Xiuju Fu

Publication Activity (10 Years)

Years Active: 2001-2024
Publications (10 Years): 24

Top Topics

Big Data Analytics

Top Venues

IEEE Trans. Intell. Transp. Syst.

Publications

Xiaocai Zhang, Zhe Xiao, Xiuju Fu, Xiaoyang Wei, Tao Liu, Ran Yan, Zheng Qin, Jianjia Zhang
A Viewpoint Adaptation Ensemble Contrastive Learning framework for vessel type recognition with limited data. Expert Syst. Appl. 238 (Part E) (2024)
Xiaocai Zhang, Xiuju Fu, Zhe Xiao, Haiyan Xu, Xiaoyang Wei, Jimmy Koh, Daichi Ogawa, Zheng Qin
Prediction of Vessel Arrival Time to Pilotage Area Using Multi-Data Fusion and Deep Learning. CoRR (2024)
Xiaocai Zhang, Xiuju Fu, Zhe Xiao, Haiyan Xu, Xiaoyang Wei, Jimmy Koh, Daichi Ogawa, Zheng Qin
Prediction of Vessel Arrival Time to Pilotage Area Using Multi-Data Fusion and Deep Learning. ITSC (2023)
Zhe Xiao, Xiuju Fu, Liangbin Zhao, Liye Zhang, Tze Kern Teo, Ning Li, Wanbing Zhang, Zheng Qin
Next-Generation Vessel Traffic Services Systems - From "Passive" to "Proactive". IEEE Intell. Transp. Syst. Mag. 15 (1) (2023)
Yiqi Seow, Xiaofeng Yin, Haiyan Xu, Xiuju Fu, Zheng Qin, Hong Kiat Tan, Li Yang Hsu, Kiesha Prem, Sze Wee Tan
Evaluating the Covid-19 Screening Regime for Cross-Border Workers. WSC (2022)
Xiaocai Zhang, Xiuju Fu, Zhe Xiao, Haiyan Xu, Zheng Qin
Vessel Trajectory Prediction in Maritime Transportation: Current Approaches and Beyond. IEEE Trans. Intell. Transp. Syst. 23 (11) (2022)
Deqing Zhai, Xiuju Fu, Xiaofeng Yin, Haiyan Xu, Wanbing Zhang, Ning Li
Optimizing Coordinative Schedules for Tanker Terminals: An Intelligent Large Spatial-Temporal Data-Driven Approach - Part 2. CoRR (2022)
Deqing Zhai, Xiuju Fu, Xiaofeng Yin, Haiyan Xu, Wanbing Zhang, Ning Li
Optimizing Coordinative Schedules for Tanker Terminals: An Intelligent Large Spatial-Temporal Data-Driven Approach - Part 1. CoRR (2022)
Deqing Zhai, Xiuju Fu, Xiaofeng Yin, Haiyan Xu, Wanbing Zhang, Ning Li
Constructing Trajectory and Predicting Estimated Time of Arrival for Long Distance Travelling Vessels: A Probability Density-based Scanning Approach. CoRR (2022)
Rong Zhou, Haiyan Xu, Xiuju Fu, Xiaofeng Yin, Zheng Qin, Liangbin Zhao, Pramod Verma, Mikael Lind
Maritime Disruption Impact Evaluation Using Simulation and Big Data Analytics. WSC (2022)
Liangbin Zhao, Xiuju Fu
A Method for Correcting the Closest Point of Approach Index During Vessel Encounters Based on Dimension Data From AIS. IEEE Trans. Intell. Transp. Syst. 23 (8) (2022)
Deqing Zhai, Xiuju Fu, Xiaofeng Yin, Haiyan Xu, Wanbing Zhang
Predicting Berth Stay for Tanker Terminals: A Systematic and Dynamic Approach. CoRR (2022)
Zhe Xiao, Xiuju Fu, Liye Zhang, Wanbing Zhang, Ryan Wen Liu, Zhao Liu, Rick Siow Mong Goh
Big Data Driven Vessel Trajectory and Navigating State Prediction With Adaptive Learning, Motion Modeling and Particle Filtering Techniques. IEEE Trans. Intell. Transp. Syst. 23 (4) (2022)
Zhe Xiao, Liye Zhang, Xiuju Fu, Wanbing Zhang, Joey Tianyi Zhou, Rick Siow Mong Goh
Concurrent Processing Cluster Design to Empower Simultaneous Prediction for Hundreds of Vessels' Trajectories in Near Real-Time. IEEE Trans. Syst. Man Cybern. Syst. 51 (3) (2021)
Zhe Xiao, Xiuju Fu, Liye Zhang, Rick Siow Mong Goh
Traffic Pattern Mining and Forecasting Technologies in Maritime Traffic Service Networks: A Comprehensive Survey. IEEE Trans. Intell. Transp. Syst. 21 (5) (2020)
Hai-Yan Xu, Vasundhara Jayaraman, Xiuju Fu, Nasri Bin Othman, Wanbing Zhang, Xiaofeng Yin, Deqing Zhai, Rick Siow Mong Goh
Efficient Compression and Preprocessing for Facilitating Large Scale Spatiotemporal Data Mining - A Case Study based on Automatic Identification System Data. IEEM (2019)
Deqing Zhai, Xiuju Fu, Hai-Yan Xu, Xiaofeng Yin, Jayaraman Vasundhara, Wanbing Zhang, Rick Siow Mong Goh
Optimization and Simulation on Tanker Vessels Scheduling for Efficient Terminal Operations. IEEM (2019)
Jesus Felix Bayta Valenzuela, Xiuju Fu, Gaoxi Xiao, Rick Siow Mong Goh
A Network-Based Impact Measure for Propagated Losses in a Supply Chain Network Consisting of Resilient Components. Complex. 2018 (2018)
Zhe Xiao, Jingjing Yang, Ming Huang, Loganathan Ponnambalam, Xiuju Fu, Rick Siow Mong Goh
QLDS: A Novel Design Scheme for Trajectory Privacy Protection with Utility Guarantee in Participatory Sensing. IEEE Trans. Mob. Comput. 17 (6) (2018)
Zhe Xiao, Xiuju Fu, Rick Siow Mong Goh
Data Privacy-Preserving Automation Architecture for Industrial Data Exchange in Smart Cities. IEEE Trans. Ind. Informatics 14 (6) (2018)
Haobin Li, Xiuju Fu, Xiaofeng Yin, Giulia Pedrielli, Loo Hay Lee
Optimal design of master-worker architecture for parallelized simulation optimization. WSC (2017)
Zhe Xiao, Loganathan Ponnambalam, Xiuju Fu, Wanbing Zhang
Maritime Traffic Probabilistic Forecasting Based on Vessels' Waterway Patterns and Motion Behaviors. IEEE Trans. Intell. Transp. Syst. 18 (11) (2017)
Zhe Xiao, Xiuju Fu, Liye Zhang, Loganathan Ponnambalam, Rick Siow Mong Goh
Data-driven multi-agent system for maritime traffic safety management. ITSC (2017)
Xiaofeng Yin, Xiuju Fu, Loganathan Ponnambalam, Hai-Yan Xu, Rick Siow Mong Goh
Market fluctuation risk evaluation model for planning in manufacturing. ICARCV (2016)
Hai-Yan Xu, Xiuju Fu, Loganathan Ponnambalam, Akira Namatame, Xiaofeng Yin, Rick Siow Mong Goh
A model to evaluate risk propagation considering effect of dynamic risk information sharing and multi-sourcing in supply chain networks. IEEM (2015)
Tomasz Galkowski, Artur Starczewski, Xiuju Fu
Improvement of the Multiple-View Learning Based on the Self-Organizing Maps. ICAISC (2015)
Jesus F. B. Valenzuela, Christopher P. Monterola, Erika Fille T. Legara, Xiuju Fu, Rick Siow Mong Goh
On centripetal flows of entities in scale-free networks with nodes of finite capability. Complex. 21 (1) (2015)
Kiyotaka Ide, Loganathan Ponnambalam, Akira Namatame, Xiuju Fu, Rick Siow Mong Goh
Risk Analysis and Quantification of Vulnerability in Maritime Transportation Network Using AIS Data. ICCL (2015)
Yu Fang, Kamaladdin Fataliyev, Lipo Wang, Xiuju Fu, Yaoli Wang
Improving the genetic-algorithm-optimized wavelet neural network for stock market prediction. IJCNN (2014)
Xiuju Fu, Xiaorong Li, Yongqing Zhu, Lipo Wang, Rick Siow Mong Goh
An intelligent analysis and prediction model for on-demand cloud computing systems. IJCNN (2014)
Zhaoxia Wang, Gary Lee, Hoong-Maeng Chan, Reuben Mingguang Li, Xiuju Fu, Rick Siow Mong Goh, Pauline Aw, Martin Hibberd, Hoong Chor Chin
Disclosing Climate Change Patterns Using an Adaptive Markov Chain Pattern Detection Method. SOCIETY (2013)
Rick Siow Mong Goh, Zhaoxia Wang, Xiaofeng Yin, Xiuju Fu, Loganathan Ponnambalam, Sifei Lu, Xiaorong Li
RiskVis: Supply chain visualization with risk management and real-time monitoring. CASE (2013)
Tianyou Zhang, Michael Lees, Chee Keong Kwoh, Xiuju Fu, Gary Kee Khoon Lee, Rick Siow Mong Goh
A contact-network-based simulation model for evaluating interventions under "what-if" scenarios in epidemic. WSC (2012)
Hai-Yan Xu, Min Xie, Thong Ngee Goh, Xiuju Fu
A model for integer-valued time series with conditional overdispersion. Comput. Stat. Data Anal. 56 (12) (2012)
Chun Yew Cheong, Mohamed Salahuddin Habibullah, Rick Siow Mong Goh, Xiuju Fu
Multi-objective optimization of large scale berth allocation and quay crane assignment problems. SMC (2010)
Tianyou Zhang, Xiuju Fu, Rick Siow Mong Goh, Chee Keong Kwoh, Gary Kee Khoon Lee
A GA-SVM Feature Selection Model Based on High Performance Computing Techniques. SMC (2009)
Xiuju Fu, Sonja Lim, Lipo Wang, Gary Lee, Stefan Ma, Limsoon Wong, Gaoxi Xiao
Key node selection for containing infectious disease spread using particle swarm optimization. SIS (2009)
Yan Wu, Gary Kee Khoon Lee, Xiuju Fu, Harold Soh, Terence Hung
Mining Weather Information in Dengue Outbreak: Predicting Future Cases Based on Wavelet, SVM and GA. World Congress on Engineering (Selected Papers) (2008)
Yubo Wang, Shi Xiao, Gaoxi Xiao, Xiuju Fu, Tee Hiang Cheng
Robustness of complex communication networks under link attacks. ICAIT (2008)
Xiuju Fu, Christina Liew, Harold Soh, Gary Kee Khoon Lee, Terence Hung, Lee-Ching Ng
Time-series infectious disease data analysis using SVM and genetic algorithm. IEEE Congress on Evolutionary Computation (2007)
Xiaorong Li, Wei Jie, Xiuju Fu, Hoong-Maeng Chan, Quoc-Thuan Ho, Terence Hung, David Ong, Stephen John Turner, Bharadwaj Veeravalli
A Multi-Agent Method for Streaming Quality Monitoring and Analysis over Media Grid. CCNC (2007)
Xiuju Fu, Lipo Wang
Data dimensionality reduction with application to improving classification performance and explaining concepts of data sets. Int. J. Bus. Intell. Data Min. 1 (1) (2005)
Lipo Wang, Xiuju Fu
A Simple Rule Extraction Method Using a Compact RBF Neural Network. ISNN (1) (2005)
Lipo Wang, Sa Li, Fuyu Tian, Xiuju Fu
A noisy chaotic neural network for solving combinatorial optimization problems: stochastic chaotic simulated annealing. IEEE Trans. Syst. Man Cybern. Part B 34 (5) (2004)
Xiuju Fu, Lipo Wang
Data dimensionality reduction with application to simplifying RBF network structure and improving classification performance. IEEE Trans. Syst. Man Cybern. Part B 33 (3) (2003)
Xiuju Fu, Lipo Wang
Rule extraction from an RBF classifier based on class-dependent features. IEEE Congress on Evolutionary Computation (2002)
Xiuju Fu, Lipo Wang
A GA-based RBF classifier with class-dependent features. IEEE Congress on Evolutionary Computation (2002)
Xiuju Fu, Lipo Wang
Linguistic Rule Extraction From a Simplified RBF Neural Network. Comput. Stat. 16 (3) (2001)
Xiuju Fu, Lipo Wang
Rule extraction by genetic algorithms based on a simplified RBF neural network. CEC (2001)