Xiuju Fu

77 papers A* 1B 9C 1Misc 5Journal 37Unranked 21
YearRankTypeTitle / Venue / Authors
2026 J jnl
From Vessel Trajectories to Safety-Critical Encounter Scenarios: A Generative AI Framework for Autonomous Ship Digital Testing.
CoRR
Sijin Sun, Liangbin Zhao, Ming Deng, Xiuju Fu
2026 J jnl
Novel collision risk assessment in busy waterways via near-miss-based statistical analysis: The BRAIN approach.
Reliab. Eng. Syst. Saf.
Jiaxiang Cai, Liangbin Zhao, Sijin Sun, Xiuju Fu
2026 J jnl
Trajectory-based anomaly detection of vessel motion patterns using profile monitoring.
Reliab. Eng. Syst. Saf.
Peihong Xiao, Piao Chen, Xiuju Fu, Zhisheng Ye
2025 J jnl
A Modular, Data-Free Pipeline for Multi-Label Intention Recognition in Transportation Agentic AI Applications.
CoRR
Xiaocai Zhang, Hur Lim, Ke Wang, Zhe Xiao, Jing Wang, Kelvin Lee, Xiuju Fu, Zheng Qin
2025 J jnl
Alpha and Prejudice: Improving α-Sized Worst Case Fairness via Intrinsic Reweighting.
IEEE Trans. Neural Networks Learn. Syst.
Jing Li, Yinghua Yao, Yuangang Pan, Xuanqian Wang, Ivor W. Tsang, Xiuju Fu
2025 J jnl
DASH: Dialogue-Aware Similarity and Handshake Recognition for Topic Segmentation in Public-Channel Conversations.
CoRR
Sijin Sun, Liangbin Zhao, Ming Deng, Xiuju Fu
2025 J jnl
Innovating Waterway Route Planning as a Service for Marine Traffic Applications.
IEEE Trans. Intell. Veh.
Zhe Xiao, Xiaocai Zhang, Xiuju Fu, Liye Zhang, Haiyan Xu, Ryan Wen Liu, Chee Seng Chong, Zheng Qin
2025 J jnl
Lightweight Multimodal Artificial Intelligence Framework for Maritime Multi-Scene Recognition.
CoRR
Xinyu Xi, Hua Yang, Shentai Zhang, Yijie Liu, Sijin Sun, Xiuju Fu
2025 — conf
MSD-LLM: Predicting Ship Detention in Port State Control Inspections with Large Language Model.
ITSC
Jiongchao Jin, Xiuju Fu, Xiaowei Gao, Tao Cheng, Ran Yan
2025 J jnl
MSD-LLM: Predicting Ship Detention in Port State Control Inspections with Large Language Model.
CoRR
Jiongchao Jin, Xiuju Fu, Xiaowei Gao, Tao Cheng, Ran Yan
2025 — conf
VTS-LLM: Domain-Adaptive LLM Agent for Enhancing Awareness in Vessel Traffic Services Through Natural Language.
ITSC
Sijin Sun, Liangbin Zhao, Ming Deng, Xiuju Fu
2025 J jnl
VTS-LLM: Domain-Adaptive LLM Agent for Enhancing Awareness in Vessel Traffic Services through Natural Language.
CoRR
Sijin Sun, Liangbin Zhao, Ming Deng, Xiuju Fu
2024 — conf
A Comparative Study of Reinforcement Learning-based Collision Avoidance for Maritime Autonomous Surface Ships.
CAI
Liangbin Zhao, Xingrui Yu, Xiuju Fu
2024 J jnl
A Dynamic Context-Aware Approach for Vessel Trajectory Prediction Based on Multi-Stage Deep Learning.
IEEE Trans. Intell. Veh.
Xiaocai Zhang, Xiuju Fu, Zhe Xiao, Haiyan Xu, Wanbing Zhang, Jimmy Koh, Zheng Qin
2024 J jnl
A Viewpoint Adaptation Ensemble Contrastive Learning framework for vessel type recognition with limited data.
Expert Syst. Appl.
Xiaocai Zhang, Zhe Xiao, Xiuju Fu, Xiaoyang Wei, Tao Liu, Ran Yan, Zheng Qin, Jianjia Zhang
2024 J jnl
Alpha and Prejudice: Improving α-sized Worst-case Fairness via Intrinsic Reweighting.
CoRR
Jing Li, Yinghua Yao, Yuangang Pan, Xuanqian Wang, Ivor W. Tsang, Xiuju Fu
2024 — conf
Automating Maritime Risk Data Collection and Identification Leveraging Large Language Models.
ICDM (Workshops)
Donghao Huang, Xiuju Fu, Xiaofeng Yin, Haibo Pen, Zhaoxia Wang
2024 — conf
Big data-driven booking consolidation and scheduling of launching service in Singapore Port.
CAI
Yun Hui Lin, Ping Chong Chua, Xiaofeng Yin, Zizhe Wang, Ning Li, Zhe Xiao, Xiuju Fu, Zheng Qin
2024 — conf
Data-centric AI practice in maritime: securing trusted data quality via a computer vision-based framework.
CAI
Ke Wang, Ong Qi Hao Tristan, Xiaocai Zhang, Xiuju Fu, Zheng Qin
2024 A* conf
Fuel-Saving Route Planning with Data-Driven and Learning-Based Approaches - A Systematic Solution for Harbor Tugs.
IJCAI
Shengming Wang, Xiaocai Zhang, Jing Li, Xiaoyang Wei, Hoong Chuin Lau, Bing Tian Dai, Binbin Huang, Zhe Xiao, Xiuju Fu, Zheng Qin
2024 — conf
Maritime-Context Text Identification for Connecting Artificial Intelligence (AI) Models.
CAI
Xiaocai Zhang, Hur Lim, Xiuju Fu, Ke Wang, Zhe Xiao, Zheng Qin
2024 — conf
Optimizing Demand Forecasting: A Framework With Bayesian Optimization Embedded Reinforcement Learning for Combined Algorithm Selection and Hyperparameter Optimization.
CAI
Zizhe Wang, Xiaofeng Yin, Yun Hui Lin, Ping Chong Chua, Ning Li, Xiuju Fu
2024 J jnl
Prediction of Vessel Arrival Time to Pilotage Area Using Multi-Data Fusion and Deep Learning.
CoRR
Xiaocai Zhang, Xiuju Fu, Zhe Xiao, Haiyan Xu, Xiaoyang Wei, Jimmy Koh, Daichi Ogawa, Zheng Qin
2024 J jnl
Rethinking Blockchain Technologies for the Maritime Industry: An Overview of the Current Landscape.
Future Internet
Heejoo Kim, Zhe Xiao, Xiaocai Zhang, Xiuju Fu, Zheng Qin
2023 J jnl
Next-Generation Vessel Traffic Services Systems - From "Passive" to "Proactive".
IEEE Intell. Transp. Syst. Mag.
Zhe Xiao, Xiuju Fu, Liangbin Zhao, Liye Zhang, Tze Kern Teo, Ning Li, Wanbing Zhang, Zheng Qin
2023 — conf
Prediction of Vessel Arrival Time to Pilotage Area Using Multi-Data Fusion and Deep Learning.
ITSC
Xiaocai Zhang, Xiuju Fu, Zhe Xiao, Haiyan Xu, Xiaoyang Wei, Jimmy Koh, Daichi Ogawa, Zheng Qin
2022 J jnl
A Method for Correcting the Closest Point of Approach Index During Vessel Encounters Based on Dimension Data From AIS.
IEEE Trans. Intell. Transp. Syst.
Liangbin Zhao, Xiuju Fu
2022 J jnl
Big Data Driven Vessel Trajectory and Navigating State Prediction With Adaptive Learning, Motion Modeling and Particle Filtering Techniques.
IEEE Trans. Intell. Transp. Syst.
Zhe Xiao, Xiuju Fu, Liye Zhang, Wanbing Zhang, Ryan Wen Liu, Zhao Liu, Rick Siow Mong Goh
2022 J jnl
Constructing Trajectory and Predicting Estimated Time of Arrival for Long Distance Travelling Vessels: A Probability Density-based Scanning Approach.
CoRR
Deqing Zhai, Xiuju Fu, Xiaofeng Yin, Haiyan Xu, Wanbing Zhang, Ning Li
2022 Misc conf
Evaluating the Covid-19 Screening Regime for Cross-Border Workers.
WSC
Yiqi Seow, Xiaofeng Yin, Haiyan Xu, Xiuju Fu, Zheng Qin, Hong Kiat Tan, Li Yang Hsu, Kiesha Prem, Sze Wee Tan
2022 Misc conf
Maritime Disruption Impact Evaluation Using Simulation and Big Data Analytics.
WSC
Rong Zhou, Haiyan Xu, Xiuju Fu, Xiaofeng Yin, Zheng Qin, Liangbin Zhao, Pramod Verma, Mikael Lind
2022 J jnl
Optimizing Coordinative Schedules for Tanker Terminals: An Intelligent Large Spatial-Temporal Data-Driven Approach - Part 1.
CoRR
Deqing Zhai, Xiuju Fu, Xiaofeng Yin, Haiyan Xu, Wanbing Zhang, Ning Li
2022 J jnl
Optimizing Coordinative Schedules for Tanker Terminals: An Intelligent Large Spatial-Temporal Data-Driven Approach - Part 2.
CoRR
Deqing Zhai, Xiuju Fu, Xiaofeng Yin, Haiyan Xu, Wanbing Zhang, Ning Li
2022 J jnl
Predicting Berth Stay for Tanker Terminals: A Systematic and Dynamic Approach.
CoRR
Deqing Zhai, Xiuju Fu, Xiaofeng Yin, Haiyan Xu, Wanbing Zhang
2022 J jnl
Vessel Trajectory Prediction in Maritime Transportation: Current Approaches and Beyond.
IEEE Trans. Intell. Transp. Syst.
Xiaocai Zhang, Xiuju Fu, Zhe Xiao, Haiyan Xu, Zheng Qin
2021 J jnl
Concurrent Processing Cluster Design to Empower Simultaneous Prediction for Hundreds of Vessels' Trajectories in Near Real-Time.
IEEE Trans. Syst. Man Cybern. Syst.
Zhe Xiao, Liye Zhang, Xiuju Fu, Wanbing Zhang, Joey Tianyi Zhou, Rick Siow Mong Goh
2020 J jnl
Traffic Pattern Mining and Forecasting Technologies in Maritime Traffic Service Networks: A Comprehensive Survey.
IEEE Trans. Intell. Transp. Syst.
Zhe Xiao, Xiuju Fu, Liye Zhang, Rick Siow Mong Goh
2019 — conf
Efficient Compression and Preprocessing for Facilitating Large Scale Spatiotemporal Data Mining - A Case Study based on Automatic Identification System Data.
IEEM
Haiyan Xu, Vasundhara Jayaraman, Xiuju Fu, Nasri Bin Othman, Wanbing Zhang, Xiaofeng Yin, Deqing Zhai, Rick Siow Mong Goh
2019 — conf
Optimization and Simulation on Tanker Vessels Scheduling for Efficient Terminal Operations.
IEEM
Deqing Zhai, Xiuju Fu, Haiyan Xu, Xiaofeng Yin, Jayaraman Vasundhara, Wanbing Zhang, Rick Siow Mong Goh
2018 J jnl
A Network-Based Impact Measure for Propagated Losses in a Supply Chain Network Consisting of Resilient Components.
Complex.
Jesus Felix Bayta Valenzuela, Xiuju Fu, Gaoxi Xiao, Rick Siow Mong Goh
2018 J jnl
Data Privacy-Preserving Automation Architecture for Industrial Data Exchange in Smart Cities.
IEEE Trans. Ind. Informatics
Zhe Xiao, Xiuju Fu, Rick Siow Mong Goh
2018 J jnl
QLDS: A Novel Design Scheme for Trajectory Privacy Protection with Utility Guarantee in Participatory Sensing.
IEEE Trans. Mob. Comput.
Zhe Xiao, Jingjing Yang, Ming Huang, Loganathan Ponnambalam, Xiuju Fu, Rick Siow Mong Goh
2017 — conf
Data-driven multi-agent system for maritime traffic safety management.
ITSC
Zhe Xiao, Xiuju Fu, Liye Zhang, Loganathan Ponnambalam, Rick Siow Mong Goh
2017 J jnl
Maritime Traffic Probabilistic Forecasting Based on Vessels' Waterway Patterns and Motion Behaviors.
IEEE Trans. Intell. Transp. Syst.
Zhe Xiao, Loganathan Ponnambalam, Xiuju Fu, Wanbing Zhang
2017 Misc conf
Optimal design of master-worker architecture for parallelized simulation optimization.
WSC
Haobin Li, Xiuju Fu, Xiaofeng Yin, Giulia Pedrielli, Loo Hay Lee
2016 C conf
Market fluctuation risk evaluation model for planning in manufacturing.
ICARCV
Xiaofeng Yin, Xiuju Fu, Loganathan Ponnambalam, Haiyan Xu, Rick Siow Mong Goh
2015 — conf
A model to evaluate risk propagation considering effect of dynamic risk information sharing and multi-sourcing in supply chain networks.
IEEM
Haiyan Xu, Xiuju Fu, Loganathan Ponnambalam, Akira Namatame, Xiaofeng Yin, Rick Siow Mong Goh
2015 Misc conf
Improvement of the Multiple-View Learning Based on the Self-Organizing Maps.
ICAISC
Tomasz Galkowski, Artur Starczewski, Xiuju Fu
2015 J jnl
On centripetal flows of entities in scale-free networks with nodes of finite capability.
Complex.
Jesus F. B. Valenzuela, Christopher P. Monterola, Erika Fille T. Legara, Xiuju Fu, Rick Siow Mong Goh
2015 — conf
Risk Analysis and Quantification of Vulnerability in Maritime Transportation Network Using AIS Data.
ICCL
Kiyotaka Ide, Loganathan Ponnambalam, Akira Namatame, Xiuju Fu, Rick Siow Mong Goh
2014 B conf
An intelligent analysis and prediction model for on-demand cloud computing systems.
IJCNN
Xiuju Fu, Xiaorong Li, Yongqing Zhu, Lipo Wang, Rick Siow Mong Goh
2014 B conf
Improving the genetic-algorithm-optimized wavelet neural network for stock market prediction.
IJCNN
Yu Fang, Kamaladdin Fataliyev, Lipo Wang, Xiuju Fu, Yaoli Wang
2013 — conf
Disclosing Climate Change Patterns Using an Adaptive Markov Chain Pattern Detection Method.
SOCIETY
Zhaoxia Wang, Gary Lee, Hoong-Maeng Chan, Reuben Mingguang Li, Xiuju Fu, Rick Siow Mong Goh, Pauline Aw, Martin Hibberd, Hoong Chor Chin
2013 — conf
RiskVis: Supply chain visualization with risk management and real-time monitoring.
CASE
Rick Siow Mong Goh, Zhaoxia Wang, Xiaofeng Yin, Xiuju Fu, Loganathan Ponnambalam, Sifei Lu, Xiaorong Li
2012 Misc conf
A contact-network-based simulation model for evaluating interventions under "what-if" scenarios in epidemic.
WSC
Tianyou Zhang, Michael Lees, Chee Keong Kwoh, Xiuju Fu, Gary Kee Khoon Lee, Rick Siow Mong Goh
2012 J jnl
A model for integer-valued time series with conditional overdispersion.
Comput. Stat. Data Anal.
Haiyan Xu, Min Xie, Thong Ngee Goh, Xiuju Fu
2010 B conf
Multi-objective optimization of large scale berth allocation and quay crane assignment problems.
SMC
Chun Yew Cheong, Mohamed Salahuddin Habibullah, Rick Siow Mong Goh, Xiuju Fu
2009 B conf
A GA-SVM Feature Selection Model Based on High Performance Computing Techniques.
SMC
Tianyou Zhang, Xiuju Fu, Rick Siow Mong Goh, Chee Keong Kwoh, Gary Kee Khoon Lee
2009 — conf
Key node selection for containing infectious disease spread using particle swarm optimization.
SIS
Xiuju Fu, Sonja Lim, Lipo Wang, Gary Lee, Stefan Ma, Limsoon Wong, Gaoxi Xiao
2008 — ch.
Artificial Neural Networks.
Wiley Encyclopedia of Computer Science and Engineering
Lipo Wang, Xiuju Fu
2008 — ch.
Data Mining in QoS-Aware Media Grids.
Computational Intelligence: A Compendium
Xiuju Fu, Xiaorong Li, Lipo Wang, David Ong, Stephen John Turner
2008 — conf
Mining Weather Information in Dengue Outbreak: Predicting Future Cases Based on Wavelet, SVM and GA.
World Congress on Engineering (Selected Papers)
Yan Wu, Gary Kee Khoon Lee, Xiuju Fu, Harold Soh, Terence Hung
2008 — conf
Robustness of complex communication networks under link attacks.
ICAIT
Yubo Wang, Shi Xiao, Gaoxi Xiao, Xiuju Fu, Tee Hiang Cheng
2007 — conf
A Multi-Agent Method for Streaming Quality Monitoring and Analysis over Media Grid.
CCNC
Xiaorong Li, Wei Jie, Xiuju Fu, Hoong-Maeng Chan, Quoc-Thuan Ho, Terence Hung, David Ong, Stephen John Turner, Bharadwaj Veeravalli
2007 B conf
Time-series infectious disease data analysis using SVM and genetic algorithm.
IEEE Congress on Evolutionary Computation
Xiuju Fu, Christina Liew, Harold Soh, Gary Kee Khoon Lee, Terence Hung, Lee-Ching Ng
2006 J jnl
Developing parallel sequential minimal optimization for fast training support vector machine.
Neurocomputing
Lijuan Cao, S. Sathiya Keerthi, Chong Jin Ong, P. Uvaraj, Xiuju Fu, H. P. Lee
2006 J jnl
Parallel sequential minimal optimization for the training of support vector machines.
IEEE Trans. Neural Networks
Lijuan Cao, S. Sathiya Keerthi, Chong Jin Ong, J. Q. Zhang, U. Periyathamby, Xiuju Fu, H. P. Lee
2005 — conf
A Simple Rule Extraction Method Using a Compact RBF Neural Network.
ISNN (1)
Lipo Wang, Xiuju Fu
2005 — book
Data Mining with Computational Intelligence.
Lipo Wang, Xiuju Fu
2005 J jnl
Data dimensionality reduction with application to improving classification performance and explaining concepts of data sets.
Int. J. Bus. Intell. Data Min.
Xiuju Fu, Lipo Wang
2004 J jnl
A noisy chaotic neural network for solving combinatorial optimization problems: stochastic chaotic simulated annealing.
IEEE Trans. Syst. Man Cybern. Part B
Lipo Wang, Sa Li, Fuyu Tian, Xiuju Fu
2004 B conf
Extracting the knowledge embedded in support vector machines.
IJCNN
Xiuju Fu, Chong Jin Ong, Sathiya Keerthi, Gih Guang Hung, Li Ping Goh
2003 J jnl
Data dimensionality reduction with application to simplifying RBF network structure and improving classification performance.
IEEE Trans. Syst. Man Cybern. Part B
Xiuju Fu, Lipo Wang
2002 B conf
A GA-based RBF classifier with class-dependent features.
IEEE Congress on Evolutionary Computation
Xiuju Fu, Lipo Wang
2002 B conf
Rule extraction from an RBF classifier based on class-dependent features.
IEEE Congress on Evolutionary Computation
Xiuju Fu, Lipo Wang
2001 J jnl
Linguistic Rule Extraction From a Simplified RBF Neural Network.
Comput. Stat.
Xiuju Fu, Lipo Wang
2001 B conf
Rule extraction by genetic algorithms based on a simplified RBF neural network.
CEC
Xiuju Fu, Lipo Wang