Research output

Research output per year 2003 2012 2014 2022 2023 2024 2024

• 23 Conference contribution
• 11 Article
• 1 Review article

Research output per year

Research output per year

Search results

• 2024

  Label Distribution Representation Learning in Document-Level Sentiment Analysis

  Zhu, W., Yu, Z., Chio, K. & Luo, W., 2024, 2024 IEEE 9th International Conference on Computational Intelligence and Applications, ICCIA 2024. Institute of Electrical and Electronics Engineers Inc., p. 79-83 5 p. (2024 IEEE 9th International Conference on Computational Intelligence and Applications, ICCIA 2024).

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

  • Representation Learning 100%
  • Label Distribution 100%
  • Level Sentiment Analysis 100%
  • Opinion Mining 100%
  • Experimental Result 25%

• 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 proceeding › Conference contribution › peer-review

  • Graph Neural Network 100%
  • Neural Network Approach 100%
  • Open Source 25%
  • Research Problem 25%
  • Machine Learning Approach 25%
• 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 proceeding › Conference contribution › peer-review

  • Representation Learning 100%
  • Pattern Recognition 50%
  • Source Codes 25%
  • Data Record 25%
  • Data Preprocessing 25%

• 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 proceeding › Conference contribution › peer-review

  Open Access

  • Baseline Method 100%
  • Representation Learning 50%
  • Attention (Machine Learning) 50%
  • Deep Learning Model 50%
  • Performance Model 50%
  1 Citation (Scopus)

• 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, YAPENG., 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 proceeding › Conference contribution › peer-review

  • Training Data 100%
  • Performance Model 100%
  • Robust Design 100%
  • Deep Learning Method 100%
  • Image Interpretation 100%

• 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 proceeding › Conference contribution › peer-review

  • Reinforcement Learning 100%
  • Offline Training 100%
  • State-of-the-Art Method 50%
  • Adaptability 50%
  • Data Preprocessing 50%
  1 Citation (Scopus)

• 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 proceeding › Conference contribution › peer-review

  • Level Sentiment Analysis 100%
  • Opinion Mining 100%
  • Neural Network 50%
  • Bidirectional Encoder Representations From Transformers 50%
  • Spectral Clustering 50%
  2 Citations (Scopus)
• 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 proceeding › Conference contribution › peer-review

  • Lstm 100%
  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 proceeding › Conference contribution › peer-review

  • Ensemble Method 100%
  • Bidirectional Long Short-Term Memory Network 100%
  • Gradient Boosting 100%
  • Short-Term Memory 100%
  • Short Term Memory 100%
• 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 proceeding › Conference contribution › peer-review

  • Convolutional Neural Network 100%
  • Deep Learning Method 100%
  • Learning Model 100%
  • Learning System 33%
  • Long Short-Term Memory Network 14%
  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 proceeding › Conference contribution › peer-review

  • Trajectory Data 100%
  • Scalability 100%
  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 proceeding › Conference contribution › peer-review

  • Network Constraint 100%
  • Temporal Compression 100%
  • Trajectory Data 100%
  • Compression Algorithm 100%
  • Data Compression 33%
  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 proceeding › Conference contribution › peer-review

  • Tracking Data 100%
  • Diverse Replica 100%
  • Tracking (Position) 100%
  • Storage System 40%
  • Information Storage 20%
  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 proceeding › Conference contribution › peer-review

  • Systems Planning 100%
  • Secondary Road 100%
  • Digital Service 100%
  • Travel Planning 100%
  • Inference Method 100%
  15 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 proceeding › Conference contribution › peer-review

  • Map-Reduce 100%
  • Performance Tuning 100%
  • Configuration Parameter 33%
  • Key Distribution 33%
  • Programming Model 22%
  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 proceeding › Conference contribution › peer-review

  • Trajectory Data 100%
  • Speed-up 25%
  • Searching Algorithm 25%
  • Longest Path 25%
  • Mobile Device 25%
  194 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 proceeding › Conference contribution › peer-review

  • Storage System 100%
  • Spatiotemporal Data 100%
  • Data Analytics 100%
  • Hadoop 100%
  • Data Model 66%
  53 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 proceeding › Conference contribution › peer-review

  • Approximation (Algorithm) 100%
  • Map-Reduce 100%
  • Computation Cost 50%
  • High Dimensionality 50%
  • Mapreduce Paradigm 50%
  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 proceeding › Conference contribution › peer-review

  Open Access

  • GPS Data 100%
  • Global Positioning System 100%
  • Matching Algorithm 40%
  • Smart Transportation 40%
  • Trajectory Data 22%
  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 proceeding › Conference contribution › peer-review

  • Large Data Set 100%
  • Range Query 100%
  • Packing Algorithm 100%
  • Query Performance 100%
  • Map-Reduce 50%
  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 proceeding › Conference contribution › peer-review

  • Map-Reduce 100%
  • Clustering Algorithm 100%
  • Data Mining Technique 50%
  • Mapreduce Paradigm 50%
  • Hadoop Platform 50%
  205 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 proceeding › Conference contribution › peer-review

  • User Requirement 100%
  • Data Processing 100%
  • Information Storage 50%
  • Processing Data 50%
  • Query Processing 50%
  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 proceeding › Conference contribution › peer-review

  • Multipath 100%
  • Wireless Sensor Network 100%
  • Routing Protocol 33%
  • Routing Algorithm 33%
  • Disaster Relief 33%
  1 Citation (Scopus)