Academic Outcomes

Journals

2018

  1. CH Chuang, JT King, BS Wu, ZH Cao, YK Wang, & CT Lin, 'Brain electrodynamic and hemodynamic signatures against fatigue during driving', Frontiers in Neuroscience, 2018, 12(181), 1-12. IF: 3.566, SCIE
  2. CT Lin, TY Hsieh, YT Liu, YY Lin, CN Fang, YK Wang, G Yen, N Pal, CH Chuang*, ‘Minority Oversampling in Kernel Adaptive Subspaces for Class Imbalanced Datasets’, IEEE Transactions on Transactions on Knowledge and Data Engineering, 2018, 30(5), 950-962. IF: 3.438, SCI
  3. D Wu, JT King, CH Chuang, CT Lin, & TP Jung, 'Spatial filtering for EEG-based regression problems in brain-computer interface (BCI),' IEEE Transactions on Fuzzy Systems 2018, 26(2), 771-781. IF: 7.671, SCI/SCIE
  4. CT Lin, CS Huang, WY Yang, A Singh, CH Chuang, YK Wang, ‘Real-time EEG signal enhancement using canonical correlation analysis and Gaussian mixture clustering’, Journal of Healthcare Engineering, 2018, 2018(5081258), 1-11. IF: 2.746, SCIE
  5. CT Lin, TC Chiu, YK Wang, CH Chuang, K Gramann, 'Granger causal connectivity dissociates navigation networks that subserve allocentric and egocentric path integration', Brain Research, 2018, 1679, 91-10. IF: 2.746, SCI/SCIE
  6. Z Cao, CT Lin, CH Chuang, KL Lai, SJ Wang, ‘Exploring resting-state EEG complexity before migraine attacks,’ Cephalalgia 2018, 38(7), 1296-1306, IF: 3.609 SCI

2017

  1. CT Lin, CH Chuang*, ZH Cao, A K Singh, CS Hung, YH Yu, M Nascimben, YT Liu, JT King, TP Su, SJ Wang, 'Forehead EEG in support of future feasible personal healthcare solutions: sleep management, headache prevention, and depression Treatment', IEEE ACCESS 2017, 5, 10612-10621. IF: 3.244 SCIE
  2. SL Wu, YT Liu, TY Hsieh, YY Lin, CY Chen, CH Chuang, & CT Lin, ‘Fuzzy integral with particle swarm optimization for a motor-imagery-based brain-computer interface,’ IEEE Transactions on Fuzzy Systems 2017, 25, 21-28. IF: 7.671, SCI/SCIE
  3. CT Lin, YT Liu, SL Wu, Zehong Cao, YK Wang, CS Huang, JT King, SA Chen, SW Lu, CH Chuang*, 'Novel neurotechnology and computational intelligence method applied to EEG-based brain-computer interfaces,' IEEE Systems, Man, and Cybernetics Magazine 2017, 3, 16-26.

2016

  1. CT Lin, CH Chuang*, S Kerick, T Mullen, TP Jung, LW Ko, SA Chen, JT King, K McDowell, 'Mind-wandering tends to occur under low perceptual demands during driving', Scientific Reports 2016, 6, 1-11. IF: 4.259 SCI/SCIE
  2. Z Cao, CT Lin, CH Chuang, KL Lai, AC Yang, JL Fuh, SJ Wang, 'Resting-state EEG power and coherence vary between migraine phases', Journal of Headache and Pain 2016, 17, 1-9. IF: 3.580 SCIE
  3. SW Chuang, CH Chuang, YS Yu, JT King, CT Lin, 'EEG alpha and gamma modulators mediate motion sickness-related spectral responses', International Journal of Neural Systems 2016, 26, 1-14. IF: 6.333 SCIE
  4. YT Liu, YY Lin, SL Wu, CH Chuang, & CT Lin, 'Brain dynamics in predicting driving fatigue using a recurrent self-evolving fuzzy neural network', IEEE Transactions on Neural Networks and Learning Systems 2016, 27, 347-360. IF: 6.108 SCI/SCIE
  5. KC Huang, TY Huang, JT King, YK Wang, CH Chuang, CT Lin, & TP Jung, ‘An EEG-based fatigue detection and mitigation system', International Journal of Neural Systems 2016, 26, 1-14. IF: 6.108 SCI/SCIE
  6. YH Yu, SW Lu, CH Chuang, JT King, CL Chang, SA Chen, & CT Lin, 'An inflatable and wearable wireless system for making 32-channel electroencephalogram measurements', IEEE Transactions on Neural Systems and Rehabilitation Engineering 2016, 24, 806-813. IF: 6.108 SCI/SCIE

2015

  1. CS Huang, N Pal, CH Chuang & CT Lin, 'Identifying changes in EEG information transfer during drowsy driving by transfer entropy', Frontiers in Human Neuroscience 2015, 9, 1-12.
  2. CH Chuang*, CS Huang, LW Ko, & CT Lin, 'An EEG-based perceptual function integration network for application to drowsy driving', Knowledge-Based Systems 2015, 80, 143-152.

2014

  1. CT Lin, CH Chuang, CS Huang, SF Tsai, SW Lu, YH Chen, & LW Ko, 'Wireless and wearable EEG system for evaluating driver vigilance', IEEE Transactions on Biomedical Circuits and Systems 2014, 8, 165-176.
  2. CH Chuang, LW Ko, TP Jung, & CT Lin, 'Kinesthesia in a sustained-attention driving task', Neuroimage 2014, 91, 187-202.
  3. CH Chuang, LW Ko, YP Lin, TP Jung, & CT Lin, 'Independent component ensemble of EEG for brain-computer interface', IEEE Transactions on Neural Systems and Rehabilitation Engineering 2014, 22, 230-238.

2013

  1. CT Lin, KC Huang, CH Chuang, LW Ko, & TP Jung, 'Can arousing feedback rectify lapses in driving? Prediction from EEG power spectra', Journal of Neural Engineering 2013, 10, 1-10.

2012

  1. FC Lin, LW Ko, CH Chuang, TP Su, & CT Lin, 'Generalized EEG-based drowsiness prediction system by using a self-organizing neural fuzzy system', IEEE Transactions on Circuits and Systems I-Regular papers 2012, 59, 2044-2055.
  2. CT Lin, CH Chuang, YK Wang, SF Tsai, TC Chiu, & LW Ko, 'Neurocognitive characteristics of the driver: A review on drowsiness, distraction, navigation, and motion sickness', Journal of Neuroscience and Neuroengineering 2012, 1, 61-81.

2010

  1. JM Yang, BC Kuo, PT Yu, & CH Chuang, 'A dynamic subspace method for hyperspectral image classification', IEEE Transactions on Geoscience and Remote Sensing 2010, 48, 2840-2853.

Scholarly Book Chapters

  1. BJ Lance, J Touryan, YK Wang, SW Lu, CH Chuang, P Khooshabeh, P Sajda, A Marathe, TP Jung, CT Lin, and K McDowell, 'Towards Serious Games for Improved BCI', Handbook of Digital Games and Entertainment Technologies, R. Nakatsu, M. Rauterberg and P. Ciancarini, eds., pp. 1-28, Singapore: Springer Singapore, 2015.
  2. LW Ko, CH Chuang, CS Huang, YH Chen, SW Lu, LD Liao, WT Chang, & CT Lin, 'Real-Time Vigilance Estimation Using Mobile Wireless Mindo EEG Device with Spring-Loaded Sensors', Foundations of Augmented Cognition, Lecture Notes in Computer Science D. Schmorrow and C. Fidopiastis, eds., pp. 450-458: Springer Berlin Heidelberg, 2013.

Conference Papers

  1. SL Wu, YT Liu, KP Chou, YY Lin, J Lu, G Zhang, CH Chuang, WC Lin, & CT Lin, ‘A motor imagery based brain-computer interface system via swarm-optimized fuzzy integral and its application’, 2016 IEEE International Conference on Fuzzy Systems, Vancouver, Canada, 24-29 July 2016
  2. D Wu, CH Chuang, & CT Lin, 'Online driver's drowsiness estimation using domain adaptation with model fusion', International Conference on Affective Computing and Intelligent Interaction, pp. 904-910, Xi’an, China, 21-24 Sep., 2015
  3. LW Ko, WK Lai, WG Liang, CH Chuang, SW Lu, YC Lu, TY Hsiung, HH Wu, & CT Lin, 'Single channel wireless EEG device for real-time fatigue level detection', IEEE International Joint Conference on Neural Networks, pp. 1-5, Killarney, Ireland, 12-17 Jul., 2015.
  4. YY Liu, YT Yin, SL Wu, CH Chuang, & CT Lin, 'EEG-based driving fatigue prediction system using functional-link-based fuzzy neural network', IEEE International Joint Conference on Neural Networks, pp. 4109-4113, Beijing, China, 6-11 Jul., 2014.
  5. CH Chuang, YP Lin, LW Ko, TP Jung, & CT Lin, 'Automatic design for independent component analysis based brain-computer interfacing', 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, pp. 2180 - 2183, Osaka, Japan, 3-7 Jul., 2013.
  6. CT Lin, CH Chuang, CS Huang, YH Chen, & LW Ko, 'Real-time assessment of vigilance level using an innovative Mindo4 wireless EEG system', IEEE International Symposium on Circuits and Systems, pp. 1528-1531, Beijing, China, 19-23 May, 2013.
  7. KC Huang, TP Jung, CH Chuang, LW Ko, & CT Lin, 'Preventing lapse in performance using a drowsiness monitoring and management system', 34th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, pp. 3336-3339, San Diego, USA, 28 Aug.- 1 Sep., 2012.
  8. CH Chuang, CS Huang, CT Lin, LW Ko, JY Chang, & JM Yang, 'Mapping information flow of independent source to predict conscious level: A Granger Causality Based Brain-Computer Interface', International Symposium on Computer, Consumer and Control, pp. 813-816, Taichung, Taiwan, 4-6 Jun., 2012.
  9. CH Chuang, PC Lai, LW Ko, BC Kuo, & CT Lin, 'Driver’s cognitive state classification toward brain computer interface via using a generalized and supervised technology', International Joint Conference on Neural Networks, pp. 1-7, Barcelona, Spain, 18-23 Jul., 2010.
  10. YH Yu, PC Lai, LW Ko, CH Chuang, BC Kuo, & CT Lin, 'An EEG-based classification system of passenger's motion sickness level by using feature extraction/selection technologies', International Joint Conference on Neural Networks, pp. 1-6, Barcelona, Spain, 18-23 Jul., 2010.
  11. TP Jung, KC Huang, CH Chuang, JA Chen, LW Ko, TW Chiu, & CT Lin, 'Arousing feedback rectifies lapse in performance and corresponding EEG power spectrum', Annual International Conference of the IEEE Engineering in Medicine and Biology Society, pp. 1792-1795, Buenos Aires, Argentina, 31 Aug.-4 Sep., 2010.
  12. BC Kuo, SS Lin, HM Wu, & CH Chuang, 'A novel classification processing based on the spatial information and the concept of adaboost for hyperspectral image classification', IEEE International Geoscience and Remote Sensing Symposium, pp. 2816-2819, Honolulu, USA, 25-30 Jul., 2010.
  13. BC Kuo, CH Chuang, CH Li, & CC Hung, 'A nonparametric contextual classification based on Markov random fields', IEEE First Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, pp. 1-4, Grenoble, France, 26-28 Aug., 2009.
  14. BC Kuo, CH Chuang, CH Li, & CT Lin, 'Subspace selection based multiple classifier systems for hyperspectral image classification', IEEE First Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, pp. 1-4, Grenoble, France, 26-28 Aug., 2009.
  15. BC Kuo, CH Chuang, CC Hung, & SW Yang, 'A novel random subspace method using spectral and spatial information for hyperspectral Image Classification', IEEE International Geoscience and Remote Sensing Symposium, pp. I-217-I-220, Boston, USA, 7-11 Jul., 2008.
  16. CH Chuang, BC Kuo, and HP Wang, 'Fuzzy fusion method for combining small number of classifiers in hyperspectral image classification', International Conference Intelligent Systems Design and Applications, pp. 327-332, Kaohsiung, Taiwan, 26-28 Nov., 2008.

Patents

  1. 林進燈、柯立偉、莊鈞翔、梁偉剛,「瞌睡壓力偵測裝置及其方法」,中華民國專利104130665
  2. 林進燈、莊鈞翔、謝艾希,「自適性生理反應之參數預測方法及其預測裝置」,中華民國專利104126847
  3. 林進燈、莊鈞翔、呂紹瑋、曹澤宏,「偏頭痛發作預測系統之建立及預測方法偏頭痛發作預測系統之建立及預測方法」,中華民國專利105102802


Journal Profile

Index (SCI/SCIE/...)

Profile; Impact Factor; Rank

Convert table to html code

Journals

Scientific Reports

NeuroImage

International Journal of Neural Systems

Frontiers in Human Neuroscience

Frontiers in Neuroscience

Brain Research

YoP

16'

14'

16', 16'

15'

18'

18'

IF

4.259

5.835

6.333

3.209

3.566

2.746

Rank

10/64

6/127

7/133

17/77

83/259

134/259

Index

SCI, SCIE

SCI, SCIE

SCIE

SCIE

SCIE

SCI, SCIE

Journal of Neural Engineering

Knowledge-Based Systems

IEEE Trans on Neural Networks & Learning Systems

IEEE Trans on Fuzzy Systems

IEEE Trans on Neural Systems & Rehabilitation Engineering

IEEE Trans on Biomedical Circuits & Systems

IEEE Trans on Circuits and Systems I-Regular papers

IEEE Trans on Geoscience and Remote Sensing

IEEE Trans on Knowledge & Data Engineering

Journal of Healthcare Engineering

13'

15'

16'

17'

14', 16'

14'

12'

10'

18'

18'

3.465

4.529

6.108

7.671

3.410

2.937

2.407

4.942

3.438

2.746

14/77

16/133

3/104

4/133

4/65

63/262

93/262

4/84

21/146

80/90

SCIE

SCI, SCIE

SCI, SCIE

SCI, SCIE

SCIE

SCIE

SCI, SCIE

SCI, SCIE

SCI, SCIE

SCIE

IEEE Access

Cephalalgia

Journal of Headache & Pain

17'

17'

17'

3.244

3.609

3.580

27/146

45/194

48/194

SCIE

SCI/SCIE

SCIE