Graduate School

  • Korea, Republic of

Research Output

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Conference 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

Adaptive Thresholding of Functional Connectivity Networks for fMRI-Based Brain Disease Analysis

Wang, Z., Jie, B., Bian, W., Zhang, D., Shen, D. & Liu, M., 2019 Jan 1, Graph Learning in Medical Imaging - 1st International Workshop, GLMI 2019, held in Conjunction with MICCAI 2019, Proceedings. Zhang, D., Zhou, L., Jie, B. & Liu, M. (eds.). Springer, p. 18-26 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11849 LNCS).

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

A Longitudinal MRI Study of Amygdala and Hippocampal Subfields for Infants with Risk of Autism

Li, G., Chen, M. H., Li, G., Wu, D., Lian, C., Sun, Q., Shen, D. & Wang, L., 2019 Jan 1, Graph Learning in Medical Imaging - 1st International Workshop, GLMI 2019, held in Conjunction with MICCAI 2019, Proceedings. Zhang, D., Zhou, L., Jie, B. & Liu, M. (eds.). Springer, p. 164-171 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11849 LNCS).

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

A Neural Network Model of Spatial Distortion Sensitivity for Video Quality Estimation

Becker, S., Muller, K. R., Wiegand, T. & Bosse, S., 2019 Oct, 2019 IEEE 29th International Workshop on Machine Learning for Signal Processing, MLSP 2019. IEEE Computer Society, 8918899. (IEEE International Workshop on Machine Learning for Signal Processing, MLSP; vol. 2019-October).

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

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)

Automatic Detection of Craniomaxillofacial Anatomical Landmarks on CBCT Images Using 3D Mask R-CNN

Lang, Y., Wang, L., Yap, P. T., Lian, C., Deng, H., Thung, K. H., Xiao, D., Yuan, P., Shen, S. G. F., Gateno, J., Kuang, T., Alfi, D. M., Xia, J. J. & Shen, D., 2019 Jan 1, Graph Learning in Medical Imaging - 1st International Workshop, GLMI 2019, held in Conjunction with MICCAI 2019, Proceedings. Zhang, D., Zhou, L., Jie, B. & Liu, M. (eds.). Springer, p. 130-137 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11849 LNCS).

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

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

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

1 Citation (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

2 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

CNS: CycleGAN-Assisted Neonatal Segmentation Model for Cross-Datasets

Chen, J., Fang, Z., Xiao, D., Bui, D. T., Thung, K. H., Li, X., Yang, J., Lin, W., Li, G., Shen, D. & Wang, L., 2019 Jan 1, Graph Learning in Medical Imaging - 1st International Workshop, GLMI 2019, held in Conjunction with MICCAI 2019, Proceedings. Zhang, D., Zhou, L., Jie, B. & Liu, M. (eds.). Springer, p. 172-179 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11849 LNCS).

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

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

2 Citations (Scopus)

DeepBundle: Fiber Bundle Parcellation with Graph Convolution Neural Networks

Liu, F., Feng, J., Chen, G., Wu, Y., Hong, Y., Yap, P. T. & Shen, D., 2019 Jan 1, Graph Learning in Medical Imaging - 1st International Workshop, GLMI 2019, held in Conjunction with MICCAI 2019, Proceedings. Zhang, D., Zhou, L., Jie, B. & Liu, M. (eds.). Springer, p. 88-95 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11849 LNCS).

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

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

Discriminative-Region-Aware Residual Network for Adolescent Brain Structure and Cognitive Development Analysis

Pan, Y., Liu, M., Wang, L., Xia, Y. & Shen, D., 2019 Jan 1, Graph Learning in Medical Imaging - 1st International Workshop, GLMI 2019, held in Conjunction with MICCAI 2019, Proceedings. Zhang, D., Zhou, L., Jie, B. & Liu, M. (eds.). Springer, p. 138-146 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11849 LNCS).

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

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

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

1 Citation (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

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

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)

Graph-Kernel-Based Multi-task Structured Feature Selection on Multi-level Functional Connectivity Networks for Brain Disease Classification

Wang, Z., Jie, B., Wang, M., Feng, C., Zhou, W., Shen, D. & Liu, M., 2019 Jan 1, Graph Learning in Medical Imaging - 1st International Workshop, GLMI 2019, held in Conjunction with MICCAI 2019, Proceedings. Zhang, D., Zhou, L., Jie, B. & Liu, M. (eds.). Springer, p. 27-35 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11849 LNCS).

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

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

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)

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

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

Rotation Invariant Clustering of 3D Cell Nuclei Shapes

Wagner, P., Morath, J. P., Zychlinsky, A., Muller, K. R. & Samek, 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. 6022-6027 6 p. 8856734. (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

Sain: Self-attentive integration network for recommendation

Yun, S., Kim, R., Ko, M. & Kang, J., 2019 Jul 18, SIGIR 2019 - Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval. Association for Computing Machinery, Inc, p. 1205-1208 4 p. (SIGIR 2019 - Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval).

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

1 Citation (Scopus)

Self-attention graph pooling

Lee, J., Lee, I. & Kang, J., 2019 Jan 1, 36th International Conference on Machine Learning, ICML 2019. International Machine Learning Society (IMLS), p. 6661-6670 10 p. (36th International Conference on Machine Learning, ICML 2019; vol. 2019-June).

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

Semi-Supervised Deep Adversarial Learning for Brain-Computer Interface

Ko, W., Jeon, E., Lee, J. & Suk, H-I., 2019 Feb 1, 7th International Winter Conference on Brain-Computer Interface, BCI 2019. Institute of Electrical and Electronics Engineers Inc., 8737345. (7th International Winter Conference on Brain-Computer Interface, BCI 2019).

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

1 Citation (Scopus)

Stochastic Imputation and Uncertainty-Aware Attention to EHR for Mortality Prediction

Jun, E., Mulyadi, A. W. & Suk, H. I., 2019 Jul, 2019 International Joint Conference on Neural Networks, IJCNN 2019. Institute of Electrical and Electronics Engineers Inc., 8852132. (Proceedings of the International Joint Conference on Neural Networks; vol. 2019-July).

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

Synergistic effects of functional additives on the physico-mechanical and biological properties of poly(L-lactic acid) composites for cardiovascular implant applications

Kang, E. Y., Choi, B., Park, W., Kim, I. H. & Han, D. K., 2019 Jan 1, Society for Biomaterials Annual Meeting and Exposition 2019: The Pinnacle of Biomaterials Innovation and Excellence - Transactions of the 42nd Annual Meeting. Society for Biomaterials, 1 p. (Transactions of the Annual Meeting of the Society for Biomaterials and the Annual International Biomaterials Symposium; vol. 40).

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

The Effect of a Binaural Beat Combined with Autonomous Sensory Meridian Response Triggers on Brainwave Entrainment

Song, C. B., Kwak, N. S., Lee, M. & Lee, S. W., 2019 Feb 1, 7th International Winter Conference on Brain-Computer Interface, BCI 2019. Institute of Electrical and Electronics Engineers Inc., 8737329. (7th International Winter Conference on Brain-Computer Interface, BCI 2019).

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

The Effect of Neurofeedback Training in Virtual and Real Environments based on BCI

Han, D. K., 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., 8737323. (7th International Winter Conference on Brain-Computer Interface, BCI 2019).

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

1 Citation (Scopus)

Towards the Development of Bidirectional Peripheral Nerve Interface for Long-term Implantation

Park, H. D., Choi, W., Jung, W., Kim, O., Chu, J. U., Son, D., Park, J. W. & Kim, J., 2019 Jan 14, 2018 IEEE International Conference on Cyborg and Bionic Systems, CBS 2018. Institute of Electrical and Electronics Engineers Inc., p. 181-184 4 p. 8612286. (2018 IEEE International Conference on Cyborg and Bionic Systems, CBS 2018).

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

1 Citation (Scopus)

Triplet Graph Convolutional Network for Multi-scale Analysis of Functional Connectivity Using Functional MRI

Yao, D., Liu, M., Wang, M., Lian, C., Wei, J., Sun, L., Sui, J. & Shen, D., 2019 Jan 1, Graph Learning in Medical Imaging - 1st International Workshop, GLMI 2019, held in Conjunction with MICCAI 2019, Proceedings. Zhang, D., Zhou, L., Jie, B. & Liu, M. (eds.). Springer, p. 70-78 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11849 LNCS).

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

Unified modeling of imputation, forecasting, and prediction for AD progression

Jung, W., Mulyadi, A. W. & Suk, H. I., 2019 Jan 1, Medical Image Computing and Computer Assisted Intervention – MICCAI 2019 - 22nd International Conference, Proceedings. Shen, D., Yap, P-T., Liu, T., Peters, T. M., Khan, A., Staib, L. H., Essert, C. & Zhou, S. (eds.). Springer, p. 168-176 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11767 LNCS).

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

2018

3D convolutional neural network for feature extraction and classification of fMRI volumes

Vu, H., Kim, H. C. & Lee, J-H., 2018 Jul 31, 2018 International Workshop on Pattern Recognition in Neuroimaging, PRNI 2018. Institute of Electrical and Electronics Engineers Inc., 8423964

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

1 Citation (Scopus)

A Compton camera using a single 3D positionsensitive LYSO scintillator

Lee, H., Lee, T. & Lee, W. H., 2018 Nov 12, 2017 IEEE Nuclear Science Symposium and Medical Imaging Conference, NSS/MIC 2017 - Conference Proceedings. Institute of Electrical and Electronics Engineers Inc., 8532972

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

A hierarchical classification strategy for robust detection of passive/active mental state using user-voluntary pitch imagery task

Kee, Y. J., Lee, M. H., Williamson, J. & Lee, S. W., 2018 Dec 13, Proceedings - 4th Asian Conference on Pattern Recognition, ACPR 2017. Institute of Electrical and Electronics Engineers Inc., p. 876-881 6 p. 8575943

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

An adaptive convolutional neural network framework for multi-user myoelectric interfaces

Kim, K. T., Park, K. H. & Lee, S. W., 2018 Dec 13, Proceedings - 4th Asian Conference on Pattern Recognition, ACPR 2017. Institute of Electrical and Electronics Engineers Inc., p. 793-798 6 p. 8575923

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

Applying deep-learning to a top-down SSVEP BMI

Ahn, M. H. & Min, B-K., 2018 Mar 9, 2018 6th International Conference on Brain-Computer Interface, BCI 2018. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-January. p. 1-3 3 p.

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

2 Citations (Scopus)

A Self-contained Teleoperated Quadrotor: On-Board State-Estimation and Indoor Obstacle Avoidance

Odelga, M., Stegagno, P., Kochanek, N. & Bulthoff, H., 2018 Sep 10, 2018 IEEE International Conference on Robotics and Automation, ICRA 2018. Institute of Electrical and Electronics Engineers Inc., p. 7840-7847 8 p. 8463185. (Proceedings - IEEE International Conference on Robotics and Automation).

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

1 Citation (Scopus)

A Unified Approach to Word Sense Representation and Disambiguation

Lee, D. M., Kim, Y., Lee, J. M. & Lee, S-G., 2018 Oct 4, Proceedings of 2018 IEEE 17th International Conference on Cognitive Informatics and Cognitive Computing, ICCI*CC 2018. Howard, N., Kwong, S., Wang, Y., Feldman, J., Widrow, B. & Sheu, P. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 330-336 7 p. 8482041

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