL - 48 UR - https://doi.org/10.1109/10.914793 DO - 10.1109/10.914793 ID - Englehart2001 ER - TY - JOUR AU - Cipriani, C. AU - Antfolk, C. AU - Balkenius, C. AU - Rosen, B. AU - Lundborg, G. AU - Carrozza, M. C. AU - Sebelius, F. PY - 2009 DA - 2009// TI - A novel concept for a prosthetic hand with a bidirectional interface: a feasibility study JO - IEEE Trans Biomed Eng VL - 56 UR - https://doi.org/10.1109/TBME.2009.2031242 DO - 10.1109/TBME.2009.2031242 ID - Cipriani2009 ER - TY - JOUR AU - Chan, A. D. C. AU - Englehart, K. B. PY - 2005 DA - 2005// TI - Continuous myoelectric control for powered prosthesis using hidden markov models JO - IEEE Trans Biomed Eng VL - 52 UR - https://doi.org/10.1109/TBME.2004.836492 DO - 10.1109/TBME.2004.836492 ID - Chan2005 ER - TY - CHAP AU - Bitzer, S. AU - Smagt, P. V. D. PY - 2006 DA - 2006// TI - Learning EMG control of a robotic hand: towards active prosthesis BT - Proceedings of the IEEE International Conference on Robotics and Automation: 15-19 May 2006; Orlando ID - Bitzer2006 ER - TY - CHAP AU - Yoshikawa, M. AU - Mikawa, M. AU - Tanaka, K. PY - 2007 DA - 2007// TI - A Myoelectric interface for robotic hand control using support vector machine BT - Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems: 29 October - 2 November 2007; San Diego UR - https://doi.org/10.1109/IROS.2007.4399301 DO - 10.1109/IROS.2007.4399301 ID - Yoshikawa2007 ER - TY - CHAP AU - Scott, R. N. PY - 1984 DA - 1984// TI - An introduction to myoelectric protheses BT - UNB Monographs on Myoelectric protheses ID - Scott1984 ER - TY - JOUR AU - Farrell, T. R. AU - Weir, R. F. PY - 2007 DA - 2007// TI - The optimal controller delay for myoelectric protheses JO - IEEE Trans Neural Sys and Rehab Eng VL - 15 UR - https://doi.org/10.1109/TNSRE.2007.891391 DO - 10.1109/TNSRE.2007.891391 ID - Farrell2007 ER - TY - CHAP AU - Bishop, C. M. ED - Jordan, M. ED - Kleinberg, J. ED - Scholkopf, B. PY - 2006 DA - 2006// TI - Linear models for classification BT - Pattern recognition and machine learning ID - Bishop2006 ER - TY - CHAP AU - Vapnik, V. ED - Sukens, J. A. K. ED - Vandewalle, J. PY - 1998 DA - 1998// TI - The support vector method of function estimation BT - Nonlinear modelling: Advanced black-box techniques PB - Kluwer academic publishers CY - Boston UR - https://doi.org/10.1007/978-1-4615-5703-6_3 DO - 10.1007/978-1-4615-5703-6_3 ID - Vapnik1998 ER - TY - CHAP AU - Bishop, C. M. ED - Jordan, M. ED - Kleinberg, J. ED - Scholkopf, B. PY - 2006 DA - 2006// TI - Sparse kernel machines BT - Pattern recognition and machine learning ID - Bishop2006 ER - TY - JOUR AU - Guler, I. AU - Ubeyli, E. D. PY - 2007 DA - 2007// TI - Multiclass support vector machines for EEG-signals classification JO - IEEE Trans Inf Tech Biomedicine VL - 11 UR - https://doi.org/10.1109/TITB.2006.879600 DO - 10.1109/TITB.2006.879600 ID - Guler2007 ER - TY - JOUR AU - Khandoker, A. H. AU - Palaniswami, M. AU - Karmakar, C. K. PY - 2009 DA - 2009// TI - Support vector machines for automated recognition of obstructive sleep apnea syndrome from ECG recordings JO - IEEE Trans Inf Tech Biomedicine VL - 13 UR - https://doi.org/10.1109/TITB.2008.2004495 DO - 10.1109/TITB.2008.2004495 ID - Khandoker2009 ER - TY - JOUR AU - Oskoei, M. A. AU - Hu, H. PY - 2008 DA - 2008// TI - Support vector machine-based classification scheme for myoelectric control applied to upper limb JO - IEEE Trans Biomed Eng VL - 55 UR - https://doi.org/10.1109/TBME.2008.919734 DO - 10.1109/TBME.2008.919734 ID - Oskoei2008 ER - TY - JOUR AU - Kampouraki, A. AU - Manis, G. AU - Nikoi, C. PY - 2009 DA - 2009// TI - Heartbeat time series classification with support vector machines JO - IEEE Trans Inf Tech Biomedicine VL - 13 UR - https://doi.org/10.1109/TITB.2008.2003323 DO - 10.1109/TITB.2008.2003323 ID - Kampouraki2009 ER - TY - CHAP AU - Lew, H. L. AU - TSAI, S. J. ED - Pease, W. S. ED - Lew, H. L. ED - Johnson, E. W. PY - 2007 DA - 2007// TI - Pictorial guide to muscles and surface anatomy BT - Johnson's practical electromyography ID - Lew2007 ER - TY - STD TI - SENIAM Project[http://www.seniam.org.] UR - http://www.seniam.org ID - ref39 ER - TY - STD TI - Luca CJD: Surface electromyography: detection and recording.© 2002 by DelSys Incorporated ID - ref40 ER - TY - JOUR AU - Mital, A. AU - Pennathur, A. PY - 1999 DA - 1999// TI - Musculoskeletal overexertion injuries in the United States: mitigating the problem through ergonomics and engineering interventions JO - Journal of Occupational Rehabilitation VL - 9 UR - https://doi.org/10.1023/A:1021318204926 DO - 10.1023/A:1021318204926 ID - Mital1999 ER - TY - CHAP AU - Huang, H. P. AU - Chen, C. Y. PY - 1999 DA - 1999// TI - Development of a myoelectric discrimination system for a multi-degree prosthetic hand BT - Proceedings of the International Conference on Robotics and Automation: May 1999; Detroit ID - Huang1999 ER - TY - BOOK AU - Chang, C. C. AU - Lin, C. J. PY - 2001 DA - 2001// TI - LIBSVM: a library for support vector machines ID - Chang2001 ER - TY - CHAP AU - Hsu, C. W. AU - Chang, C. C. AU - Lin, C. J. PY - 2003 DA - 2003// BT - A practical guide to support vector classification. Technical report PB - Department of Computer Science and Information Engineering, National Taiwan University CY - Taipei, Taiwan ID - Hsu2003 ER - TY - JOUR AU - Hastie, T. AU - Rosset, S. AU - Tibshirani, R. AU - Zhu, J. PY - 2004 DA - 2004// TI - The Entire Regularization Path for the Support Vector Machine JO - Journal of Machine Learning Research VL - 5 ID - Hastie2004 ER - TY - CHAP AU - Sarojini, B. AU - Ramaraj, N. AU - Nickolas, S. PY - 2009 DA - 2009// TI - Enhancing the Performance of LibSVM Classifier by Kernel F-Score Feature Selection BT - Proceedings of the Second International Conference on Contemporary Computing: August 17-19; Noida, India ID - Sarojini2009 ER -