Calculated based on number of publications stored in Pure and citations from Scopus
Calculated based on number of publications stored in Pure and citations from Scopus
Calculated based on number of publications stored in Pure and citations from Scopus
20022024

Research activity per year

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  • 2022

    CONTRASTIVE HEARTBEATS: CONTRASTIVE LEARNING FOR SELF-SUPERVISED ECG REPRESENTATION AND PHENOTYPING

    Wei, C. T., Hsieh, M. E., Liu, C. L. & Tseng, V. S., 2022, 2022 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2022 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 1126-1130 5 p. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2022-May).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • 2019

    Large-scale classification of 12-lead ECG with deep learning

    Chen, Y. J., Liu, C. L., Tseng, V. S., Hu, Y. F. & Chen, S. A., May 2019, 2019 IEEE EMBS International Conference on Biomedical and Health Informatics, BHI 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 8834468. (2019 IEEE EMBS International Conference on Biomedical and Health Informatics, BHI 2019 - Proceedings).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    9 Scopus citations
  • Multivariate time series early classification using multi-domain deep neural network

    Huang, H. S., Liu, C-L. & Tseng, V. S., 31 Jan 2019, Proceedings - 2018 IEEE 5th International Conference on Data Science and Advanced Analytics, DSAA 2018. Eliassi-Rad, T., Wang, W., Cattuto, C., Provost, F., Ghani, R. & Bonchi, F. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 90-98 9 p. 8631422. (Proceedings - 2018 IEEE 5th International Conference on Data Science and Advanced Analytics, DSAA 2018).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    9 Scopus citations
  • Multivariate time series early classification with interpretability using deep learning and attention mechanism

    Hsu, E. Y., Liu, C-L. & Tseng, V. S-M., 1 Jan 2019, Advances in Knowledge Discovery and Data Mining - 23rd Pacific-Asia Conference, PAKDD 2019, Proceedings. Zhang, M-L., Zhou, Z-H., Gong, Z., Yang, Q. & Huang, S-J. (eds.). Springer Verlag, p. 541-553 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11441 LNAI).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    15 Scopus citations
  • 2018

    Deep 3D Convolutional Neural Network Architectures for Alzheimer’s Disease Diagnosis

    Karasawa, H., Liu, C-L. & Ohwada, H., 1 Jan 2018, Intelligent Information and Database Systems - 10th Asian Conference, ACIIDS 2018, Proceedings. Pham, H., Nguyen, N. T., Trawinski, B., Hoang, D. H. & Hong, T-P. (eds.). Springer Verlag, p. 287-296 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10751 LNAI).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    31 Scopus citations
  • Deep Discriminative Features Learning and Sampling for Imbalanced Data Problem

    Liu, Y. H., Liu, C-L. & Tseng, V. S-M., 27 Dec 2018, 2018 IEEE International Conference on Data Mining, ICDM 2018. Institute of Electrical and Electronics Engineers Inc., p. 1146-1151 6 p. 8594959. (Proceedings - IEEE International Conference on Data Mining, ICDM; vol. 2018-November).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    7 Scopus citations
  • Hierarchical hypothesis structure for ensemble learning

    Yu, C. E., Liu, C-L. & Hsieh, H. L., 21 Jun 2018, ICNC-FSKD 2017 - 13th International Conference on Natural Computation, Fuzzy Systems and Knowledge Discovery. Zhao, L., Wang, L., Cai, G., Li, K., Liu, Y. & Xiao, G. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1827-1832 6 p. (ICNC-FSKD 2017 - 13th International Conference on Natural Computation, Fuzzy Systems and Knowledge Discovery).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • 2016

    Enhancing text classification with the Universum

    Liu, C-L. & Lee, C. H., 19 Oct 2016, 2016 12th International Conference on Natural Computation, Fuzzy Systems and Knowledge Discovery, ICNC-FSKD 2016. Du, J., Liu, C., Li, K., Wang, L., Tong, Z., Li, M. & Xiong, N. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1147-1153 7 p. 7603340. (2016 12th International Conference on Natural Computation, Fuzzy Systems and Knowledge Discovery, ICNC-FSKD 2016).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    2 Scopus citations
  • 2014

    Online Chinese restaurant process

    Liu, C-L., Tsai, T. H. & Lee, C. H., 1 Jan 2014, KDD 2014 - Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 591-600 10 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    6 Scopus citations
  • 2011

    Database-driven framework for RDF statements generation

    Liu, C-L. & Lee, C-H., 3 Apr 2011, TEIN 2011 - 2011 2nd ETP/IITA Conference on Telecommunication and Information. Zhou, M. (ed.). Engineering Technology Press, p. 141-145 5 p. (TEIN 2011 - 2011 2nd ETP/IITA Conference on Telecommunication and Information; vol. 1).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • 2010

    Analysis and prediction of trajectories using Bayesian network

    Liu, C-L., Jou, E. & Lee, C. H., 15 Nov 2010, Proceedings - 2010 6th International Conference on Natural Computation, ICNC 2010. IEEE, p. 3808-3812 5 p. 5583027. (Proceedings - 2010 6th International Conference on Natural Computation, ICNC 2010; vol. 7).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    8 Scopus citations
  • 2008

    Simplify multi-valued decision trees

    Liu, C-L. & Lee, C-H., 19 Dec 2008, Advances in Computation and Intelligence - Third International Symposium, ISICA 2008, Proceedings. p. 581-590 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 5370 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • 2005

    Learning sequences construction using ontology and rules

    Chen, R. Y., Tseng, S. S., Liu, C-L., Chang, C. Y. & Chen, C-S., Nov 2005, Proc. Int. Conf. on Computers in Education 2005: "Towards Sustainable and Scalable Educational Innovations Informed by the Learning Sciences"- Sharing Research Results and Exemplary Innovations, ICCE. p. 861-866 6 p. (Proc. Int. Conf. on Computers in Education 2005: "Towards Sustainable and Scalable Educational Innovations Informed by the Learning Sciences"- Sharing Research Results and Exemplary Innovations, ICCE).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    2 Scopus citations