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
1993 …2024

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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

    4 Scopus citations
  • IPreMom: A Continual Learning-Based Image Rating Framework for Infant Precious Moments Capturing

    Huang, Y., Tseng, J. H., Hsiao, C. J., Hung, H. M. & Tseng, V. S., 25 Apr 2022, Proceedings of the 37th ACM/SIGAPP Symposium on Applied Computing, SAC 2022. Association for Computing Machinery, p. 1382-1390 9 p. (Proceedings of the ACM Symposium on Applied Computing).

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

  • 2021

    Boosting Multi-task Learning Through Combination of Task Labels - with Applications in ECG Phenotyping

    Hsieh, M. E. & Tseng, V. S., 2021, 35th AAAI Conference on Artificial Intelligence, AAAI 2021. Association for the Advancement of Artificial Intelligence, p. 7771-7779 9 p. (35th AAAI Conference on Artificial Intelligence, AAAI 2021; vol. 9A).

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

    6 Scopus citations
  • GAWD: Graph anomaly detection in weighted directed graph databases

    Lee, M. C., Nguyen, H. T., Berberidis, DI., Tseng, V. S. & Akoglu, L., 8 Nov 2021, Proceedings of the 2021 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2021. Coscia, M., Cuzzocrea, A. & Shu, K. (eds.). Association for Computing Machinery, Inc, p. 143-150 8 p. (Proceedings of the 2021 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2021).

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

    Open Access
    7 Scopus citations
  • Stable High Utility Itemset Mining

    Hackman, A., Huang, Y., Fournier-Viger, P. & Tseng, V., 29 Nov 2021, 23rd International Conference on Information Integration and Web Intelligence, iiWAS 2021 - Proceedings. Pardede, E., Santiago, M-I., Haghighi, P. D., Steinbauer, M., Khalil, I. & Kotsis, G. (eds.). Association for Computing Machinery, p. 296-302 7 p. (ACM International Conference Proceeding Series).

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

    1 Scopus citations
  • 2020

    An Effective and Efficient Algorithm for Detecting Exact Deletion Breakpoints from Viral Next-Generation Sequencing Data

    Cheng, J. H., Liu, W. C., Chang, T. T., Hsieh, S. Y. & Tseng, V. S., Dec 2020, Proceedings - 2020 International Computer Symposium, ICS 2020. Institute of Electrical and Electronics Engineers Inc., p. 147-152 6 p. 9359089. (Proceedings - 2020 International Computer Symposium, ICS 2020).

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

    Open Access
    1 Scopus citations
  • AutoAudit: Mining Accounting and Time-Evolving Graphs

    Lee, M. C., Zhao, Y., Wang, A., Liang, P. J., Akoglu, L., Tseng, V. S. & Faloutsos, C., 10 Dec 2020, Proceedings - 2020 IEEE International Conference on Big Data, Big Data 2020. Wu, X., Jermaine, C., Xiong, L., Hu, X. T., Kotevska, O., Lu, S., Xu, W., Aluru, S., Zhai, C., Al-Masri, E., Chen, Z. & Saltz, J. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 950-956 7 p. 9378346. (Proceedings - 2020 IEEE International Conference on Big Data, Big Data 2020).

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

    Open Access
    10 Scopus citations
  • Enhancing Stock Trend Prediction Models by Mining Relational Graphs of Stock Prices

    Li, H. Y., Tseng, V. S. & Yu, P. S., Dec 2020, Proceedings - 2020 International Conference on Pervasive Artificial Intelligence, ICPAI 2020. Institute of Electrical and Electronics Engineers Inc., p. 110-117 8 p. 9302704. (Proceedings - 2020 International Conference on Pervasive Artificial Intelligence, ICPAI 2020).

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

    1 Scopus citations
  • PURL: Periodic user representation learning from temporal event records for personalized health management

    Huang, Y., Hsu, C. L. & Tseng, V. S-M., Feb 2020, Proceedings - 2020 IEEE International Conference on Big Data and Smart Computing, BigComp 2020. Lee, W., Chen, L., Moon, Y-S., Bourgeois, J., Bennis, M., Li, Y-F., Ha, Y-G., Kwon, H-Y. & Cuzzocrea, A. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 358-365 8 p. 9070765. (Proceedings - 2020 IEEE International Conference on Big Data and Smart Computing, BigComp 2020).

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

    2 Scopus citations
  • 2019

    An efficient algorithm for mining high utility quantitative itemsets

    Li, C. H., Wu, C. W., Huang, J. T. & Tseng, V. S., Nov 2019, Proceedings - 19th IEEE International Conference on Data Mining Workshops, ICDMW 2019. Papapetrou, P., Cheng, X. & He, Q. (eds.). IEEE Computer Society, p. 1005-1012 8 p. 8955580. (IEEE International Conference on Data Mining Workshops, ICDMW; vol. 2019-November).

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

    7 Scopus citations
  • DeepIdentifier: A Deep Learning-Based Lightweight Approach for User Identity Recognition

    Lee, M. C., Huang, Y., Ying, J. J. C., Chen, C. & Tseng, V. S-M., 21 Nov 2019, Advanced Data Mining and Applications - 15th International Conference, ADMA 2019, Proceedings: 15th International Conference, ADMA 2019, Dalian, China, November 21–23, 2019, Proceedings. Li, J., Wang, S., Qin, S., Li, X. & Wang, S. (eds.). Springer, p. 389-405 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11888 LNAI, no. 1).

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

    4 Scopus citations
  • 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

    22 Scopus citations
  • Long-term traffic time prediction using deep learning with integration of weather effect

    Chou, C. H., Huang, Y., Huang, C. Y. & Tseng, V. S-M., 2019, Advances in Knowledge Discovery and Data Mining - 23rd Pacific-Asia Conference, PAKDD 2019, Proceedings. Yang, Q., Gong, Z., Huang, S-J., Zhou, Z-H. & Zhang, M-L. (eds.). Springer Verlag, p. 123-135 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11440 LNAI).

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

    15 Scopus citations
  • Mining Emerging High Utility Itemsets over Streaming Database

    Hackman, A., Huang, Y., Yu, P. S. & Tseng, V. S., 19 Nov 2019, Advanced Data Mining and Applications - 15th International Conference, ADMA 2019, Proceedings. Li, J., Wang, S., Qin, S., Li, X. & Wang, S. (eds.). Springer, p. 3-16 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11888 LNAI).

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

    4 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

    27 Scopus citations
  • Parallel mining of Top-k high utility itemsets in spark in-memory computing architecture

    Lin, C. H., Wu, C. W., Huang, J. T. & Tseng, V. S-M., 2019, Advances in Knowledge Discovery and Data Mining - 23rd Pacific-Asia Conference, PAKDD 2019, Proceedings. Zhou, Z-H., Zhang, M-L., Huang, S-J., Yang, Q. & Gong, Z. (eds.). Springer Verlag, p. 253-265 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11440 LNAI).

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

    6 Scopus citations
  • Robust sensor-based human activity recognition with snippet consensus neural networks

    Huang, Y., Lee, M. C., Tseng, V. S., Hsiao, C. J. & Huang, C. C., May 2019, 2019 IEEE 16th International Conference on Wearable and Implantable Body Sensor Networks, BSN 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 8771073. (2019 IEEE 16th International Conference on Wearable and Implantable Body Sensor Networks, BSN 2019 - Proceedings).

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

    4 Scopus citations
  • 2018

    A Big Data Analytical Framework for Sports Behavior Mining and Personalized Health Services

    Tseng, S., Chou, C. H., Yang, K. Q. & Tseng, J. C. C., 9 May 2018, Proceedings - 2017 Conference on Technologies and Applications of Artificial Intelligence, TAAI 2017. Institute of Electrical and Electronics Engineers Inc., p. 178-183 6 p. (Proceedings - 2017 Conference on Technologies and Applications of Artificial Intelligence, TAAI 2017).

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

    17 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

    16 Scopus citations
  • Effective risk assessment of type 2 diabetes using diagnostic information retrieval

    Chin, C. Y., Hsieh, S. Y. & Tseng, V. S-M., 2 Jul 2018, Proceedings - 2018 Joint 10th International Conference on Soft Computing and Intelligent Systems and 19th International Symposium on Advanced Intelligent Systems, SCIS-ISIS 2018. Institute of Electrical and Electronics Engineers Inc., p. 200-204 5 p. 8716142. (Proceedings - 2018 Joint 10th International Conference on Soft Computing and Intelligent Systems and 19th International Symposium on Advanced Intelligent Systems, SCIS-ISIS 2018).

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

  • Emerging Product Topics Prediction in Social Media without Social Structure Information

    Peng, S., Tseng, V. S., Liang, C. W. & Shan, M. K., 23 Apr 2018, The Web Conference 2018 - Companion of the World Wide Web Conference, WWW 2018. Association for Computing Machinery, Inc, p. 1661-1668 8 p. (The Web Conference 2018 - Companion of the World Wide Web Conference, WWW 2018).

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

    Open Access
    3 Scopus citations
  • Mining Life Patterns from Wearable Sensors Data for Elderly Anomaly Detection

    Tsai, C. H., Chu, C. H., Liu, S. W., Hsieh, S. Y. & Tseng, S., 9 May 2018, Proceedings - 2017 Conference on Technologies and Applications of Artificial Intelligence, TAAI 2017. Institute of Electrical and Electronics Engineers Inc., p. 66-71 6 p. (Proceedings - 2017 Conference on Technologies and Applications of Artificial Intelligence, TAAI 2017).

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

    1 Scopus citations
  • Mining trending high utility itemsets from temporal transaction databases

    Hackman, A., Huang, Y. & Tseng, S., 2018, Database and Expert Systems Applications - 29th International Conference, DEXA 2018, Proceedings. Pernul, G., Hartmann, S., Ma, H., Hameurlain, A. & Wagner, R. R. (eds.). Springer Verlag, p. 461-470 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11030 LNCS).

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

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

    Huang, H. S., Liu, C-L. & Tseng, V. S., 2 Jul 2018, Proceedings - 2018 IEEE 5th International Conference on Data Science and Advanced Analytics, DSAA 2018. Bonchi, F., Provost, F., Eliassi-Rad, T., Wang, W., Cattuto, C. & Ghani, R. (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

    20 Scopus citations
  • Music Recommendation Based on Information of User Profiles, Music Genres and User Ratings

    Su, J. H., Chin, C. Y., Yang, H. C., Tseng, S. & Hsieh, S. Y., 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. 528-538 11 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

    5 Scopus citations
  • 2017

    A fast fourier transform-coupled machine learning-based ensemble model for disease risk prediction using a real-life dataset

    Lafta, R., Zhang, J., Tao, X., Li, Y., Abbas, W., Luo, Y., Chen, F. & Tseng, S., 1 Jan 2017, Advances in Knowledge Discovery and Data Mining - 21st Pacific-Asia Conference, PAKDD 2017, Proceedings. Shim, K., Lee, J-G., Cao, L., Lin, X., Kim, J. & Moon, Y-S. (eds.). Springer Verlag, p. 654-670 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10234 LNAI).

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

    12 Scopus citations
  • Early classification of multivariate time series on distributed and in-memory platforms

    Tseng, V. S., Huang, H. S., Huang, C. W., Wang, P. F. & Li, C. F., 2017, Trends and Applications in Knowledge Discovery and Data Mining - PAKDD 2017 Workshops, MLSDA, BDM, DM-BPM, Revised Selected Papers. Moon, Y-S., Kang, U., Yu, J. X. & Lim, E-P. (eds.). Springer Verlag, p. 3-14 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10526 LNAI).

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

  • Efficient big image data retrieval using clustering index and parallel computation

    Su, J. H., Chin, C. Y., Li, J. Y. & Tseng, V. S., 1 Jul 2017, Proceedings - 2017 IEEE 8th International Conference on Awareness Science and Technology, iCAST 2017. Institute of Electrical and Electronics Engineers Inc., p. 182-187 6 p. (Proceedings - 2017 IEEE 8th International Conference on Awareness Science and Technology, iCAST 2017; vol. 2018-January).

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

    2 Scopus citations
  • Efficient multi-destinations route planning with deadlines and cost constraints

    Huang, Y., Lin, B. H. & Tseng, S., 29 Jun 2017, Proceedings - 18th IEEE International Conference on Mobile Data Management, MDM 2017. Institute of Electrical and Electronics Engineers Inc., p. 228-233 6 p. 7962456. (Proceedings - 18th IEEE International Conference on Mobile Data Management, MDM 2017).

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

    3 Scopus citations
  • Long-term user location prediction using deep learning and periodic pattern mining

    Wong, M. H., Tseng, S., Tseng, J. C. C., Liu, S. W. & Tsai, C. H., 2017, Advanced Data Mining and Applications - 13th International Conference, ADMA 2017, Proceedings. Peng, W-C., Zhang, W. E., Cong, G., Sun, A. & Li, C. (eds.). Springer Verlag, p. 582-594 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10604 LNAI).

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

    15 Scopus citations
  • Mining high-utility itemsets with both positive and negative unit profits from uncertain databases

    Gan, W., Lin, J. C. W., Fournier-Viger, P., Chao, H. C. & Tseng, S., 1 Jan 2017, Advances in Knowledge Discovery and Data Mining - 21st Pacific-Asia Conference, PAKDD 2017, Proceedings. Shim, K., Lee, J-G., Cao, L., Lin, X., Kim, J. & Moon, Y-S. (eds.). Springer Verlag, p. 434-446 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10234 LNAI).

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

    20 Scopus citations
  • 2016

    An intelligent recommender system based on short-term risk prediction for heart disease patients

    Lafta, R., Zhang, J., Tao, X., Li, Y. & Tseng, V. S-M., 2 Feb 2016, Proceedings - 2015 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology, WI-IAT 2015. Institute of Electrical and Electronics Engineers Inc., p. 102-105 4 p. 7397432. (Proceedings - 2015 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology, WI-IAT 2015).

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

    Open Access
    25 Scopus citations
  • An interactive healthcare system with personalized diet and exercise guideline recommendation

    Tseng, J. C. C., Lin, B. H., Lin, Y. F., Tseng, S., Day, M. L., Wang, S. C., Lo, K. R. & Yang, Y. C., 12 Feb 2016, TAAI 2015 - 2015 Conference on Technologies and Applications of Artificial Intelligence. Institute of Electrical and Electronics Engineers Inc., p. 525-532 8 p. 7407106. (TAAI 2015 - 2015 Conference on Technologies and Applications of Artificial Intelligence).

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

    20 Scopus citations
  • A scalable complex event analytical system with incremental episode mining over data streams

    Tseng, J. C. C., Gu, J. Y., Wang, P. F., Chen, C. Y., Li, C. F. & Tseng, S., 14 Nov 2016, 2016 IEEE Congress on Evolutionary Computation, CEC 2016. Institute of Electrical and Electronics Engineers Inc., p. 648-655 8 p. 7743854. (2016 IEEE Congress on Evolutionary Computation, CEC 2016).

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

    8 Scopus citations
  • Efficient closed high-utility itemset mining

    Fournier-Viger, P., Zida, S., Lin, J. C. W., Wu, C. W. & Tseng, S., 4 Apr 2016, 2016 Symposium on Applied Computing, SAC 2016. Association for Computing Machinery, p. 898-900 3 p. (Proceedings of the ACM Symposium on Applied Computing; vol. 04-08-April-2016).

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

    1 Scopus citations
  • Efficient mining of uncertain data for high-utility itemsets

    Lin, J. C. W., Gan, W., Fournier-Viger, P., Hong, T. P. & Tseng, S., 1 Jan 2016, Web-Age Information Management - 17th International Conference, WAIM 2016, Proceedings. Xu, J., Zhang, N., Liu, D., Cui, B. & Lian, X. (eds.). Springer Verlag, p. 17-30 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9658).

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

    1 Scopus citations
  • EFIM-closed: Fast and memory efficient discovery of closed high-utility itemsets

    Fournier-Viger, P., Zida, S., Lin, J. C. W., Wu, C. W. & Tseng, S., 2016, Machine Learning and Data Mining in Pattern Recognition - 12th International Conference, MLDM 2016, Proceedings. Perner, P. (ed.). Springer Verlag, p. 199-213 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9729).

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

    53 Scopus citations
  • IRS-HD: An intelligent personalized recommender system for heart disease patients in a tele-health environment

    Lafta, R., Zhang, J., Tao, X., Li, Y. & Tseng, V. S-M., 2016, Advanced Data Mining and Applications - 12th International Conference, ADMA 2016, Proceedings. Li, J., Li, X., Wang, S., Li, J. & Sheng, Q. Z. (eds.). Springer Verlag, p. 803-806 4 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10086 LNAI).

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

    Open Access
    1 Scopus citations
  • Mining closed+ high utility itemsets without candidate generation

    Wu, C. W., Fournier-Viger, P., Gu, J. Y. & Tseng, V. S., 12 Feb 2016, TAAI 2015 - 2015 Conference on Technologies and Applications of Artificial Intelligence. Institute of Electrical and Electronics Engineers Inc., p. 187-194 8 p. 7407089. (TAAI 2015 - 2015 Conference on Technologies and Applications of Artificial Intelligence).

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

    Open Access
    53 Scopus citations
  • Mining disease sequential risk patterns from nationwide clinical databases for early assessment of chronic obstructive pulmonary disease

    Cheng, Y. T., Lin, Y. F., Chiang, K. H. & Tseng, V. S-M., 18 Apr 2016, 3rd IEEE EMBS International Conference on Biomedical and Health Informatics, BHI 2016. Institute of Electrical and Electronics Engineers Inc., p. 324-327 4 p. 7455900. (3rd IEEE EMBS International Conference on Biomedical and Health Informatics, BHI 2016).

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

    2 Scopus citations
  • Mining minimal high-utility itemsets

    Fournier-Viger, P., Lin, J. C. W., Wu, C. W., Tseng, S. & Faghihi, U., 1 Jan 2016, Database and Expert Systems Applications - 27th International Conference, DEXA 2016, Proceedings. Hartmann, S. & Ma, H. (eds.). Springer Verlag, p. 88-101 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9827 LNCS).

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

    18 Scopus citations
  • PFrauDetector: A parallelized graph mining approach for efficient fraudulent phone call detection

    Ying, J. J. C., Zhang, J., Huang, C. W., Chen, K. T. & Tseng, V. S., 2 Jul 2016, Proceedings - 22nd IEEE International Conference on Parallel and Distributed Systems, ICPADS 2016. Liao, X., Lovas, R., Shen, X. & Zheng, R. (eds.). IEEE Computer Society, p. 1059-1066 8 p. 7823855. (Proceedings of the International Conference on Parallel and Distributed Systems - ICPADS; vol. 0).

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

    Open Access
    8 Scopus citations
  • UP-Miner: A Utility Pattern Mining Toolbox

    Tseng, V. S-M., Wu, C. W., Lin, J. H. & Fournier-Viger, P., 29 Jan 2016, Proceedings - 15th IEEE International Conference on Data Mining Workshop, ICDMW 2015. Wu, X., Tuzhilin, A., Xiong, H., Dy, J. G., Aggarwal, C., Zhou, Z-H. & Cui, P. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1656-1659 4 p. 7395881. (Proceedings - 15th IEEE International Conference on Data Mining Workshop, ICDMW 2015).

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

    6 Scopus citations
  • 2015

    A novel complex-events analytical system using episode pattern mining techniques

    Tseng, J. C. C., Gu, J. Y., Wang, P. F., Chen, C. Y. & Tseng, V. S-M., 1 Jan 2015, Intelligence Science and Big Data Engineering: Big Data and Machine Learning Techniques - 5th International Conference, IScIDE 2015, Revised Selected Papers. Zhou, Z-H., Fu, B., Hu, F., Zhang, Z., Liu, Z-Y., Zhang, Y., He, X. & Gao, X. (eds.). Springer Verlag, p. 487-498 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9243).

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

    4 Scopus citations
  • CPT+: Decreasing the time/space complexity of the compact prediction tree

    Gueniche, T., Fournier-Viger, P., Raman, R. & Tseng, S., 1 Jan 2015, Advances in Knowledge Discovery and Data Mining - 19th Pacific-Asia Conference, PAKDD 2015, Proceedings. Cao, T., Lim, E-P., Ho, T-B., Zhou, Z-H., Motoda, H. & Cheung, D. (eds.). Springer Verlag, p. 625-636 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9078).

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

    54 Scopus citations
  • Efficient mining of frequent target episodes from complex event sequences

    Lin, Y. F., Jiang, P. W. & Tseng, V. S-M., 1 Jan 2015, Intelligent Systems and Applications - Proceedings of the International Computer Symposium, ICS 2014. Chu, W. C-C., Yang, S. J-H. & Chao, H-C. (eds.). IOS Press, p. 501-510 10 p. (Frontiers in Artificial Intelligence and Applications; vol. 274).

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

    1 Scopus citations
  • Efficient mining of high-utility sequential rules

    Zida, S., Fournier-Viger, P., Wu, C. W., Lin, J. C. W. & Tseng, V. S., 1 Jan 2015, Machine Learning and Data Mining in Pattern Recognition - 11th International Conference, MLDM 2015, Proceedings. Perner, P. (ed.). Springer Verlag, p. 157-171 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9166).

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

    46 Scopus citations
  • EFIM: A highly efficient algorithm for high-utility itemset mining

    Zida, S., Fournier-Viger, P., Lin, J. C. W., Wu, C. W. & Tseng, V. S-M., 2015, Advances in Artificial Intelligence and Soft Computing - 14th Mexican International Conference on Artificial Intelligence, MICAI 2015, Proceedings. Sidorov, G. & Galicia-Haro, S. N. (eds.). Springer Verlag, p. 530-546 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9413).

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

    Open Access
    137 Scopus citations
  • FrauDetector: A graph-mining-based framework for fraudulent phone call detection

    Tseng, S., Ying, J. J. C., Huang, C. W., Kao, Y. & Chen, K. T., 10 Aug 2015, KDD 2015 - Proceedings of the 21st ACM SIGKDD Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 2157-2166 10 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining; vol. 2015-August).

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

    38 Scopus citations
  • Hewin: High expected weighted itemset mining in uncertain databases

    Lin, J. C. W., Gan, W., Hong, T. P. & Tseng, S., 30 Nov 2015, Proceedings of 2015 International Conference on Machine Learning and Cybernetics, ICMLC 2015. IEEE Computer Society, p. 439-444 6 p. 7340961. (Proceedings - International Conference on Machine Learning and Cybernetics; vol. 1).

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

    1 Scopus citations