Xiaocai Zhang

44 papers A* 2B 1Journal 30Unranked 11
YearRankTypeTitle / Venue / Authors
2026 J jnl
Adaptive and asynchronous integration of gray and white matter fMRI for brain disorder diagnosis.
Pattern Recognit.
Xiaotong Wu, Weiwen Wu, Xiaocai Zhang, Jianjia Zhang
2026 J jnl
Human-Centric Traffic Signal Control for Equity: A Multi-Agent Action Branching Deep Reinforcement Learning Approach.
CoRR
Xiaocai Zhang, Neema Nassir, Lok Sang Chan, Milad Haghani
2026 J jnl
Natural language processing and text mining in transportation: Current status, challenges, and future roadmap.
Expert Syst. Appl.
Xiaocai Zhang, Ruobin Gao, Zhe Xiao, Ke Wang, Tao Liu, Maohan Liang, Jianjia Zhang
2026 A* conf
Realistic Curriculum Reinforcement Learning for Autonomous and Sustainable Marine Vessel Navigation.
AAAI
Xiaocai Zhang, Zhe Xiao, Maohan Liang, Tao Liu, Haijiang Li, Wenbin Zhang
2026 J jnl
Realistic Curriculum Reinforcement Learning for Autonomous and Sustainable Marine Vessel Navigation.
CoRR
Xiaocai Zhang, Zhe Xiao, Maohan Liang, Tao Liu, Haijiang Li, Wenbin Zhang
2026 J jnl
Spatio-temporal dual-stage hypergraph MARL for human-centric multimodal corridor traffic signal control.
CoRR
Xiaocai Zhang, Neema Nassir, Milad Haghani
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
An Approach to Multi-AAV Ship Detection Based on Mobile Edge Computing Scenarios.
IEEE Trans. Intell. Transp. Syst.
Tao Liu, Peiyao Wang, Zhao Zhang, Zhengling Lei, Yun Ye, Yuchi Huo, Xiaocai Zhang, Gaoqi He, Huafeng Wu
2025 — conf
Indepth Integration of Multi-granularity Features from Dual-modal for Disease Classification.
MICCAI (4)
Yeli Wu, Xiaocai Zhang, Weiwen Wu, Haiteng Jiang, Chao An, Jianjia Zhang
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
Preemptive crash risk reduction through a real-time cost-based safety prediction model (RECOSAM) for traffic signal control.
Comput. Electr. Eng.
Lok Sang Chan, Neema Nassir, Xiaocai Zhang, Mobin Yazdani, Majid Sarvi
2025 — conf
Redefining Fairness: A Multi-dimensional Perspective and Integrated Evaluation Framework.
ECML/PKDD (1)
Zichong Wang, Zhipeng Yin, Zhen Liu, Roland H. C. Yap, Xiaocai Zhang, Shu Hu, Wenbin Zhang
2025 — conf
Task-Aligned fMRI Generation Model for Brain Disorder Diagnosis.
MICCAI (12)
Yifan Li, Xiaotong Wu, Xiaocai Zhang, Haiteng Jiang, Weiwen Wu, Dinggang Shen, Jianjia Zhang
2025 J jnl
Triplane generator-based NeRF-GAN framework for single-view ship reconstruction.
Int. J. Digit. Earth
Tao Liu, Shiqi Geng, Yucheng Fu, Zhengling Lei, Yuchi Huo, Xiaocai Zhang, Fang Wang, Bing Han, Mei Sha, Zhongdai Wu
2025 J jnl
Wave energy forecasting: A state-of-the-art survey and a comprehensive evaluation.
Appl. Soft Comput.
Ruobin Gao, Xiaocai Zhang, Maohan Liang, Ponnuthurai Nagaratnam Suganthan, Heng Dong
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 Survey of Distance-Based Vessel Trajectory Clustering: Data Pre-processing, Methodologies, Applications, and Experimental Evaluation.
CoRR
Maohan Liang, Ryan Wen Liu, Ruobin Gao, Zhe Xiao, Xiaocai Zhang, Hua Wang
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
An approach to ship target detection based on combined optimization model of dehazing and detection.
Eng. Appl. Artif. Intell.
Tao Liu, Zhao Zhang, Zhengling Lei, Yuchi Huo, Shuo Wang, Jiansen Zhao, Jinfeng Zhang, Xin Jin, Xiaocai Zhang
2024 J jnl
Co-training based prediction of multi-label protein-protein interactions.
Comput. Biol. Medicine
Tao Tang, Xiaocai Zhang, Weizhuo Li, Qing Wang, Yuansheng Liu, Xiaofeng Cao
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 J jnl
Knowledge-based Dual External Attention Network for peptide detectability prediction.
Knowl. Based Syst.
Xiaocai Zhang, Hui Peng, Tao Tang, Yuansheng Liu, Yang Wang, Jianjia Zhang
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
Optimal protospacer sequences recommended by ensemble deep learning for high-efficiency base editing.
BCB
Hui Peng, Xiaocai Zhang, Yuansheng Liu, Yi Pan, Wilson Wen Bin Goh, Jinyan Li
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
A cost-sensitive attention temporal convolutional network based on adaptive top-k differential evolution for imbalanced time-series classification.
Expert Syst. Appl.
Xiaocai Zhang, Hui Peng, Jianjia Zhang, Yang Wang
2023 J jnl
ARDE-N-BEATS: An Evolutionary Deep Learning Framework for Urban Traffic Flow Prediction.
IEEE Internet Things J.
Xiaocai Zhang, Zhixun Zhao, Jinyan Li
2023 J jnl
Kernel-based feature aggregation framework in point cloud networks.
Pattern Recognit.
Jianjia Zhang, Zhenxi Zhang, Lei Wang, Luping Zhou, Xiaocai Zhang, Mengting Liu, Weiwen Wu
2023 — conf
Learning Asynchronous Common and Individual Functional Brain Network for AD Diagnosis.
MICCAI (8)
Xiang Tang, Xiaocai Zhang, Mengting Liu, Jianjia Zhang
2023 J jnl
Machine learning on protein-protein interaction prediction: models, challenges and trends.
Briefings Bioinform.
Tao Tang, Xiaocai Zhang, Yuansheng Liu, Hui Peng, Binshuang Zheng, Yanlin Yin, Xiangxiang Zeng
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
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
Deep learning detection of anomalous patterns from bus trajectories for traffic insight analysis.
Knowl. Based Syst.
Xiaocai Zhang, Yi Zheng, Zhixun Zhao, Yuansheng Liu, Michael Blumenstein, Jinyan Li
2021 J jnl
Minirmd: accurate and fast duplicate removal tool for short reads via multiple minimizers.
Bioinform.
Yuansheng Liu, Xiaocai Zhang, Quan Zou, Xiangxiang Zeng
2020 J jnl
Prediction of Taxi Destinations Using a Novel Data Embedding Method and Ensemble Learning.
IEEE Trans. Intell. Transp. Syst.
Xiaocai Zhang, Zhixun Zhao, Yi Zheng, Jinyan Li
2019 J jnl
DDI-PULearn: a positive-unlabeled learning method for large-scale prediction of drug-drug interactions.
BMC Bioinform.
Yi Zheng, Hui Peng, Xiaocai Zhang, Zhixun Zhao, Xiaoying Gao, Jinyan Li
2019 — conf
Detection of Anomalous Traffic Patterns and Insight Analysis from Bus Trajectory Data.
PRICAI (3)
Xiaocai Zhang, Xuan Zhang, Sunny Verma, Yuansheng Liu, Michael Blumenstein, Jinyan Li
2019 J jnl
Old drug repositioning and new drug discovery through similarity learning from drug-target joint feature spaces.
BMC Bioinform.
Yi Zheng, Hui Peng, Xiaocai Zhang, Zhixun Zhao, Xiaoying Gao, Jinyan Li
2018 — conf
Distinction Between Ships and Icebergs in SAR Images Using Ensemble Loss Trained Convolutional Neural Networks.
Australasian Conference on Artificial Intelligence
Xiaocai Zhang, Yuansheng Liu, Yi Zheng, Zhixun Zhao, Jinyan Li, Yang Liu
2018 B conf
Predicting Drug Targets from Heterogeneous Spaces using Anchor Graph Hashing and Ensemble Learning.
IJCNN
Yi Zheng, Hui Peng, Xiaocai Zhang, Xiaoying Gao, Jinyan Li
2018 J jnl
Predicting adverse drug reactions of combined medication from heterogeneous pharmacologic databases.
BMC Bioinform.
Yi Zheng, Hui Peng, Xiaocai Zhang, Zhixun Zhao, Jie Yin, Jinyan Li
2015 — conf
Classification Method of Navigational Aids in Inland Waters Based on Big Data.
FCST
Xiaocai Zhang, Lining Zhao, Haibao Wang, Haijiang Li