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WUMAN LUO

Associate Professor

Former affiliation
Calculated based on number of publications stored in Pure and citations from Scopus
20032024

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  • 2024

    SparseGraphSage: A Graph Neural Network Approach for Corporate Credit Rating

    Shi, S., Luo, W., Tse, R. & Pau, G., 1 Feb 2024, ICSCA 2024 - 2024 13th International Conference on Software and Computer Applications. Association for Computing Machinery, p. 124-129 6 p. (ACM International Conference Proceeding Series).

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

  • 2023

    FGRL-Net: Fine-Grained Personalized Patient Representation Learning for Clinical Risk Prediction Based on EHRs

    Chio, K. K., Zhu, W., He, L., Zhang, D., Yang, X. & Luo, W., 2023, 2023 IEEE International Conference on Systems, Man, and Cybernetics: Improving the Quality of Life, SMC 2023 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 3329-3336 8 p. (Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics).

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

  • MPRE: Multi-perspective Patient Representation Extractor for Disease Prediction

    Yu, Z., Wang, J., Luo, W., Tse, R. & Pau, G., 2023, Proceedings - 23rd IEEE International Conference on Data Mining, ICDM 2023. Chen, G., Khan, L., Gao, X., Qiu, M., Pedrycz, W. & Wu, X. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 758-767 10 p. (Proceedings - IEEE International Conference on Data Mining, ICDM).

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

    Open Access
  • On the Correlations between Performance of Deep Networks and Its Robustness to Common Image Perturbations in Medical Image Interpretation

    Chong, C. F., Fang, X., Yang, X., Luo, W. & Wang, Y., 2023, 2023 International Conference on Digital Image Computing: Techniques and Applications, DICTA 2023. Institute of Electrical and Electronics Engineers Inc., p. 426-433 8 p. (2023 International Conference on Digital Image Computing: Techniques and Applications, DICTA 2023).

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

  • OOCL-DDQN: Online Evaluation and Offline Training-Based Clipped Double DQN for Automated Anesthesia Control

    Li, H., Lin, W., Huo, J. & Luo, W., 2023, Proceedings - 2023 IEEE 29th International Conference on Parallel and Distributed Systems, ICPADS 2023. IEEE Computer Society, p. 1676-1683 8 p. (Proceedings of the International Conference on Parallel and Distributed Systems - ICPADS).

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

  • UCM: Personalized Document-Level Sentiment Analysis Based on User Correlation Mining

    Qiu, J., Yu, Z. & Luo, W., 2023, Advanced Intelligent Computing Technology and Applications - 19th International Conference, ICIC 2023, Proceedings. Huang, D-S., Premaratne, P., Jin, B., Qu, B., Jo, K-H. & Hussain, A. (eds.). Springer Science and Business Media Deutschland GmbH, p. 456-471 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14089 LNAI).

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

  • 2022

    3D-ConvLSTMNet: A Deep Spatio-Temporal Model for Traffic Flow Prediction

    He, L. & Luo, W., 2022, Proceedings - 2022 23rd IEEE International Conference on Mobile Data Management, MDM 2022. Institute of Electrical and Electronics Engineers Inc., p. 147-152 6 p. (Proceedings - IEEE International Conference on Mobile Data Management; vol. 2022-June).

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

    5 Citations (Scopus)
  • Attention-LGBM-BiLSTM: An Attention-Based Ensemble Method for Knowledge Tracing

    Shi, S., Luo, W., Tse, R. & Pau, G., 2022, Proceedings - 2022 IEEE International Conference on Teaching, Assessment and Learning for Engineering, TALE 2022. Institute of Electrical and Electronics Engineers Inc., p. 306-309 4 p. (Proceedings - 2022 IEEE International Conference on Teaching, Assessment and Learning for Engineering, TALE 2022).

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

  • 2021

    Deep Learning for COVID-19 Prediction based on Blood Test

    Yu, Z., He, L., Luo, W., Tse, R. & Pau, G., 2021, IoTBDS 2021 - Proceedings of the 6th International Conference on Internet of Things, Big Data and Security. Wills, G., Kacsuk, P. & Chang, V. (eds.). Science and Technology Publications, Lda, p. 103-111 9 p. (International Conference on Internet of Things, Big Data and Security, IoTBDS - Proceedings; vol. 2021-April).

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

    2 Citations (Scopus)
  • 2016

    A comparison of road-network-constrained trajectory compression methods

    Ji, Y., Liu, H., Liu, X., Ding, Y. & Luo, W., 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. 256-263 8 p. 7823757. (Proceedings of the International Conference on Parallel and Distributed Systems - ICPADS; vol. 0).

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

    11 Citations (Scopus)
  • Clockwise compression for trajectory data under road network constraints

    Ji, Y., Zang, Y., Luo, W., Zhou, X., Ding, Y. & Ni, L. M., 2016, Proceedings - 2016 IEEE International Conference on Big Data, Big Data 2016. Ak, R., Karypis, G., Xia, Y., Hu, X. T., Yu, P. S., Joshi, J., Ungar, L., Liu, L., Sato, A-H., Suzumura, T., Rachuri, S., Govindaraju, R. & Xu, W. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 472-481 10 p. 7840638. (Proceedings - 2016 IEEE International Conference on Big Data, Big Data 2016).

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

    12 Citations (Scopus)
  • 2014

    Exploring the use of diverse replicas for big location tracking data

    Ding, Y., Tan, H., Luo, W. & Ni, L. M., 29 Aug 2014, Proceedings - International Conference on Distributed Computing Systems. Institute of Electrical and Electronics Engineers Inc., p. 83-92 10 p. 6888885. (Proceedings - International Conference on Distributed Computing Systems).

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

    4 Citations (Scopus)
  • Inferring road type in crowdsourced map services

    Ding, Y., Zheng, J., Tan, H., Luo, W. & Ni, L. M., 2014, Database Systems for Advanced Applications - 19th International Conference, DASFAA 2014, Proceedings. PART 2 ed. Springer Verlag, p. 392-406 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8422 LNCS, no. PART 2).

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

    14 Citations (Scopus)
  • MRTune: A simulator for performance tuning of MapReduce jobs with skewed data

    Zhou, X., Luo, W. & Tan, H., 2014, 2014 20th IEEE International Conference on Parallel and Distributed Systems, ICPADS 2014 - Proceedings. IEEE Computer Society, p. 352-359 8 p. 7097828. (Proceedings of the International Conference on Parallel and Distributed Systems - ICPADS; vol. 2015-April).

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

    2 Citations (Scopus)
  • 2013

    Finding time period-based most frequent path in big trajectory data

    Luo, W., Tan, H., Chen, L. & Ni, L. M., 2013, SIGMOD 2013 - International Conference on Management of Data. p. 713-724 12 p. (Proceedings of the ACM SIGMOD International Conference on Management of Data).

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

    186 Citations (Scopus)
  • 2012

    CloST: A hadoop-based storage system for big spatio-temporal data analytics

    Tan, H., Luo, W. & Ni, L. M., 2012, CIKM 2012 - Proceedings of the 21st ACM International Conference on Information and Knowledge Management. p. 2139-2143 5 p. (ACM International Conference Proceeding Series).

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

    51 Citations (Scopus)
  • Efficient similarity joins on massive high-dimensional datasets using MapReduce

    Luo, W., Tan, H., Mao, H. & Ni, L. M., 2012, Proceedings - 2012 IEEE 13th International Conference on Mobile Data Management, MDM 2012. IEEE Computer Society, p. 1-10 10 p. 6341368. (Proceedings - 2012 IEEE 13th International Conference on Mobile Data Management, MDM 2012).

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

    25 Citations (Scopus)
  • Exploration of ground truth from raw GPS data

    Mao, H., Luo, W., Tan, H., Ni, L. M. & Xiao, N., 2012, International Workshop on Urban Computing, UrbComp 2012 - Held in Conjunction with KDD 2012. p. 118-125 8 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

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

    Open Access
    5 Citations (Scopus)
  • On packing very large R-trees

    Tan, H., Luo, W., Mao, H. & Ni, L. M., 2012, Proceedings - 2012 IEEE 13th International Conference on Mobile Data Management, MDM 2012. p. 99-104 6 p. 6341379. (Proceedings - 2012 IEEE 13th International Conference on Mobile Data Management, MDM 2012).

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

    4 Citations (Scopus)
  • 2011

    MR-DBSCAN: An efficient parallel density-based clustering algorithm using MapReduce

    He, Y., Tan, H., Luo, W., Mao, H., Ma, D., Feng, S. & Fan, J., 2011, Proceedings - 2011 17th IEEE International Conference on Parallel and Distributed Systems, ICPADS 2011. p. 473-480 8 p. 6121313. (Proceedings of the International Conference on Parallel and Distributed Systems - ICPADS).

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

    201 Citations (Scopus)
  • 2010

    Data vitalization: A new paradigm for large-scale dataset analysis

    Xiong, Z., Luo, W., Chen, L. & Ni, L. M., 2010, Proceedings - 16th International Conference on Parallel and Distributed Systems, ICPADS 2010. p. 251-258 8 p. 5695610. (Proceedings of the International Conference on Parallel and Distributed Systems - ICPADS).

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

    25 Citations (Scopus)
  • 2008

    Multi-path GEM for routing in wireless sensor networks

    Ye, Q., Huang, Y., Reddin, A., Wang, L. & Luo, W., 2008, Wireless Algorithms, Systems, and Applications - Third International Conference, WASA 2008, Proceedings. Springer Verlag, p. 121-133 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 5258 LNCS).

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

    1 Citation (Scopus)
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