Systems, Man & Cybernetics - October 2017 - 26

[4] R. Palaniappan and D. P. Mandic, "Biometrics from brain electrical activity: A

[24] G. Shafer, A Mathematical Theory of Evidence. Princeton, NJ: Princeton

machine learning approach," IEEE Trans. Pattern Anal. Mach. Intell., vol. 29, pp.

University Press, 1976.

738-742, Apr. 2007.

[25] A. P. Dempster, "Upper and lower probabilities induced by a multivalued map-

[5] R. Sitaram, S. Lee, S. Ruiz, M. Rana, R. Veit, and N. Birbaumer, "Real-time support

ping," Ann. Math. Stat., vol. 38, pp. 325-339, Apr. 1967.

vector classification and feedback of multiple emotional brain states," Neuroimage

[26] L.-D. Liao, I.-J. Wang, S.-F. Chen, J.-Y. Chang, and C.-T. Lin, "Design, fabrication and

Clin., vol. 56, pp. 753-765, May 2011.

experimental validation of a novel dry-contact sensor for measuring electroencepha-

[6] L.-D. Liao, C.-Y. Chen, I.-J. Wang, S.-F. Chen, S.-Y. Li, B.-W. Chen, et al. "Gaming

lography signals without skin preparation," Sensors, vol. 11, pp. 5819-5834, May 2011.

control using a wearable and wireless EEG-based brain-computer interface device

[27] C.-T. Lin, L.-D. Liao, Y.-H. Liu, I. J. Wang, B.-S. Lin, and J.-Y. Chang, "Novel dry

with novel dry foam-based sensors," J. Neuroeng. Rehabil., vol. 9, pp. 1-11, Jan. 2012.

polymer foam electrodes for long-term EEG measurement," IEEE Trans. Biomed.

[7] F.-C. Lin, L.-W. Ko, C.-H. Chuang, T.-P. Su, and C.-T. Lin, "Generalized EEG-based

Eng., vol. 58, pp. 1200-1207, May 2011.

drowsiness prediction system by using a self-organizing neural fuzzy system," IEEE

[28] Y.-H. Yu, S.-W. Lu, L.-D. Liao, and C.-T. Lin, "Design, fabrication, and experimental

Trans. Circuits Syst. Reg. Papers, vol. 59, pp. 2044-2055, Sept. 2012.

validation of novel flexible silicon-based dry sensors for electroencephalography signal

[8] R. N. Khushaba, S. Kodagoda, S. Lal, and G. Dissanayake, "Driver drowsiness clas-

measurements," IEEE J. Transl. Eng. Health Med., vol. 2, pp. 1-7, Nov. 2014.

sification using fuzzy wavelet-packet-based feature-extraction algorithm," IEEE Trans.

[29] C. T. Lin, C. H. Chuang, C. S. Huang, S. F. Tsai, S. W. Lu, Y. H. Chen, et al. "Wireless

Biomed. Eng., vol. 58, pp. 121-131, Sept. 2011.

and wearable EEG system for evaluating driver vigilance," IEEE Trans. Biomed. Cir-

[9] K. J. Friston, S. Williams, R. Howard, R. S. Frackowiak, and R. Turner, "Movement-

cuits Syst., vol. 8, pp. 165-176, Apr. 2014.

related effects in fMRI time-series," Magn. Reson. Med., vol. 35, pp. 346-355, Mar. 1996.

[30] C. T. Lin, S. A. Chen, T. T. Chiu, H. Z. Lin, and L. W. Ko, "Spatial and temporal EEG

[10] S. A. Nehmeh and Y. E. Erdi, "Respiratory motion in positron emission tomography/

dynamics of dual-task driving performance," J. Neuroeng. Rehabil., vol. 8, pp. 1-13,

computed tomography: a review," Semin. Nucl. Med., vol. 38, pp. 167-176, May 2008.

Feb. 2011.

[11] L.-D. Liao, C.-T. Lin, K. McDowell, A. E. Wickenden, K. Gramann, T.-P. Jung, et al.

[31] C. T. Lin, S. F. Tsai, and L. W. Ko, "EEG-based learning system for online motion

"Biosensor technologies for augmented brain-computer interfaces in the next decades,"

sickness level estimation in a dynamic vehicle environment," IEEE Trans. Neural.

Proc. IEEE, vol. 100, pp. 1553-1566, Mar. 2012.

Netw. Learn. Syst., vol. 24, pp. 1689-1700, Oct. 2013.

[12] J. N. Knight, "Signal fraction analysis and artifact removal in EEG," Colorado

[32] T.-C. Chiu, K. Gramann, L.-W. Ko, J.-R. Duann, T.-P. Jung, and C.-T. Lin, "Alpha

State University, 2003.

modulation in parietal and retrosplenial cortex correlates with navigation perfor-

[13] W. De Clercq, A. Vergult, B. Vanrumste, W. Van Paesschen, and S. Van Huffel,

mance," Psychophysiology, vol. 49, pp. 43-55, Jan. 2012.

"Canonical correlation analysis applied to remove muscle artifacts from the electroen-

[33] T. P. Jung, S. Makeig, C. Humphries, T. W. Lee, M. J. McKeown, V. Iragui, et al.

cephalogram," IEEE Trans. Biomed. Eng., vol. 53, pp. 2583-2587, Nov. 2006.

"Removing electroencephalographic artifacts by blind source separation," Psycho-

[14] A. J. Bell and T. J. Sejnowski, "An information-maximization approach to blind

physiology, vol. 37, pp. 163-178, Mar. 2000.

separation and blind deconvolution," Neural Comput., vol. 7, pp. 1129-1159, Nov. 1995.

[34] N. Bigdely-Shamlo, A. Vankov, R. R. Ramirez, and S. Makeig, "Brain activity-based

[15] E. W. Sellers, D. J. Krusienski, D. J. McFarland, T. M. Vaughan, and J. R. Wolpaw,

image classification from rapid serial visual presentation," IEEE Trans. Neural Syst.

"A P300 event-related potential brain-computer interface (BCI): The effects of

Rehabil. Eng., vol. 16, pp. 432-441, Oct 2008.

matrix size and inter stimulus interval on performance," Biol. Psychol., vol. 73, pp.

[35] U. Orhan, K. E. Hild, D. Erdogmus, B. Roark, B. Oken, and M. Fried-Oken, "RSVP

242-252, Oct. 2006.

keyboard: An EEG based typing interface," in Proc. 2012 IEEE Int. Conf. Acoust.

[16] D. C. Van Essen, S. M. Smith, D. M. Barch, T. E. Behrens, E. Yacoub, K. Ugurbil,

Speech Signal Process., Kyoto, Japan, Mar. 2012, pp. 645-648.

et al. "The WU-Minn human connectome project: An overview," Neuroimage Clin.,

[36] L. Waldorp, I. Christoffels, and V. van de Ven, "Effective connectivity of fMRI data

vol. 80, pp. 62-79, Oct. 2013.

using ancestral graph theory: Dealing with missing regions," Neuroimage Clin., vol. 54,

[17] K. J. Friston, "Functional and effective connectivity in neuroimaging: A synthe-

pp. 2695-2705, Feb. 2011.

sis," Hum. Brain Mapp., vol. 2, pp. 56-78, 1994.

[37] K. J. Friston, L. Harrison, and W. Penny, "Dynamic causal modelling," Neuroimage

[18] S. Amiri, R. Fazel-Rezai, and V. Asadpour, "A review of hybrid brain-computer

Clin., vol. 19, pp. 1273-1302, Aug. 2003.

interface systems," Adv. Hum.-Comput. Interact., vol. 2013, pp. 8, Jan. 2013.

[38] C. W. J. Granger, "Investigating causal relations by econometric models and cross-

[19] I. Pelletier, H. C. Sauerwein, F. Lepore, D. Saint-Amour, and M. Lassonde,

spectral methods," Econometrica, vol. 37, pp. 424-438, Aug. 1969.

"Non-invasive alternatives to the Wada test in the presurgical evaluation of lan-

[39] H. Lütkepohl, New Introduction to Multiple Time Series Analysis. Berlin:

guage and memory functions in epilepsy patients," Epileptic Disord., vol. 9, pp.

Springer, 2005.

111-126, June 2007.

[40] C. H. Chuang, L. W. Ko, T. P. Jung, and C. T. Lin, "Kinesthesia in a sustained-atten-

[20] M. C. Shirley, E. W. Tomás, and M. M. Charles, "Brain-computer interface using

tion driving task," Neuroimage Clin., vol. 91, pp. 187-202, May 2014.

a simplified functional near-infrared spectroscopy system," J Neural Eng., vol. 4, pp.

[41] M. Massimini, F. Ferrarelli, R. Huber, S. K. Esser, H. Singh, and G. Tononi, "Breakdown

219-226, Sept. 2007.

of cortical effective connectivity during sleep," Science, vol. 309, pp. 2228-2232, Sept. 2005.

[21] E. Yin, T. Zeyl, R. Saab, D. Hu, Z. Zhou, and T. Chau, "An auditory-tactile visual

[42] S. K. Esser, S. Hill, and G. Tononi, "Breakdown of effective connectivity during

saccade-independent P300 brain-computer interface," Int. J. Neural Syst., vol. 26, pp.

slow wave sleep: Investigating the mechanism underlying a cortical gate using large-

1650001-1650016, Feb. 2016.

scale modeling," J. Neurophysiol., vol. 102, pp. 2096-2111, Oct. 2009.

[22] E. Yin, T. Zeyl, R. Saab, T. Chau, D. Hu, and Z. Zhou, "A hybrid brain-computer

[43] Y.-K. Wang, S.-A. Chen, and C.-T. Lin, "An EEG-based brain-computer interface for

interface based on the fusion of P300 and SSVEP scores," IEEE Trans. Neural Syst.

dual task driving detection," Neurocomputing, vol. 129, pp. 85-93, Apr. 2014.

Rehabil. Eng., vol. 23, pp. 693-701, July 2015.

[44] C. T. Lin, L. W. Ko, and T. K. Shen, "Computational intelligent brain computer

[23] W. Qiu, C. Chang, W. Liu, P. W. Poon, Y. Hu, F. K. Lam, et al. "Real-time data-

interaction and its applications on driving cognition," IEEE Comput. Intell. Mag., vol.

reusing adaptive learning of a radial basis function network for tracking evoked poten-

4, pp. 32-46, Nov. 2009.

tials," IEEE Trans. Biomed. Eng., vol. 53, pp. 226-237, Feb. 2006.



26	

IEEE SYSTEMS, MAN, & CYBERNETICS MAGAZINE Oc tob e r 2017



Table of Contents for the Digital Edition of Systems, Man & Cybernetics - October 2017

Systems, Man & Cybernetics - October 2017 - Cover1
Systems, Man & Cybernetics - October 2017 - Cover2
Systems, Man & Cybernetics - October 2017 - 1
Systems, Man & Cybernetics - October 2017 - 2
Systems, Man & Cybernetics - October 2017 - 3
Systems, Man & Cybernetics - October 2017 - 4
Systems, Man & Cybernetics - October 2017 - 5
Systems, Man & Cybernetics - October 2017 - 6
Systems, Man & Cybernetics - October 2017 - 7
Systems, Man & Cybernetics - October 2017 - 8
Systems, Man & Cybernetics - October 2017 - 9
Systems, Man & Cybernetics - October 2017 - 10
Systems, Man & Cybernetics - October 2017 - 11
Systems, Man & Cybernetics - October 2017 - 12
Systems, Man & Cybernetics - October 2017 - 13
Systems, Man & Cybernetics - October 2017 - 14
Systems, Man & Cybernetics - October 2017 - 15
Systems, Man & Cybernetics - October 2017 - 16
Systems, Man & Cybernetics - October 2017 - 17
Systems, Man & Cybernetics - October 2017 - 18
Systems, Man & Cybernetics - October 2017 - 19
Systems, Man & Cybernetics - October 2017 - 20
Systems, Man & Cybernetics - October 2017 - 21
Systems, Man & Cybernetics - October 2017 - 22
Systems, Man & Cybernetics - October 2017 - 23
Systems, Man & Cybernetics - October 2017 - 24
Systems, Man & Cybernetics - October 2017 - 25
Systems, Man & Cybernetics - October 2017 - 26
Systems, Man & Cybernetics - October 2017 - 27
Systems, Man & Cybernetics - October 2017 - 28
Systems, Man & Cybernetics - October 2017 - 29
Systems, Man & Cybernetics - October 2017 - 30
Systems, Man & Cybernetics - October 2017 - 31
Systems, Man & Cybernetics - October 2017 - 32
Systems, Man & Cybernetics - October 2017 - 33
Systems, Man & Cybernetics - October 2017 - 34
Systems, Man & Cybernetics - October 2017 - 35
Systems, Man & Cybernetics - October 2017 - 36
Systems, Man & Cybernetics - October 2017 - 37
Systems, Man & Cybernetics - October 2017 - 38
Systems, Man & Cybernetics - October 2017 - 39
Systems, Man & Cybernetics - October 2017 - 40
Systems, Man & Cybernetics - October 2017 - 41
Systems, Man & Cybernetics - October 2017 - 42
Systems, Man & Cybernetics - October 2017 - 43
Systems, Man & Cybernetics - October 2017 - 44
Systems, Man & Cybernetics - October 2017 - Cover3
Systems, Man & Cybernetics - October 2017 - Cover4
https://www.nxtbook.com/nxtbooks/ieee/smc_202310
https://www.nxtbook.com/nxtbooks/ieee/smc_202307
https://www.nxtbook.com/nxtbooks/ieee/smc_202304
https://www.nxtbook.com/nxtbooks/ieee/smc_202301
https://www.nxtbook.com/nxtbooks/ieee/smc_202210
https://www.nxtbook.com/nxtbooks/ieee/smc_202207
https://www.nxtbook.com/nxtbooks/ieee/smc_202204
https://www.nxtbook.com/nxtbooks/ieee/smc_202201
https://www.nxtbook.com/nxtbooks/ieee/smc_202110
https://www.nxtbook.com/nxtbooks/ieee/smc_202107
https://www.nxtbook.com/nxtbooks/ieee/smc_202104
https://www.nxtbook.com/nxtbooks/ieee/smc_202101
https://www.nxtbook.com/nxtbooks/ieee/smc_202010
https://www.nxtbook.com/nxtbooks/ieee/smc_202007
https://www.nxtbook.com/nxtbooks/ieee/smc_202004
https://www.nxtbook.com/nxtbooks/ieee/smc_202001
https://www.nxtbook.com/nxtbooks/ieee/smc_201910
https://www.nxtbook.com/nxtbooks/ieee/smc_201907
https://www.nxtbook.com/nxtbooks/ieee/smc_201904
https://www.nxtbook.com/nxtbooks/ieee/smc_201901
https://www.nxtbook.com/nxtbooks/ieee/smc_201810
https://www.nxtbook.com/nxtbooks/ieee/smc_201807
https://www.nxtbook.com/nxtbooks/ieee/smc_201804
https://www.nxtbook.com/nxtbooks/ieee/smc_201801
https://www.nxtbook.com/nxtbooks/ieee/systems_man_cybernetics_1017
https://www.nxtbook.com/nxtbooks/ieee/systems_man_cybernetics_0717
https://www.nxtbook.com/nxtbooks/ieee/systems_man_cybernetics_0417
https://www.nxtbook.com/nxtbooks/ieee/systems_man_cybernetics_0117
https://www.nxtbook.com/nxtbooks/ieee/systems_man_cybernetics_1016
https://www.nxtbook.com/nxtbooks/ieee/systems_man_cybernetics_0716
https://www.nxtbook.com/nxtbooks/ieee/systems_man_cybernetics_0416
https://www.nxtbook.com/nxtbooks/ieee/systems_man_cybernetics_0116
https://www.nxtbook.com/nxtbooks/ieee/systems_man_cybernetics_1015
https://www.nxtbook.com/nxtbooks/ieee/systems_man_cybernetics_0715
https://www.nxtbook.com/nxtbooks/ieee/systems_man_cybernetics_0415
https://www.nxtbook.com/nxtbooks/ieee/systems_man_cybernetics_0115
https://www.nxtbookmedia.com