The Catholic University of Korea

Research output

Research output per year 1987 2011 2012 2013 2014 2015 2016 2017 2018 2019 2020 2021 2022 2023 2024 2025

• 286 h-index
• 26056 Article
• 1734 Review article
• 1198 Letter
• 532 Comment/debate
• 746 More
  • 261 Editorial
  • 244 Conference contribution
  • 139 Chapter
  • 55 Short survey
  • 27 Conference article
  • 9 Paper
  • 5 Book
  • 3 Foreword/postscript
  • 3 Patent

Research output per year

Research output per year

Search results

• 2020

  Classification of Imagined Speech Using Siamese Neural Network

  Lee, D. Y., Lee, M. & Lee, S. W., 11 Oct 2020, 2020 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2020. Institute of Electrical and Electronics Engineers Inc., p. 2979-2984 6 p. 9282982. (Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics; vol. 2020-October).

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

  • Siamese Neural Network 100%
  • Classification Performance 100%
  • Class Classification 33%
  • Deep Learning 33%
  • Classification Accuracy 33%
  22 Scopus citations

• Decoding Visual Recognition of Objects from EEG Signals based on Attention-Driven Convolutional Neural Network

  Kalafatovich, J., Lee, M. & Lee, S. W., 11 Oct 2020, 2020 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2020. Institute of Electrical and Electronics Engineers Inc., p. 2985-2990 6 p. 9283434. (Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics; vol. 2020-October).

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

  • Neural Network 100%
  • Visual Memory 100%
  • Electroencephalography 100%
  • Convolutional Neural Network 100%
  • Attention 100%
  18 Scopus citations

• Decoding Visual Responses based on Deep Neural Networks with Ear-EEG Signals

  Leel, Y. E. & Lee, M., Feb 2020, 8th International Winter Conference on Brain-Computer Interface, BCI 2020. Institute of Electrical and Electronics Engineers Inc., 9061644. (8th International Winter Conference on Brain-Computer Interface, BCI 2020).

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

  Open Access

  • Brain Computer Interface 100%
  • Neural Network 100%
  • Electroencephalography 100%
  • Deep Neural Network 100%
  • Computer Interface 100%
  13 Scopus citations

• Development of Magnetically Driven Microrobots for Targeted Cell Delivery, and Their Characterization in in Vitro, Ex Vivo and in Vivo Environments

  Jeon, S., Park, S. H., Kim, S. W., Kim, J. Y. & Choi, H., Jan 2020, 33rd IEEE International Conference on Micro Electro Mechanical Systems, MEMS 2020. Institute of Electrical and Electronics Engineers Inc., p. 2-5 4 p. 9056365. (Proceedings of the IEEE International Conference on Micro Electro Mechanical Systems (MEMS); vol. 2020-January).

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

  • Microrobots 100%
  • Characterization 100%
  • Cell 100%
  • Cavity 33%
  • Lithography 33%
  3 Scopus citations

• Dr. Answer AI Software for Prostate Cancer: Explainable Variable Importance of Predicting T Stage

  Rho, M. J., Park, J., Moon, H. W., Kim, J., Lee, C., Kim, C. S., Jeon, S. S., Kang, M. & Lee, J. Y., Dec 2020, Proceedings - 2020 International Conference on Computational Science and Computational Intelligence, CSCI 2020. Institute of Electrical and Electronics Engineers Inc., p. 725-730 6 p. 9458120. (Proceedings - 2020 International Conference on Computational Science and Computational Intelligence, CSCI 2020).

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

  • Prostate Cancer 100%

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

  Lee, S. H., Lee, M. & Lee, S. W., 2020, 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 proceeding › Conference contribution › peer-review

  • Electroencephalography 100%
  • Communication 33%
  • Brain-Computer Interface 33%
  16 Scopus citations

• Effective Correlates of Motor Imagery Performance based on Default Mode Network in Resting-State

  Yoon, J. G. & Lee, M., Feb 2020, 8th International Winter Conference on Brain-Computer Interface, BCI 2020. Institute of Electrical and Electronics Engineers Inc., 9061649. (8th International Winter Conference on Brain-Computer Interface, BCI 2020).

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

  • Resting-State 100%
  • Brain-Computer Interface 100%
  • Electroencephalography 66%
  • Communication 25%
  6 Scopus citations

• End-to-End Automatic Sleep Stage Classification Using Spectral-Temporal Sleep Features

  Kim, H. J., Lee, M. & Lee, S. W., Jul 2020, 42nd Annual International Conferences of the IEEE Engineering in Medicine and Biology Society: Enabling Innovative Technologies for Global Healthcare, EMBC 2020. Institute of Electrical and Electronics Engineers Inc., p. 3452-3455 4 p. 9176477. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS; vol. 2020-July).

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

  • Cancer Staging 100%
  • Sleep 100%
  • Performance 71%
  • Sleep Disorder 42%
  • Classification Performance 42%
  7 Scopus citations

• False Positive Reduction Using Multiscale Contextual Features for Prostate Cancer Detection in Multi-Parametric MRI Scans

  Yu, X., Lou, B., Shi, B., Winkel, D., Arrahmane, N., Diallo, M., Meng, T., Von Busch, H., Grimm, R., Kiefer, B., Comaniciu, D., Kamen, A., Huisman, H., Rosenkrantz, A., Penzkofer, T., Shabunin, I., Choi, M. H., Yang, Q. & Szolar, D., Apr 2020, ISBI 2020 - 2020 IEEE International Symposium on Biomedical Imaging. IEEE Computer Society, p. 1355-1359 5 p. 9098338. (Proceedings - International Symposium on Biomedical Imaging; vol. 2020-April).

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

  • Cancer Diagnosis 100%
  • Magnetic Resonance Imaging 100%
  • Prostate Cancer 100%
  • False Positive Result 100%
  • Multiscale 100%
  28 Scopus citations

• Learning Multi-modal Representations of Narrative Multimedia: A Case Study of Webtoons

  Lee, O. J. & Kim, J. T., 13 Oct 2020, Proceedings of the 2020 Research in Adaptive and Convergent Systems, RACS 2020. Association for Computing Machinery, p. 1-6 6 p. (ACM International Conference Proceeding Series).

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

  • Representation 100%
  • Case Study 100%
  • Multimedia 100%
  • Autoencoder 50%
  • Vectors 33%
  1 Scopus citations

• Miniature electromagnetic sensor nodes for wireless surgical navigation systems

  Park, H., Park, C. J., Kweon, S. J., Suh, J. H., Choi, J. & Je, M., 2020, 2020 IEEE International Symposium on Circuits and Systems, ISCAS 2020 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 9180508. (Proceedings - IEEE International Symposium on Circuits and Systems; vol. 2020-October).

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

  • Fields 100%
  • Analog Signal 100%
  • Wireless Communication 66%
  • Subsystems 66%
  • Generators 66%
  3 Scopus citations

• Multi-pretraining for large-scale text classification

  Kim, K. M., Hyeon, B., Kim, Y., Park, J. H. & Lee, S. K., 2020, Findings of the Association for Computational Linguistics Findings of ACL: EMNLP 2020. Association for Computational Linguistics (ACL), p. 2041-2050 10 p. (Findings of the Association for Computational Linguistics Findings of ACL: EMNLP 2020).

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

  • Neural Network 100%
  • Natural Language Processing 100%
  • Text Classification 100%
  • Deep Neural Network 100%
  • Unlabeled Data 14%
  4 Scopus citations

• Multispectral photoacoustic assessment of thyroid cancer nodules in vivo

  Kim, J., Park, B., Ha, J., Steinberg, I., Park, E. Y., Choi, W., Hooper, S., Gambhir, S. S., Lim, D. J. & Kim, C., 2020, Photons Plus Ultrasound: Imaging and Sensing 2020. Oraevsky, A. A. & Wang, L. V. (eds.). SPIE, 1124004. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 11240).

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

  • Thyroid Nodule 100%
  • Oxygen 100%
  • Analysis 66%
  • Procedures 66%
  • Fine Needle Aspiration Biopsy 66%
  2 Scopus citations

• Neural Oscillations for Encoding and Decoding Declarative Memory using EEG Signals

  Kalafatovich, J. & Lee, M., Feb 2020, 8th International Winter Conference on Brain-Computer Interface, BCI 2020. Institute of Electrical and Electronics Engineers Inc., 9061650. (8th International Winter Conference on Brain-Computer Interface, BCI 2020).

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

  • Electroencephalography 100%
  • Declarative Memory 100%
  • Memory 100%
  • Neural Oscillation 100%
  • Relationships 100%
  2 Scopus citations

• Personalizing large-scale text classification by modeling individual differences

  Lee, J., Choi, B. J., Kim, Y., Kim, K. M., Ryu, W. J. & Lee, S., 30 Mar 2020, 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 proceeding › Conference contribution › peer-review

  • Text Classification 100%
  • Classification Models 50%
  • Human Characteristic 25%
  • Textual Information 25%
  • classification result 25%

• Prediction of Event Related Potential Speller Performance Using Resting-State EEG

  Shin, G. H., Lee, M., Kim, H. J. & Lee, S. W., Jul 2020, 42nd Annual International Conferences of the IEEE Engineering in Medicine and Biology Society: Enabling Innovative Technologies for Global Healthcare, EMBC 2020. Institute of Electrical and Electronics Engineers Inc., p. 2973-2976 4 p. 9175914. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS; vol. 2020-July).

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

  • Resting-State 100%
  • Electroencephalography 100%
  • Events 100%
  • Functional Connectivity 22%
  • Communication 11%
  2 Scopus citations

• Prediction of Individual Propofol Requirements based on Preoperative EEG Signals

  Kweon, Y. S., Lee, M., Won, D. O. & Seo, K. S., Feb 2020, 8th International Winter Conference on Brain-Computer Interface, BCI 2020. Institute of Electrical and Electronics Engineers Inc., 9061631. (8th International Winter Conference on Brain-Computer Interface, BCI 2020).

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

  • Central Region 100%
  • Accidents 100%
  3 Scopus citations

• Prediction of Memory Retrieval Performance Using Ear-EEG Signals

  Kalafatovich, J., Lee, M. & Lee, S. W., Jul 2020, 42nd Annual International Conferences of the IEEE Engineering in Medicine and Biology Society: Enabling Innovative Technologies for Global Healthcare, EMBC 2020. Institute of Electrical and Electronics Engineers Inc., p. 3363-3366 4 p. 9175990. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS; vol. 2020-July).

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

  • Electroencephalography 100%
  • Memory Retrieval 100%
  • Neural Network 12%
  • Brain-Computer Interface 12%
  7 Scopus citations

• Prediction of Subsequent Memory Effects Using Convolutional Neural Network

  Kalafatovich, J., Lee, M. & Lee, S. W., 2020, Pattern Recognition and Artificial Intelligence - International Conference, ICPRAI 2020, Proceedings. Lu, Y., Vincent, N., Yuen, P. C., Zheng, W.-S., Cheriet, F. & Suen, C. Y. (eds.). Springer Science and Business Media Deutschland GmbH, p. 251-263 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12068 LNCS).

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

  • Neural Network 100%
  • Declarative Memory 25%
  • Behavioral Performance 25%
  • Electroencephalogram 25%
  2 Scopus citations

• Representation learning for unseen words by bridging subwords to semantic networks

  Kim, Y., Kim, K. M. & Lee, S. K., 2020, LREC 2020 - 12th International Conference on Language Resources and Evaluation, Conference Proceedings. Calzolari, N., Bechet, F., Blache, P., Choukri, K., Cieri, C., Declerck, T., Goggi, S., Isahara, H., Maegaard, B., Mariani, J., Mazo, H., Moreno, A., Odijk, J. & Piperidis, S. (eds.). European Language Resources Association (ELRA), p. 4774-4780 7 p. (LREC 2020 - 12th International Conference on Language Resources and Evaluation, Conference Proceedings).

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

  • Representation Learning 100%
  • Word Embedding 100%
  • Semantic Network 100%
  • Subword 100%
  • Effective Method 33%

• Self-attentive normalization for automated gleason grading system

  Shin, H. K., Hong, S. H., Choi, Y. J., Shin, Y. G., Park, S. & Ko, S. J., 16 Nov 2020, 2020 IEEE Region 10 Conference, TENCON 2020. Institute of Electrical and Electronics Engineers Inc., p. 1101-1105 5 p. 9293775. (IEEE Region 10 Annual International Conference, Proceedings/TENCON; vol. 2020-November).

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

  • Normalization 100%
  • Neural Network 100%
  • Convolutional Neural Network 33%
  • Affine Transformation 33%
  • Diagnostic Accuracy 33%
  1 Scopus citations

• Spatio-Temporal Dynamics of Visual Imagery for Intuitive Brain-Computer Interface

  Lee, S. H. & Lee, M., Feb 2020, 8th International Winter Conference on Brain-Computer Interface, BCI 2020. Institute of Electrical and Electronics Engineers Inc., 9061638. (8th International Winter Conference on Brain-Computer Interface, BCI 2020).

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

  • Visual Imagery 100%
  • Computer Interface 100%
  • Brain-Computer Interface 100%
  • Prefrontal Cortex 75%
  • Decoding Performance 50%
  7 Scopus citations

• Story embedding: Learning distributed representations of stories based on character networks

  Lee, O. J. & Jung, J. J., 2020, Proceedings of the 29th International Joint Conference on Artificial Intelligence, IJCAI 2020. Bessiere, C. (ed.). International Joint Conferences on Artificial Intelligence, p. 5070-5074 5 p. (IJCAI International Joint Conference on Artificial Intelligence; vol. 2021-January).

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

  • Subgraphs 100%
  • Distributed Learning 100%
  • Narrative 100%
  • Social Network 14%
  10 Scopus citations

• Towards Story-based Summarization of Narrative Multimedia

  Lee, O. J., Kim, J. T. & You, E. S., 12 Dec 2020, Proceedings of 2020 ACM International Conference on Intelligent Computing and its Emerging Applications, ICEA 2020. Association for Computing Machinery, 3444719. (ACM International Conference Proceeding Series).

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

  • Networks 100%
  • Social Network 100%
  • Practical Application 100%
  • Multimedia 100%
  1 Scopus citations

• Wide-field multispectral photoacoustic imaging of human melanomas in vivo

  Park, B., Bang, C. H., Lee, C., Han, J. H., Kim, J., Choi, W., Park, G. S., Rhie, J. W., Lee, J. H. & Kim, C., 2020, Photons Plus Ultrasound: Imaging and Sensing 2020. Oraevsky, A. A. & Wang, L. V. (eds.). SPIE, 1124006. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 11240).

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

  • Nodular Melanoma 100%
  • Photoacoustic Imaging 100%
  • Melanoma 100%
  • Prognosis 25%
  • Thigh 25%
  2 Scopus citations
• 2019

  3d printing of poly lactic acid (Pla)/nano-hydroxyapatite (ha) composites for bone tissue engineering

  Lee, J., Jang, T. S. & Jung, H. D., 2019, Society for Biomaterials Annual Meeting and Exposition 2019: The Pinnacle of Biomaterials Innovation and Excellence - Transactions of the 42nd Annual Meeting. Society for Biomaterials, p. 861 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 proceeding › Conference contribution › peer-review

  • Tissue 100%
  • Composite Material 100%
  • Hydroxylapatite 100%
  • Three Dimensional Printing 100%
  • Bone 100%

• Anomaly detection in power quality measurements using proximity-based unsupervised machine learning techniques

  Punmiya, R., Zyabkina, O., Choe, S. & Meyer, J., Jun 2019, 2019 Electric Power Quality and Supply Reliability Conference and 2019 Symposium on Electrical Engineering and Mechatronics, PQ and SEEM 2019. Institute of Electrical and Electronics Engineers Inc., 8818236. (2019 Electric Power Quality and Supply Reliability Conference and 2019 Symposium on Electrical Engineering and Mechatronics, PQ and SEEM 2019).

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

  • Machine Learning Technique 100%
  • Anomaly Detection 100%
  • Standards 33%
  • Data Quality Analysis 33%
  • Classification Task 33%
  11 Scopus citations

• 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., Oct 2019, 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 proceeding › Conference contribution › peer-review

  Open Access

  • Non-Rapid Eye Movement Sleep 100%
  • Brain 75%
  • Transcranial Magnetic Stimulation 75%
  • Consciousness 75%
  • Electroencephalography 25%
  1 Scopus citations

• Character network embedding-based plot structure discovery in narrative multimedia

  Lee, O. J. & Jung, J. J., 26 Jun 2019, Proceedings of the 9th International Conference on Web Intelligence, Mining and Semantics, WIMS 2019. Association for Computing Machinery, (ACM International Conference Proceeding Series).

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

  • Character 100%
  • Multimedia 100%
  • Narrative 100%
  • Embedding 100%
  • Relationships 50%
  9 Scopus citations

• Coidentification of group-level hole structures in brain networks via hodge laplacian

  Lee, H., Chung, M. K., Kang, H., Choi, H., Ha, S., Huh, Y., Kim, E. & Lee, D. S., 2019, 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 Science and Business Media Deutschland GmbH, p. 674-682 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 proceeding › Conference contribution › peer-review

  • Networks 100%
  • Topology 100%
  • Experimental Result 25%
  • Identification 25%
  • Database 25%
  5 Scopus citations

• 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. K., 12 Jun 2019, 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 proceeding › Conference contribution › peer-review

  • External Server 100%
  • Protecting Privacy 100%
  1 Scopus citations

• Development of integrated data and prediction system platform for the localized prostate cancer

  Lee, S. J., Yu, S. H., Kim, Y., Hong, J. H., Kim, C. S., Seo, S. I., Jeong, C. W., Byun, S. S., Chung, B. H., Lee, J. Y. & Choi, I. Y., 21 Aug 2019, MEDINFO 2019: Health and Wellbeing e-Networks for All - Proceedings of the 17th World Congress on Medical and Health Informatics. Seroussi, B., Ohno-Machado, L., Ohno-Machado, L. & Seroussi, B. (eds.). IOS Press, p. 1506-1507 2 p. (Studies in Health Technology and Informatics; vol. 264).

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

  • Development 100%
  • Prostate Cancer 100%
  • Therapeutic Procedure 20%
  • Patient 20%
  • Cancer Registry 20%

• Expansion of EHR-based common data model (CDM)

  Choi, W., Ko, S. J., Jung, H. J., Kim, T. M. & Choi, I., 21 Aug 2019, MEDINFO 2019: Health and Wellbeing e-Networks for All - Proceedings of the 17th World Congress on Medical and Health Informatics. Seroussi, B., Ohno-Machado, L., Ohno-Machado, L. & Seroussi, B. (eds.). IOS Press, p. 1443-1444 2 p. (Studies in Health Technology and Informatics; vol. 264).

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

  • Data Model 100%
  • Data Structure 33%
  • Joint Research 33%
  • Base 33%
  • Adverse Drug Reaction 33%
  1 Scopus citations

• Factors affecting smartphone usage self-report levels

  Yook, I. H., Park, S. J., Choi, M. J., Kim, D. J. & Choi, I. Y., 21 Aug 2019, MEDINFO 2019: Health and Wellbeing e-Networks for All - Proceedings of the 17th World Congress on Medical and Health Informatics. Seroussi, B., Ohno-Machado, L., Ohno-Machado, L. & Seroussi, B. (eds.). IOS Press, p. 1937-1938 2 p. (Studies in Health Technology and Informatics; vol. 264).

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

  • Self-Report 100%
  • Smartphone 100%
  • Mobile Phones 100%
  • Treatment 16%
  • Smartphone Addiction 16%
  3 Scopus citations

• From small-scale to large-scale text classification

  Kim, K. M., Kim, Y., Lee, J., Lee, J. M. & Lee, S. K., 13 May 2019, 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 proceeding › Conference contribution › peer-review

  • Text Classification 100%
  • Classification Task 40%
  • Multitask Learning 30%
  • Neural Network Model 20%
  • Training Data 20%
  14 Scopus citations

• From Text Classification to Keyphrase Extraction for Short Text

  Lee, S. E., Kim, K. M., Ryu, W. J., Park, J. & Lee, S., Dec 2019, 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 proceeding › Conference contribution › peer-review

  • Experimental Result 100%
  • Sparsity 100%
  • Recurrent Neural Network 100%
  • Isolation Method 100%
  • Main Idea 100%
  2 Scopus citations

• 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., Jul 2019, 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 proceeding › Conference contribution › peer-review

  Open Access

  • Conscious Experience 100%
  • Cortical Network 100%
  • Non-Rapid Eye Movement Sleep 100%
  • Consciousness 50%
  • Wakefulness 37%
  3 Scopus citations

• Harmonic holes as the submodules of brain network and network dissimilarity

  Lee, H., Chung, M. K., Choi, H., Kang, H., Ha, S., Kim, Y. K. & Lee, D. S., 2019, Computational Topology in Image Context - 7th International Workshop, CTIC 2019, Proceedings. Marfil, R., Calderón, M., Bandera, A., Díaz del Río, F. & Real, P. (eds.). Springer Verlag, p. 110-122 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11382 LNCS).

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

  • Networks 100%
  • Persistent Homology 15%
  • Normal Control 7%
  • Connectivity 7%
  • Dissimilarity Measure 7%
  8 Scopus citations

• Knowledge-guided biclustering via sparse variational em algorithm

  Chang, C., Min, E. J., Oh, J. & Long, Q., Nov 2019, Proceedings - 10th IEEE International Conference on Big Knowledge, ICBK 2019. Gao, Y., Moller, R., Wu, X. & Kotagiri, R. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 25-32 8 p. 8944454. (Proceedings - 10th IEEE International Conference on Big Knowledge, ICBK 2019).

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

  Open Access

  • Conditional Expectation 100%
  • File Format 100%
  • Latent Factor 66%
  • Superiority 33%
  • Matrix 33%
  2 Scopus citations

• Machine learning algorithm to predict coronary artery calcification in asymptomatic healthy population

  Kolli, K. K., Park, S. H., Min, J. K., Chang, H. J., Han, D., Gransar, H., Lee, J. H., Choi, S. Y., Chun, E. J., Jung, H. O., Sung, J. & Han, H. W., Nov 2019, 2019 IEEE Healthcare Innovations and Point of Care Technologies, HI-POCT 2019. Institute of Electrical and Electronics Engineers Inc., p. 95-98 4 p. 8962647. (2019 IEEE Healthcare Innovations and Point of Care Technologies, HI-POCT 2019).

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

  • Algorithm 100%
  • Coronary Artery Calcification 100%
  • Learning 100%
  • Coronary Artery 83%
  • Isotopes of Calcium 83%
  2 Scopus citations

• MOCA: A novel privacy-preserving contextual advertising platform on mobile devices

  Lee, J. H., Ryu, W. J., Kim, K. M. & Lee, S. K., 2019, Proceedings of the ACM Symposium on Applied Computing. Association for Computing Machinery, p. 1208-1215 8 p. (Proceedings of the ACM Symposium on Applied Computing; vol. Part F147772).

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

  • Mobile Device 100%
  • Privacy Preserving 100%
  • Experimental Result 33%
  • Protecting Privacy 33%
  • Energy Consumption 33%
  1 Scopus citations

• Pilot study for detection of cutaneous melanoma boundary using photoacoustic imaging

  Kim, J., Park, B., Kim, Y. H., Seo, H. M., Bang, C. H., Park, G. S., Park, Y. M., Rhie, J. W., Lee, J. H. & Kim, C., 2019, Photons Plus Ultrasound: Imaging and Sensing 2019. Wang, L. V. & Oraevsky, A. A. (eds.). SPIE, 108785L. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 10878).

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

  • Pilot Study 100%
  • Lesion 83%
  • Excision 50%
  • Surgery 33%
  • Patient 33%

• Prediction of Neurological Deterioration of Patients with Mild Traumatic Brain Injury Using Machine Learning

  Caracol, G. R., Choi, J. G., Park, J. S., Son, B. C., Jeon, S. S., Lee, K. S., Shin, Y. S. & Hwang, D. J., 2019, Statistics and Data Science - Research School on Statistics and Data Science, RSSDS 2019, Proceedings. Nguyen, H. (ed.). Springer, p. 198-210 13 p. (Communications in Computer and Information Science; vol. 1150 CCIS).

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

  • Machine Learning 100%
  • Records 100%
  • Algorithms 50%
  • Testing 50%
  • Training Data 50%
  2 Scopus citations

• 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., Feb 2019, 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 proceeding › Conference contribution › peer-review

  • Non-Rapid Eye Movement Sleep 100%
  • Sleep Stage 100%
  • Meditation 100%
  • Mental State 100%
  • Statistical Analysis 100%
  3 Scopus citations

• Towards an EEG-based intuitive BCI communication system using imagined speech and visual imagery

  Lee, S. H., Lee, M., Jeong, J. H. & Lee, S. W., Oct 2019, 2019 IEEE International Conference on Systems, Man and Cybernetics, SMC 2019. Institute of Electrical and Electronics Engineers Inc., p. 4409-4414 6 p. 8914645. (Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics; vol. 2019-October).

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

  • Visual Imagery 100%
  • Computer Interface 100%
  • Communication 100%
  • Brain-Computer Interface 100%
  • Electroencephalography 100%
  70 Scopus citations

• Unsupervised Deformable Image Registration Using Cycle-Consistent CNN

  Kim, B., Kim, J., Lee, J. G., Kim, D. H., Park, S. H. & Ye, J. C., 2019, 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 Science and Business Media Deutschland GmbH, p. 166-174 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11769 LNCS).

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

  • Deep Neural Network 100%
  • Convolutional Neural Network 100%
  • Deep Learning 50%
  • Experimental Result 50%
  • Diagnosis 50%
  58 Scopus citations

• Vocabulary Domain Prediction for Pathological Report Analysis Using ICD-O3

  Choi, S., Kim, I., Kim, Y. & Seok, J., Jul 2019, ICUFN 2019 - 11th International Conference on Ubiquitous and Future Networks. IEEE Computer Society, p. 520-522 3 p. 8806190. (International Conference on Ubiquitous and Future Networks, ICUFN; vol. 2019-July).

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

  • Learning System 100%
  • Machine Learning 100%
  1 Scopus citations
• 2018

  Alexa, tell me more: The effect of advertisements on memory accuracy from smart speakers

  Kim, D., Park, K., Park, Y., Ju, J. & Ahn, J. H., 2018, Proceedings of the 22nd Pacific Asia Conference on Information Systems - Opportunities and Challenges for the Digitized Society: Are We Ready?, PACIS 2018. Tanabu, M. & Senoo, D. (eds.). Association for Information Systems, (Proceedings of the 22nd Pacific Asia Conference on Information Systems - Opportunities and Challenges for the Digitized Society: Are We Ready?, PACIS 2018).

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

  • Advertisement 100%
  • Speaker 100%
  • Interactivity 8%
  13 Scopus citations

• A Sinusoidal Signal Generator Using a Constant Gain Finite Impulse Response (FIR) Filter for Electrical Bioimpedance Spectroscopy

  Kweon, S. J., Jo, S. H., Suh, J. H., Je, M. & Yoo, H. J., 26 Apr 2018, 2018 IEEE International Symposium on Circuits and Systems, ISCAS 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 8351219. (Proceedings - IEEE International Symposium on Circuits and Systems; vol. 2018-May).

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

  • FIR Filter 100%
  • Signal Generator 100%
  • Spectroscopy 100%
  • Sinusoidal Signal 100%
  • Harmonics 40%
  9 Scopus citations

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

  Aliyeva, D., Kim, K. M., Choi, B. J. & Lee, S. K., 4 Oct 2018, 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 › peer-review

  • Text Classification 100%
  • Word Embedding 100%
  • Word2vec 60%
  • Evaluation Result 20%
  • Knowledge Base 20%
  1 Scopus citations