Wuman Luo

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 17

Top Topics

Medical Image Interpretation

Top Venues

IEEE J. Biomed. Health Informatics

Publications

Ziyue Yu, Jiayi Wang, Wuman Luo, Rita Tse, Giovanni Pau
MPRE: Multi-perspective Patient Representation Extractor for Disease Prediction. CoRR (2024)
Si Shi, Wuman Luo, Rita Tse, Giovanni Pau
SparseGraphSage: A Graph Neural Network Approach for Corporate Credit Rating. ICSCA (2024)
Chak Fong Chong, Xinyi Fang, Xu Yang, Wuman Luo, Yapeng Wang
On the Correlations between Performance of Deep Networks and Its Robustness to Common Image Perturbations in Medical Image Interpretation. DICTA (2023)
KaKit Chio, Wenhao Zhu, Lihua He, Dian Zhang, Xu Yang, Wuman Luo
FGRL-Net: Fine-Grained Personalized Patient Representation Learning for Clinical Risk Prediction Based on EHRs. SMC (2023)
Chak Fong Chong, Yapeng Wang, Benjamin K. Ng, Wuman Luo, Xu Yang
Image projective transformation rectification with synthetic data for smartphone-captured chest X-ray photos classification. Comput. Biol. Medicine 164 (2023)
Ziyue Yu, Wuman Luo, Rita Tse, Giovanni Pau
DMNet: A Personalized Risk Assessment Framework for Elderly People With Type 2 Diabetes. IEEE J. Biomed. Health Informatics 27 (3) (2023)
Huijie Li, Wei Lin, Jian Huo, Wuman Luo
OOCL-DDQN: Online Evaluation and Offline Training-Based Clipped Double DQN for Automated Anesthesia Control. ICPADS (2023)
Jiayue Qiu, Ziyue Yu, Wuman Luo
UCM: Personalized Document-Level Sentiment Analysis Based on User Correlation Mining. ICIC (4) (2023)
Ziyue Yu, Jiayi Wang, Wuman Luo, Rita Tse, Giovanni Pau
MPRE: Multi-perspective Patient Representation Extractor for Disease Prediction. ICDM (2023)
Si Shi, Rita Tse, Wuman Luo, Stefano D'Addona, Giovanni Pau
Machine learning-driven credit risk: a systemic review. Neural Comput. Appl. 34 (17) (2022)
Ziyue Yu, Lihua He, Wuman Luo, Rita Tse, Giovanni Pau
Deep Learning Hybrid Models for COVID-19 Prediction. J. Glob. Inf. Manag. 30 (10) (2022)
Si Shi, Wuman Luo, Rita Tse, Giovanni Pau
Attention-LGBM-BiLSTM: An Attention-Based Ensemble Method for Knowledge Tracing. TALE (2022)
Lihua He, Wuman Luo
3D-ConvLSTMNet: A Deep Spatio-Temporal Model for Traffic Flow Prediction. MDM (2022)
Ziyue Yu, Lihua He, Wuman Luo, Rita Tse, Giovanni Pau
Deep Learning for COVID-19 Prediction based on Blood Test. IoTBDS (2021)
Qing Liao, Haoyu Tan, Wuman Luo, Ye Ding
Diverse Mobile System for Location-Based Mobile Data. Wirel. Commun. Mob. Comput. 2018 (2018)
Yudian Ji, Hao Liu, Xiaoying Liu, Ye Ding, Wuman Luo
A Comparison of Road-Network-Constrained Trajectory Compression Methods. ICPADS (2016)
Yudian Ji, Yuda Zang, Wuman Luo, Xibo Zhou, Ye Ding, Lionel M. Ni
Clockwise compression for trajectory data under road network constraints. IEEE BigData (2016)
Ye Ding, Haoyu Tan, Wuman Luo, Lionel M. Ni
Exploring the Use of Diverse Replicas for Big Location Tracking Data. ICDCS (2014)
Ye Ding, Jiangchuan Zheng, Haoyu Tan, Wuman Luo, Lionel M. Ni
Inferring Road Type in Crowdsourced Map Services. DASFAA (2) (2014)
Yaobin He, Haoyu Tan, Wuman Luo, Shengzhong Feng, Jianping Fan
MR-DBSCAN: a scalable MapReduce-based DBSCAN algorithm for heavily skewed data. Frontiers Comput. Sci. 8 (1) (2014)
Xibo Zhou, Wuman Luo, Haoyu Tan
MRTune: A simulator for performance tuning of MapReduce jobs with skewed data. ICPADS (2014)
Wuman Luo, Haoyu Tan, Lei Chen, Lionel M. Ni
Finding time period-based most frequent path in big trajectory data. SIGMOD Conference (2013)
Haoyu Tan, Wuman Luo, Huajian Mao, Lionel M. Ni
On Packing Very Large R-trees. MDM (2012)
Haoyu Tan, Wuman Luo, Lionel M. Ni
CloST: a hadoop-based storage system for big spatio-temporal data analytics. CIKM (2012)
Huajian Mao, Wuman Luo, Haoyu Tan, Lionel M. Ni, Nong Xiao
Exploration of ground truth from raw GPS data. UrbComp@KDD (2012)
Wuman Luo, Haoyu Tan, Huajian Mao, Lionel M. Ni
Efficient Similarity Joins on Massive High-Dimensional Datasets Using MapReduce. MDM (2012)
Yaobin He, Haoyu Tan, Wuman Luo, Huajian Mao, Di Ma, Shengzhong Feng, Jianping Fan
MR-DBSCAN: An Efficient Parallel Density-Based Clustering Algorithm Using MapReduce. ICPADS (2011)
Zhang Xiong, Wuman Luo, Lei Chen, Lionel M. Ni
Data Vitalization: A New Paradigm for Large-Scale Dataset Analysis. ICPADS (2010)
Qiang Ye, Yuxing Huang, Andrew Reddin, Lei Wang, Wuman Luo
Multi-path GEM for Routing in Wireless Sensor Networks. WASA (2008)