Graduate School

  • Korea, Republic of

Research Output

Filter
Conference contribution
2020

3D CNN based Multilevel Feature Fusion for Workload Estimation

Kwak, Y., Song, W. J., Min, B. K. & Kim, S. E., 2020 Feb, 8th International Winter Conference on Brain-Computer Interface, BCI 2020. Institute of Electrical and Electronics Engineers Inc., 9061639. (8th International Winter Conference on Brain-Computer Interface, BCI 2020).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

6-Month Infant Brain Mri Segmentation Guided by 24-Month Data Using Cycle-Consistent Adversarial Networks

Bui, T. D., Wang, L., Lin, W., Li, G. & Shen, D., 2020 Apr, ISBI 2020 - 2020 IEEE International Symposium on Biomedical Imaging. IEEE Computer Society, p. 359-362 4 p. 9098515. (Proceedings - International Symposium on Biomedical Imaging; vol. 2020-April).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

7T Guided 3T Brain Tissue Segmentation Using Cascaded Nested Network

Wei, J., Bui, D. T., Wu, Z., Wang, L., Xia, Y., Li, G. & Shen, D., 2020 Apr, ISBI 2020 - 2020 IEEE International Symposium on Biomedical Imaging. IEEE Computer Society, p. 140-143 4 p. 9098617. (Proceedings - International Symposium on Biomedical Imaging; vol. 2020-April).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

A drug-induced liver injury prediction model using transcriptional response data with graph neural network

Hwang, D., Jeon, M. & Kang, J., 2020 Feb, Proceedings - 2020 IEEE International Conference on Big Data and Smart Computing, BigComp 2020. Lee, W., Chen, L., Moon, Y-S., Bourgeois, J., Bennis, M., Li, Y-F., Ha, Y-G., Kwon, H-Y. & Cuzzocrea, A. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 323-329 7 p. 9070697. (Proceedings - 2020 IEEE International Conference on Big Data and Smart Computing, BigComp 2020).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

A Novel Approach to Classify Natural Grasp Actions by Estimating Muscle Activity Patterns from EEG Signals

Cho, J. H., Jeong, J. R., Kim, D. J. & Lee, S. W., 2020 Feb, 8th International Winter Conference on Brain-Computer Interface, BCI 2020. Institute of Electrical and Electronics Engineers Inc., 9061627. (8th International Winter Conference on Brain-Computer Interface, BCI 2020).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

A Novel Framework for Visual Motion Imagery Classification Using 3D Virtual BCI Platform

Kwon, B. H., Jeong, J. H. & Kim, D. J., 2020 Feb, 8th International Winter Conference on Brain-Computer Interface, BCI 2020. Institute of Electrical and Electronics Engineers Inc., 9061621. (8th International Winter Conference on Brain-Computer Interface, BCI 2020).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Classification of Upper Limb Movements Using Convolutional Neural Network with 3D Inception Block

Lee, D. Y., Jeong, J. H., Shim, K. H. & Kim, D. J., 2020 Feb, 8th International Winter Conference on Brain-Computer Interface, BCI 2020. Institute of Electrical and Electronics Engineers Inc., 9061671. (8th International Winter Conference on Brain-Computer Interface, BCI 2020).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Comparative Analysis of NIRS-EEG Motor Imagery Data Using Features from Spatial, Spectral and Temporal Domain

Kim, H. J., Wang, I. N., Kim, Y. T., Kim, H. & Kim, D. J., 2020 Feb, 8th International Winter Conference on Brain-Computer Interface, BCI 2020. Institute of Electrical and Electronics Engineers Inc., 9061636. (8th International Winter Conference on Brain-Computer Interface, BCI 2020).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Detection of Pilot’s Drowsiness Based on Multimodal Convolutional Bidirectional LSTM Network

Yu, B. W., Jeong, J. H., Lee, D. H. & Lee, S. W., 2020 Jan 1, Pattern Recognition - 5th Asian Conference, ACPR 2019, Revised Selected Papers. Palaiahnakote, S., Sanniti di Baja, G., Wang, L. & Yan, W. Q. (eds.). Springer, p. 530-543 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12047 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

EEG Representations of Spatial and Temporal Features in Imagined Speech and Overt Speech

Lee, S. H., Lee, M. & Lee, S. W., 2020 Jan 1, Pattern Recognition - 5th Asian Conference, ACPR 2019, Revised Selected Papers. Palaiahnakote, S., Sanniti di Baja, G., Wang, L. & Yan, W. Q. (eds.). Springer, p. 387-400 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12047 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Highly Stretchable Microelectrode Array for Free-form 3D Neuronal Tissue

Shim, C., Jo, Y., Cha, H. K., Kim, M. K., Kim, H., Kook, G., Kim, K., Son, G. H. & Lee, H. J., 2020 Jan, 33rd IEEE International Conference on Micro Electro Mechanical Systems, MEMS 2020. Institute of Electrical and Electronics Engineers Inc., p. 380-383 4 p. 9056250. (Proceedings of the IEEE International Conference on Micro Electro Mechanical Systems (MEMS); vol. 2020-January).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Importance of Reliable EEG Data in Motor Imagery Classification: Attention Level-based Approach

Lee, S., Kim, Y. T., Hwang, S. O., Kim, H. & Kim, D. J., 2020 Feb, 8th International Winter Conference on Brain-Computer Interface, BCI 2020. Institute of Electrical and Electronics Engineers Inc., 9061647. (8th International Winter Conference on Brain-Computer Interface, BCI 2020).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Motor Imagery Classification of Single-Arm Tasks Using Convolutional Neural Network based on Feature Refining

Lee, B. H., Jeong, J. H., Shim, K. H. & Kim, D. J., 2020 Feb, 8th International Winter Conference on Brain-Computer Interface, BCI 2020. Institute of Electrical and Electronics Engineers Inc., 9061632. (8th International Winter Conference on Brain-Computer Interface, BCI 2020).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Personalizing large-scale text classification by modeling individual differences

Lee, J., Choi, B. J., Kim, Y., Kim, K. M., Ryu, W. J. & Lee, S., 2020 Mar 30, 35th Annual ACM Symposium on Applied Computing, SAC 2020. Association for Computing Machinery, p. 900-902 3 p. (Proceedings of the ACM Symposium on Applied Computing).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access

Pre-trained Language Model for Biomedical Question Answering

Yoon, W., Lee, J., Kim, D., Jeong, M. & Kang, J., 2020 Jan 1, Machine Learning and Knowledge Discovery in Databases - International Workshops of ECML PKDD 2019, Proceedings. Cellier, P. & Driessens, K. (eds.). Springer, p. 727-740 14 p. (Communications in Computer and Information Science; vol. 1168 CCIS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Ranking paragraphs foriImproving answer recall in open-domain Question Answering

Lee, J., Yun, S., Kim, H., Ko, M. & Kang, J., 2020 Jan 1, Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, EMNLP 2018. Riloff, E., Chiang, D., Hockenmaier, J. & Tsujii, J. (eds.). Association for Computational Linguistics, p. 565-569 5 p. (Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, EMNLP 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

9 Citations (Scopus)

Real-time integrated human activity recognition system based on multimodal user understanding

Choi, J. H., Kim, K., Park, T., Yun, J., Lee, J. H., Kim, S., Shim, H. & Lee, J. S., 2020 Mar 17, Proceedings of the 25th International Conference on Intelligent User Interfaces Companion. IUI 2020. Association for Computing Machinery, p. 89-90 2 p. (International Conference on Intelligent User Interfaces, Proceedings IUI).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access

VIGNet: A Deep Convolutional Neural Network for EEG-based Driver Vigilance Estimation

Ko, W., Oh, K., Jeon, E. & Suk, H. I., 2020 Feb, 8th International Winter Conference on Brain-Computer Interface, BCI 2020. Institute of Electrical and Electronics Engineers Inc., 9061668. (8th International Winter Conference on Brain-Computer Interface, BCI 2020).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2019

A Comprehensive Analysis of Alcoholic EEG Signals with Detrend Fluctuation Analysis and Post Classifiers

Prabhakar, S. K., Rajaguru, H. & Lee, S. W., 2019 Feb 1, 7th International Winter Conference on Brain-Computer Interface, BCI 2019. Institute of Electrical and Electronics Engineers Inc., 8737328. (7th International Winter Conference on Brain-Computer Interface, BCI 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

An online top-down SSVEP-BMI for augmented reality

Kim, J. W., Kim, M. N., Kang, D. H., Ahn, M. H., Kim, H. S. & Min, B-K., 2019 Feb 1, 7th International Winter Conference on Brain-Computer Interface, BCI 2019. Institute of Electrical and Electronics Engineers Inc., 8737348. (7th International Winter Conference on Brain-Computer Interface, BCI 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

A robust matching network for gradually estimating geometric transformation on remote sensing imagery

Kim, D. G., Nam, W. J. & Lee, S. W., 2019 Oct, 2019 IEEE International Conference on Systems, Man and Cybernetics, SMC 2019. Institute of Electrical and Electronics Engineers Inc., p. 3889-3894 6 p. 8913881. (Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics; vol. 2019-October).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Assistive robotic arm control based on brain-machine interface with vision guidance using convolution neural network

Shim, K. H., Jeong, J. H., Kwon, B. H., Lee, B. H. & Lee, S. W., 2019 Oct, 2019 IEEE International Conference on Systems, Man and Cybernetics, SMC 2019. Institute of Electrical and Electronics Engineers Inc., p. 2785-2790 6 p. 8914058. (Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics; vol. 2019-October).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

Asymmetry Spectrum Imaging for Baby Diffusion Tractography

and the UNC/UMN Baby Connectome Project Consortium, 2019 Jan 1, Information Processing in Medical Imaging - 26th International Conference, IPMI 2019, Proceedings. Bao, S., Chung, A. C. S., Gee, J. C. & Yushkevich, P. A. (eds.). Springer Verlag, p. 319-331 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11492 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

Black-box decision based adversarial attack with symmetric α-stable distribution

Srinivasan, V., Kuruoglu, E. E., Müller, K. R., Samek, W. & Nakajima, S., 2019 Sep, EUSIPCO 2019 - 27th European Signal Processing Conference. European Signal Processing Conference, EUSIPCO, (European Signal Processing Conference; vol. 2019-September).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Causal connectivity according to conscious experience in non-rapid eye movement sleep

Lee, M., Baird, B., Gosseries, O., Nieminen, J. O., Boly, M., Tononi, G. & Lee, S. W., 2019 Oct, 2019 IEEE International Conference on Systems, Man and Cybernetics, SMC 2019. Institute of Electrical and Electronics Engineers Inc., p. 2133-2138 6 p. 8914541. (Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics; vol. 2019-October).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Changes in Fatigue and EEG Amplitude during a Longtime Use of Brain-Computer Interface

Seo, S. P., Lee, M. H., Williamson, J. & Lee, S. W., 2019 Feb 1, 7th International Winter Conference on Brain-Computer Interface, BCI 2019. Institute of Electrical and Electronics Engineers Inc., 8737306. (7th International Winter Conference on Brain-Computer Interface, BCI 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Citations (Scopus)

Classification of Hand Motions within EEG Signals for Non-Invasive BCI-Based Robot Hand Control

Cho, J. H., Jeong, J. H., Shim, K. H., Kim, D. J. & Lee, S. W., 2019 Jan 16, Proceedings - 2018 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2018. Institute of Electrical and Electronics Engineers Inc., p. 515-518 4 p. 8616092. (Proceedings - 2018 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

6 Citations (Scopus)

Classification of the motion artifacts in near-infrared spectroscopy based on wavelet statistical feature

Lee, S. B., Kim, H., Lee, S., Kim, H. J., Lee, S. W. & Kim, D. J., 2019 Oct, 2019 IEEE International Conference on Systems, Man and Cybernetics, SMC 2019. Institute of Electrical and Electronics Engineers Inc., p. 2144-2148 5 p. 8914331. (Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics; vol. 2019-October).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

Decoding of Multi-directional Reaching Movements for EEG-Based Robot Arm Control

Jeong, J. H., Kim, K. T., Kim, D. J. & Lee, S. W., 2019 Jan 16, Proceedings - 2018 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2018. Institute of Electrical and Electronics Engineers Inc., p. 511-514 4 p. 8616091. (Proceedings - 2018 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

5 Citations (Scopus)

Deep Transfer Learning for Whole-Brain FMRI Analyses

Thomas, A. W., Müller, K. R. & Samek, W., 2019 Jan 1, OR 2.0 Context-Aware Operating Theaters and Machine Learning in Clinical Neuroimaging - 2nd International Workshop, OR 2.0 2019, and 2nd International Workshop, MLCN 2019, Held in Conjunction with MICCAI 2019, Proceedings. Zhou, L., Sarikaya, D., Kia, S. M., Speidel, S., Malpani, A., Hashimoto, D., Habes, M., Löfstedt, T., Ritter, K. & Wang, H. (eds.). Springer, p. 59-67 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11796 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

Demo – Mechat: In-device conversational photo sharing service

Lee, J., Ryu, W. J., Ahn, Y., Lee, S. E., Kim, K. M., Park, J. H. & Lee, S-G., 2019 Jun 12, MobiSys 2019 - Proceedings of the 17th Annual International Conference on Mobile Systems, Applications, and Services. Association for Computing Machinery, Inc, p. 655-656 2 p. (MobiSys 2019 - Proceedings of the 17th Annual International Conference on Mobile Systems, Applications, and Services).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access

Domain Adaptation with Source Selection for Motor-Imagery based BCI

Jeon, E., Ko, W. & Suk, H-I., 2019 Feb 1, 7th International Winter Conference on Brain-Computer Interface, BCI 2019. Institute of Electrical and Electronics Engineers Inc., 8737340. (7th International Winter Conference on Brain-Computer Interface, BCI 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

EEG representation in deep convolutional neural networks for classification of motor imagery

Robinson, N., Lee, S. W. & Guan, C., 2019 Oct, 2019 IEEE International Conference on Systems, Man and Cybernetics, SMC 2019. Institute of Electrical and Electronics Engineers Inc., p. 1322-1326 5 p. 8914184. (Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics; vol. 2019-October).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Experimental Evaluation of a 2-DoF Haptic Shared Control System Based on Pilot Intent Estimation

D'Intino, G., Arenella, A., Olivari, M., Bulthoff, H. & Pollini, L., 2019 Jan 16, Proceedings - 2018 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2018. Institute of Electrical and Electronics Engineers Inc., p. 3225-3230 6 p. 8616543. (Proceedings - 2018 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Citations (Scopus)

Explainable Deep Learning for Analysing Brain Data

Muller, K., 2019 Feb 1, 7th International Winter Conference on Brain-Computer Interface, BCI 2019. Institute of Electrical and Electronics Engineers Inc., 8737321. (7th International Winter Conference on Brain-Computer Interface, BCI 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Exploring the Number of Repetitions in Trials for the Performance Convergence of Classification in Motor Imagery Task with Hand-Grasping

Kim, Y. T., Lee, S. B., Kim, H., Jeong, J. H., Lee, S. W. & Kim, D-J., 2019 Feb 1, 7th International Winter Conference on Brain-Computer Interface, BCI 2019. Institute of Electrical and Electronics Engineers Inc., 8737308. (7th International Winter Conference on Brain-Computer Interface, BCI 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

Fingertip Interaction Metrics Correlate with Visual and Haptic Perception of Real Surfaces

Vardar, Y., Wallraven, C. & Kuchenbecker, K. J., 2019 Jul, 2019 IEEE World Haptics Conference, WHC 2019. Institute of Electrical and Electronics Engineers Inc., p. 395-400 6 p. 8816095. (2019 IEEE World Haptics Conference, WHC 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Citations (Scopus)

From small-scale to large-scale text classification

Kim, K. M., Kim, Y., Lee, J., Lee, J. M. & Lee, S-G., 2019 May 13, The Web Conference 2019 - Proceedings of the World Wide Web Conference, WWW 2019. Association for Computing Machinery, Inc, p. 853-862 10 p. (The Web Conference 2019 - Proceedings of the World Wide Web Conference, WWW 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

From Text Classification to Keyphrase Extraction for Short Text

Lee, S. E., Kim, K. M., Ryu, W. J., Park, J. & Lee, S., 2019 Dec, Proceedings - 2019 IEEE International Conference on Big Data, Big Data 2019. Baru, C., Huan, J., Khan, L., Hu, X. T., Ak, R., Tian, Y., Barga, R., Zaniolo, C., Lee, K. & Ye, Y. F. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1137-1142 6 p. 9006409. (Proceedings - 2019 IEEE International Conference on Big Data, Big Data 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Graph Theoretical Analysis of Cortical Networks based on Conscious Experience

Lee, M., Baird, B., Gosseries, O., Nieminen, J. O., Boly, M., Tononi, G. & Lee, S. W., 2019 Jul, 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2019. Institute of Electrical and Electronics Engineers Inc., p. 3373-3376 4 p. 8857648. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

High-throughput activator sequence selection for silver nanocluster beacons

Kuo, Y. A., Jung, C., Chen, Y. A., Rybarski, J. R., Nguyen, T. D., Chen, Y. A., Kuo, H. C., Zhao, O. S., Madrid, V. A., Chen, Y. I., Liu, Y. L., Hawkins, J. A., Petty, J. T., Finkelstein, I. J. & Yeh, H. C., 2019 Jan 1, Reporters, Markers, Dyes, Nanoparticles, and Molecular Probes for Biomedical Applications XI. Achilefu, S. & Raghavachari, R. (eds.). SPIE, 108930G. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 10893).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Interpreting undesirable pixels for image classification on black-box models

Kang, S. H., Jung, H. G. & Lee, S. W., 2019 Oct, Proceedings - 2019 International Conference on Computer Vision Workshop, ICCVW 2019. Institute of Electrical and Electronics Engineers Inc., p. 4250-4254 5 p. 9022619. (Proceedings - 2019 International Conference on Computer Vision Workshop, ICCVW 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Kitchenette: Predicting and ranking food ingredient pairings using siamese neural networks

Park, D., Kim, K., Park, Y., Shin, J. & Kang, J., 2019 Jan 1, Proceedings of the 28th International Joint Conference on Artificial Intelligence, IJCAI 2019. Kraus, S. (ed.). International Joint Conferences on Artificial Intelligence, p. 5930-5936 7 p. (IJCAI International Joint Conference on Artificial Intelligence; vol. 2019-August).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Mecurate: Personalized curation service using a tiny text intelligence

Ryu, W. J., Lee, J. H., Kim, K. M. & Lee, S-G., 2019 Jan 1, 26th International World Wide Web Conference 2017, WWW 2017 Companion. International World Wide Web Conferences Steering Committee, p. 269-272 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

7 Citations (Scopus)

Multi-task learning for neonatal brain segmentation using 3d dense-unet with dense attention guided by geodesic distance

Bui, T. D., Wang, L., Chen, J., Lin, W., Li, G. & Shen, D., 2019 Jan 1, Domain Adaptation and Representation Transfer and Medical Image Learning with Less Labels and Imperfect Data First MICCAI Workshop, DART 2019 and First International Workshop, MIL3ID 2019 Shenzhen, Held in Conjunction with MICCAI 2019 Shenzhen, 2019 Proceedings. Wang, Q., Milletari, F., Rieke, N., Nguyen, H. V., Roysam, B., Albarqouni, S., Cardoso, M. J., Xu, Z., Kamnitsas, K., Patel, V., Jiang, S., Zhou, K., Luu, K. & Le, N. (eds.). Springer, p. 243-251 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11795 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Predicting multiple demographic attributes with task specific embedding transformation and attention network

Kim, R., Kim, H., Lee, J. & Kang, J., 2019 Jan 1, SIAM International Conference on Data Mining, SDM 2019. Society for Industrial and Applied Mathematics Publications, p. 765-773 9 p. (SIAM International Conference on Data Mining, SDM 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Recognition of Pilot's Cognitive States based on Combination of Physiological Signals

Han, S. Y., Kim, J. W. & Lee, S. W., 2019 Feb 1, 7th International Winter Conference on Brain-Computer Interface, BCI 2019. Institute of Electrical and Electronics Engineers Inc., 8737317. (7th International Winter Conference on Brain-Computer Interface, BCI 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Citations (Scopus)

Reconstructing Degree of Forearm Rotation from Imagined movements for BCI-based Robot Hand Control

Yun, Y. D., Jeong, J. H., Cho, J. H., Kim, D. J. & Lee, S. W., 2019 Jul, 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2019. Institute of Electrical and Electronics Engineers Inc., p. 3014-3017 4 p. 8857674. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Recurrent convolutional neural network model based on temporal and spatial feature for motor imagery classification

Lee, S. B., Kim, H., Jeong, J. H., Wang, I. N., Lee, S. W. & Kim, D-J., 2019 Feb 1, 7th International Winter Conference on Brain-Computer Interface, BCI 2019. Institute of Electrical and Electronics Engineers Inc., 8737350. (7th International Winter Conference on Brain-Computer Interface, BCI 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Citations (Scopus)

Reduced burden of individual calibration process in brain-computer interface by clustering the subjects based on brain activation

Kim, Y. T., Lee, S., Kim, H., Lee, S. B., Lee, S. W. & Kim, D. J., 2019 Oct, 2019 IEEE International Conference on Systems, Man and Cybernetics, SMC 2019. Institute of Electrical and Electronics Engineers Inc., p. 2139-2143 5 p. 8914176. (Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics; vol. 2019-October).

Research output: Chapter in Book/Report/Conference proceedingConference contribution