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  • 2018

    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., 2018 Jul 2, 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 proceeding › Conference contribution

    46 Citations (Scopus)

  • Classification of motor imagery for Ear-EEG based brain-computer interface

    Kim, Y. J., Kwak, N. S. & Lee, S. W., 2018 Mar 9, 2018 6th International Conference on Brain-Computer Interface, BCI 2018. Institute of Electrical and Electronics Engineers Inc., p. 1-2 2 p. (2018 6th International Conference on Brain-Computer Interface, BCI 2018; vol. 2018-January).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    20 Citations (Scopus)

  • Combining Dual Word Embeddings with Open Directory Project Based Text Classification

    Aliyeva, D., Kim, K. M., Choi, B. J. & 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. 179-186 8 p. 8482044. (Proceedings of 2018 IEEE 17th International Conference on Cognitive Informatics and Cognitive Computing, ICCI*CC 2018).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    1 Citation (Scopus)

  • Construction of spatiotemporal infant cortical surface atlas of rhesus macaque

    Wang, F., Lian, C., Xia, J., Wu, Z., Duan, D., Wang, L., Shen, D. & Li, G., 2018 May 23, 2018 IEEE 15th International Symposium on Biomedical Imaging, ISBI 2018. IEEE Computer Society, p. 704-707 4 p. (Proceedings - International Symposium on Biomedical Imaging; vol. 2018-April).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    12 Citations (Scopus)

  • Construction of spatiotemporal neonatal cortical surface atlases using a large-scale dataset

    Wu, Z., Li, G., Wang, L., Lin, W., Gilmore, J. H. & Shen, D., 2018 May 23, 2018 IEEE 15th International Symposium on Biomedical Imaging, ISBI 2018. IEEE Computer Society, p. 1056-1059 4 p. (Proceedings - International Symposium on Biomedical Imaging; vol. 2018-April).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    7 Citations (Scopus)

  • Content-aware hierarchical point-of-interest embedding model for successive POI recommendation

    Chang, B., Park, Y., Park, D., Kim, S. & Kang, J., 2018, Proceedings of the 27th International Joint Conference on Artificial Intelligence, IJCAI 2018. Lang, J. (ed.). International Joint Conferences on Artificial Intelligence, p. 3301-3307 7 p. (IJCAI International Joint Conference on Artificial Intelligence; vol. 2018-July).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    158 Citations (Scopus)

  • Craniomaxillofacial Bony Structures Segmentation from MRI with Deep-Supervision Adversarial Learning

    Zhao, M., Wang, L., Chen, J., Nie, D., Cong, Y., Ahmad, S., Ho, A., Yuan, P., Fung, S. H., Deng, H. H., Xia, J. & Shen, D., 2018, Medical Image Computing and Computer Assisted Intervention – MICCAI 2018 - 21st International Conference, 2018, Proceedings. Frangi, A. F., Fichtinger, G., Schnabel, J. A., Alberola-López, C. & Davatzikos, C. (eds.). Springer Verlag, p. 720-727 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11073 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    39 Citations (Scopus)

  • Curly: An AI-based curling robot successfully competing in the Olympic discipline of curling

    Won, D. O., Kim, B. D., Kim, H. J., Eom, T. S., Müller, K. R. & Lee, S. W., 2018, Proceedings of the 27th International Joint Conference on Artificial Intelligence, IJCAI 2018. Lang, J. (ed.). International Joint Conferences on Artificial Intelligence, p. 5883-5885 3 p. (IJCAI International Joint Conference on Artificial Intelligence; vol. 2018-July).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    6 Citations (Scopus)

  • Decoding of human memory formation with EEG signals using convolutional networks

    Kang, T., Chen, Y., Fazli, S. & Wallraven, C., 2018 Mar 9, 2018 6th International Conference on Brain-Computer Interface, BCI 2018. Institute of Electrical and Electronics Engineers Inc., p. 1-5 5 p. (2018 6th International Conference on Brain-Computer Interface, BCI 2018; vol. 2018-January).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    2 Citations (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., 2018 Jul 2, 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 proceeding › Conference contribution

    20 Citations (Scopus)

  • Deep chronnectome learning via full bidirectional long short-term memory networks for MCI diagnosis

    Yan, W., Zhang, H., Sui, J. & Shen, D., 2018, Medical Image Computing and Computer Assisted Intervention – MICCAI 2018 - 21st International Conference, 2018, Proceedings. Frangi, A. F., Davatzikos, C., Fichtinger, G., Alberola-López, C. & Schnabel, J. A. (eds.). Springer Verlag, p. 249-257 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11072 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    35 Citations (Scopus)

  • Deep learning based inter-modality image registration supervised by intra-modality similarity

    Cao, X., Yang, J., Wang, L., Xue, Z., Wang, Q. & Shen, D., 2018, Machine Learning in Medical Imaging - 9th International Workshop, MLMI 2018, Held in Conjunction with MICCAI 2018, Proceedings. Liu, M., Suk, H.-I. & Shi, Y. (eds.). Springer Verlag, p. 55-63 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11046 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    71 Citations (Scopus)

  • Deep learning for fast and spatially-constrained tissue quantification from highly-undersampled data in magnetic resonance fingerprinting (MRF)

    Fang, Z., Chen, Y., Liu, M., Zhan, Y., Lin, W. & Shen, D., 2018, Machine Learning in Medical Imaging - 9th International Workshop, MLMI 2018, Held in Conjunction with MICCAI 2018, Proceedings. Shi, Y., Suk, H.-I. & Liu, M. (eds.). Springer Verlag, p. 398-405 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11046 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    3 Citations (Scopus)

  • Deep recurrent spatiooral neural network for motor imagery based BCI

    Ko, W., Yoon, J., Kang, E., Jun, E., Choi, J. S. & Suk, H. I., 2018 Mar 9, 2018 6th International Conference on Brain-Computer Interface, BCI 2018. Institute of Electrical and Electronics Engineers Inc., p. 1-3 3 p. (2018 6th International Conference on Brain-Computer Interface, BCI 2018; vol. 2018-January).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    32 Citations (Scopus)

  • Deep reinforcement learning in continuous action spaces: A case study in the game of simulated curling

    Lee, K., Kim, S. A., Choi, J. & Lee, S. W., 2018, 35th International Conference on Machine Learning, ICML 2018. Dy, J. & Krause, A. (eds.). International Machine Learning Society (IMLS), p. 4587-4596 10 p. (35th International Conference on Machine Learning, ICML 2018; vol. 7).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    15 Citations (Scopus)

  • Densely Deep Supervised Networks with Threshold Loss for Cancer Detection in Automated Breast Ultrasound

    Wang, N., Bian, C., Wang, Y., Xu, M., Qin, C., Yang, X., Wang, T., Li, A., Shen, D. & Ni, D., 2018, Medical Image Computing and Computer Assisted Intervention – MICCAI 2018 - 21st International Conference, 2018, Proceedings. Frangi, A. F., Fichtinger, G., Schnabel, J. A., Alberola-López, C. & Davatzikos, C. (eds.). Springer Verlag, p. 641-648 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11073 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    26 Citations (Scopus)

  • Design of a brain-controlled robot arm system based on upper-limb movement imagery

    Jeong, J. H., Kim, K. T., Yun, Y. D. & Lee, S. W., 2018 Mar 9, 2018 6th International Conference on Brain-Computer Interface, BCI 2018. Institute of Electrical and Electronics Engineers Inc., p. 1-3 3 p. (2018 6th International Conference on Brain-Computer Interface, BCI 2018; vol. 2018-January).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    11 Citations (Scopus)

  • Detecting driver's braking intention using recurrent convolutional neural networks based EEG Analysis

    Lee, S. M., Kim, J. W. & Lee, S. W., 2018 Dec 13, Proceedings - 4th Asian Conference on Pattern Recognition, ACPR 2017. Institute of Electrical and Electronics Engineers Inc., p. 846-851 6 p. 8575932. (Proceedings - 4th Asian Conference on Pattern Recognition, ACPR 2017).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    5 Citations (Scopus)

  • Developing novel weighted correlation kernels for convolutional neural networks to extract hierarchical functional connectivities from fMRI for disease diagnosis

    Jie, B., Liu, M., Lian, C., Shi, F. & Shen, D., 2018, Machine Learning in Medical Imaging - 9th International Workshop, MLMI 2018, Held in Conjunction with MICCAI 2018, Proceedings. Liu, M., Suk, H.-I. & Shi, Y. (eds.). Springer Verlag, p. 1-9 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11046 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    3 Citations (Scopus)

  • Do baby brain cortices that look alike at birth grow alike during the first year of postnatal development?

    Rekik, I., Li, G., Lin, W. & Shen, D., 2018, Medical Image Computing and Computer Assisted Intervention – MICCAI 2018 - 21st International Conference, 2018, Proceedings. Frangi, A. F., Davatzikos, C., Fichtinger, G., Alberola-López, C. & Schnabel, J. A. (eds.). Springer Verlag, p. 566-574 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11072 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    5 Citations (Scopus)

  • Dual-domain cascaded regression for synthesizing 7T from 3T MRI

    Zhang, Y., Cheng, J. Z., Xiang, L., Yap, P. T. & Shen, D., 2018, Medical Image Computing and Computer Assisted Intervention – MICCAI 2018 - 21st International Conference, 2018, Proceedings. Schnabel, J. A., Davatzikos, C., Alberola-López, C., Fichtinger, G. & Frangi, A. F. (eds.). Springer Verlag, p. 410-417 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11070 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    18 Citations (Scopus)

  • Early diagnosis of autism disease by multi-channel CNNs

    Li, G., Liu, M., Sun, Q., Shen, D. & Wang, L., 2018, Machine Learning in Medical Imaging - 9th International Workshop, MLMI 2018, Held in Conjunction with MICCAI 2018, Proceedings. Liu, M., Suk, H.-I. & Shi, Y. (eds.). Springer Verlag, p. 303-309 7 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11046 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    35 Citations (Scopus)

  • EEG-based classification of consciousness during sedation using global spectra principal components

    Yeom, S. K., Kim, H. J., Seo, K. S., Kim, H. J. & Lee, S. W., 2018 Dec 13, Proceedings - 4th Asian Conference on Pattern Recognition, ACPR 2017. Institute of Electrical and Electronics Engineers Inc., p. 804-809 6 p. 8575925

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    1 Citation (Scopus)

  • Efficient groupwise registration of MR brain images via Hierarchical graph set Shrinkage

    Dong, P., Cao, X., Yap, P. T. & Shen, D., 2018, Medical Image Computing and Computer Assisted Intervention – MICCAI 2018 - 21st International Conference, 2018, Proceedings. Schnabel, J. A., Davatzikos, C., Alberola-López, C., Fichtinger, G. & Frangi, A. F. (eds.). Springer Verlag, p. 819-826 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11070 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access

  • Estimation of shape and growth brain network atlases for connectomic brain mapping in developing infants

    Rekik, I., Li, G., Lin, W. & Shen, D., 2018 May 23, 2018 IEEE 15th International Symposium on Biomedical Imaging, ISBI 2018. IEEE Computer Society, p. 985-989 5 p. (Proceedings - International Symposium on Biomedical Imaging; vol. 2018-April).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    4 Citations (Scopus)

  • Evaluation of outlier prevalence of density distribution in brain computed tomography: Comparison of kurtosis and quartile statistics

    Wang, I. N., Kim, H. J., Kim, E. J., Kim, Y. T. & Kim, D. J., 2018 Mar 9, 2018 6th International Conference on Brain-Computer Interface, BCI 2018. Institute of Electrical and Electronics Engineers Inc., p. 1-2 2 p. (2018 6th International Conference on Brain-Computer Interface, BCI 2018; vol. 2018-January).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Feel the movement: Real motion influences responses to Take-over requests in highly automated vehicles

    Borojeni, S. S., Boll, S. C. J., Heuten, W., Bülthoff, H. H. & Chuang, L., 2018 Apr 20, CHI 2018 - Extended Abstracts of the 2018 CHI Conference on Human Factors in Computing Systems: Engage with CHI. Association for Computing Machinery, (Conference on Human Factors in Computing Systems - Proceedings; vol. 2018-April).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    56 Citations (Scopus)

  • Fetal cortical parcellation based on growth patterns

    Xia, J., Zhang, C., Wang, F., Benkarim, O. M., Sanroma, G., Piella, G., Balleste, M. A. G., Hahner, N., Eixarch, E., Shen, D. & Li, G., 2018 May 23, 2018 IEEE 15th International Symposium on Biomedical Imaging, ISBI 2018. IEEE Computer Society, p. 696-699 4 p. (Proceedings - International Symposium on Biomedical Imaging; vol. 2018-April).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    2 Citations (Scopus)

  • Filtering, Unwrapping, and Denoising Sterategy for Quality Enhancement of the Noisy Wrapped Phase of the Neuronal Cells

    Tayebi, B. & Han, J. H., 2018 Nov 6, 31st Annual Conference of the IEEE Photonics Society, IPC 2018. Institute of Electrical and Electronics Engineers Inc., 8527304. (31st Annual Conference of the IEEE Photonics Society, IPC 2018).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Fine-Grained Segmentation Using Hierarchical Dilated Neural Networks

    Zhou, S., Nie, D., Adeli, E., Gao, Y., Wang, L., Yin, J. & Shen, D., 2018, Medical Image Computing and Computer Assisted Intervention – MICCAI 2018 - 21st International Conference, 2018, Proceedings. Frangi, A. F., Fichtinger, G., Schnabel, J. A., Alberola-López, C. & Davatzikos, C. (eds.). Springer Verlag, p. 488-496 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11073 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    12 Citations (Scopus)

  • First-person activity recognition based on three-stream deep features

    Kim, Y. J., Lee, D. G. & Lee, S. W., 2018 Dec 10, International Conference on Control, Automation and Systems. IEEE Computer Society, p. 297-299 3 p. 8571982. (International Conference on Control, Automation and Systems; vol. 2018-October).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    4 Citations (Scopus)

  • How are the centered kernel principal components relevant to regression task? -An exact analysis

    Yukawa, M., Muller, K. R. & Ogino, Y., 2018 Sept 10, 2018 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 2841-2845 5 p. 8462392. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2018-April).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Humans construct survey estimates on the fly from a compartmentalised representation of the navigated environment

    Meilinger, T., Henson, A., Rebane, J., Bülthoff, H. H. & Mallot, H. A., 2018, Spatial Cognition XI - 11th International Conference, Spatial Cognition 2018, Proceedings. Klippel, A., Creem-Regehr, S. & Schöning, J. (eds.). Springer Verlag, p. 15-26 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11034 LNAI).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    8 Citations (Scopus)

  • Improving Open Directory Project-Based Text Classification with Hierarchical Category Embedding

    Lee, J. M., Kim, K. M., Kim, Y. & 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. 246-253 8 p. 8482008. (Proceedings of 2018 IEEE 17th International Conference on Cognitive Informatics and Cognitive Computing, ICCI*CC 2018).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    1 Citation (Scopus)

  • Incorporating word embeddings into open directory project based large-scale classification

    Kim, K. M., Dinara, A., Choi, B. J. & Lee, S.-G., 2018, Advances in Knowledge Discovery and Data Mining - 22nd Pacific-Asia Conference, PAKDD 2018, Proceedings. Ho, B., Phung, D., Webb, G. I., Tseng, V. S., Ganji, M. & Rashidi, L. (eds.). Springer Verlag, p. 376-388 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10938 LNAI).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    4 Citations (Scopus)

  • Infant brain development prediction with latent partial multi-view representation learning

    Zhang, C., Adelv, E., Wu, Z., Li, G., Lin, W. & Shen, D., 2018 May 23, 2018 IEEE 15th International Symposium on Biomedical Imaging, ISBI 2018. IEEE Computer Society, p. 1048-1051 4 p. (Proceedings - International Symposium on Biomedical Imaging; vol. 2018-April).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    1 Citation (Scopus)

  • Learning pairwise-similarity guided sparse functional connectivity network for MCI Classification

    Chen, X., Zhang, H., Zhang, Y., Li, Z. & Shen, D., 2018 Dec 13, Proceedings - 4th Asian Conference on Pattern Recognition, ACPR 2017. Institute of Electrical and Electronics Engineers Inc., p. 923-928 6 p. 8575945. (Proceedings - 4th Asian Conference on Pattern Recognition, ACPR 2017).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    2 Citations (Scopus)

  • Learning to generate word representations using subword information

    Kim, Y., Kim, K. M., Lee, J. M. & Lee, S. K., 2018, COLING 2018 - 27th International Conference on Computational Linguistics, Proceedings. Bender, E. M., Derczynski, L. & Isabelle, P. (eds.). Association for Computational Linguistics (ACL), p. 2551-2561 11 p. (COLING 2018 - 27th International Conference on Computational Linguistics, Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    17 Citations (Scopus)

  • Learning user preferences and understanding calendar contexts for event scheduling

    Kim, D., Lee, J., Choi, D., Choi, J. & Kang, J., 2018 Oct 17, CIKM 2018 - Proceedings of the 27th ACM International Conference on Information and Knowledge Management. Paton, N., Candan, S., Wang, H., Allan, J., Agrawal, R., Labrinidis, A., Cuzzocrea, A., Zaki, M., Srivastava, D., Broder, A. & Schuster, A. (eds.). Association for Computing Machinery, p. 337-346 10 p. (International Conference on Information and Knowledge Management, Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    9 Citations (Scopus)

  • Locality adaptive multi-modality GANs for high-quality PET image synthesis

    Wang, Y., Zhou, L., Wang, L., Yu, B., Zu, C., Lalush, D. S., Lin, W., Wu, X., Zhou, J. & Shen, D., 2018, Medical Image Computing and Computer Assisted Intervention – MICCAI 2018 - 21st International Conference, 2018, Proceedings. Schnabel, J. A., Davatzikos, C., Alberola-López, C., Fichtinger, G. & Frangi, A. F. (eds.). Springer Verlag, p. 329-337 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11070 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    20 Citations (Scopus)

  • Longitudinal Sparse Regression for Neuroimage Based Consciousness Assessing and Tracking of Hydrocephalus Patients

    Chen, S., Tang, W., Hu, J., Cheng, Y., Wang, Q., Wu, X. & Shen, D., 2018 May 25, Proceedings - 2018 IEEE International Conference on Big Data and Smart Computing, BigComp 2018. Institute of Electrical and Electronics Engineers Inc., p. 595-598 4 p. 8367183. (Proceedings - 2018 IEEE International Conference on Big Data and Smart Computing, BigComp 2018).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Low-rank representation for multi-center autism spectrum disorder identification

    Wang, M., Zhang, D., Huang, J., Shen, D. & Liu, M., 2018, Medical Image Computing and Computer Assisted Intervention – MICCAI 2018 - 21st International Conference, 2018, Proceedings. Schnabel, J. A., Davatzikos, C., Alberola-López, C., Fichtinger, G. & Frangi, A. F. (eds.). Springer Verlag, p. 647-654 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11070 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    22 Citations (Scopus)

  • Malignant brain tumor classification using the random forest method

    Zhang, L., Zhang, H., Rekik, I., Gao, Y., Wang, Q. & Shen, D., 2018, Structural, Syntactic, and Statistical Pattern Recognition - Joint IAPR International Workshop, S+SSPR 2018, Proceedings. Hancock, E. R., Ho, T. K., Biggio, B., Wilson, R. C., Robles-Kelly, A. & Bai, X. (eds.). Springer Verlag, p. 14-21 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11004 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    7 Citations (Scopus)

  • Multi-layer large-scale functional connectome reveals infant brain developmental patterns

    Zhang, H., Stanley, N., Mucha, P. J., Yin, W., Lin, W. & Shen, D., 2018, Medical Image Computing and Computer Assisted Intervention – MICCAI 2018 - 21st International Conference, 2018, Proceedings. Frangi, A. F., Davatzikos, C., Fichtinger, G., Alberola-López, C. & Schnabel, J. A. (eds.). Springer Verlag, p. 136-144 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11072 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    9 Citations (Scopus)

  • Multi-layer multi-view classification for Alzheimer's disease diagnosis

    Zhang, C., Adeli, E., Zhou, T., Chen, X. & Shen, D., 2018, 32nd AAAI Conference on Artificial Intelligence, AAAI 2018. AAAI press, p. 4406-4413 8 p. (32nd AAAI Conference on Artificial Intelligence, AAAI 2018).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    41 Citations (Scopus)

  • Noise reduction in fNIRS data using extended Kalman filter combined with short separation measurement

    Dong, S. & Jeong, J., 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 proceeding › Conference contribution

    4 Citations (Scopus)

  • Obfuscated VBA macro detection using machine learning

    Kim, S., Hong, S., Oh, J. & Lee, H., 2018 Jul 19, Proceedings - 48th Annual IEEE/IFIP International Conference on Dependable Systems and Networks, DSN 2018. Institute of Electrical and Electronics Engineers Inc., p. 490-501 12 p. 8416509. (Proceedings - 48th Annual IEEE/IFIP International Conference on Dependable Systems and Networks, DSN 2018).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    36 Citations (Scopus)

  • Open access repository for hybrid EEG-NIRS data

    Shin, J., Von Luhmann, A., Blankertz, B., Kim, D. W., Mehnert, J., Jeong, J., Hwang, H. J. & Muller, K. R., 2018 Mar 9, 2018 6th International Conference on Brain-Computer Interface, BCI 2018. Institute of Electrical and Electronics Engineers Inc., p. 1-4 4 p. (2018 6th International Conference on Brain-Computer Interface, BCI 2018; vol. 2018-January).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    5 Citations (Scopus)

  • Penalized geodesic tractography for mitigating gyral bias

    Wu, Y., Feng, Y., Shen, D. & Yap, P. T., 2018, Medical Image Computing and Computer Assisted Intervention – MICCAI 2018 - 21st International Conference, 2018, Proceedings. Frangi, A. F., Davatzikos, C., Fichtinger, G., Alberola-López, C. & Schnabel, J. A. (eds.). Springer Verlag, p. 12-19 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11072 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    5 Citations (Scopus)

  • Predicting what you remember from brain activity: EEG-based decoding of long-term memory formation

    Kang, T., Chen, Y., Fazli, S. & Wallraven, C., 2018, Symbiotic Interaction - 6th International Workshop, Symbiotic 2017, Revised Selected Papers. Blankertz, B., Spagnolli, A., Gamberini, L., Jacucci, G. & Ham, J. (eds.). Springer Verlag, p. 63-73 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10727 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution