Xiaocai Zhang

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 22

Top Topics

Convolutional Network

Adverse Drug Reactions

Top Venues

Expert Syst. Appl.

Knowl. Based 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)
Tao Tang, Xiaocai Zhang, Weizhuo Li, Qing Wang, Yuansheng Liu, Xiaofeng Cao
Co-training based prediction of multi-label protein-protein interactions. Comput. Biol. Medicine 177 (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, Hui Peng, Tao Tang, Yuansheng Liu, Yang Wang, Jianjia Zhang
Knowledge-based Dual External Attention Network for peptide detectability prediction. Knowl. Based Syst. 286 (2024)
Tao Liu, Zhao Zhang, Zhengling Lei, Yuchi Huo, Shuo Wang, Jiansen Zhao, Jinfeng Zhang, Xin Jin, Xiaocai Zhang
An approach to ship target detection based on combined optimization model of dehazing and detection. Eng. Appl. Artif. Intell. 127 (Part B) (2024)
Maohan Liang, Ryan Wen Liu, Ruobin Gao, Zhe Xiao, Xiaocai Zhang, Hua Wang
A Survey of Distance-Based Vessel Trajectory Clustering: Data Pre-processing, Methodologies, Applications, and Experimental Evaluation. 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)
Xiaocai Zhang, Zhixun Zhao, Jinyan Li
ARDE-N-BEATS: An Evolutionary Deep Learning Framework for Urban Traffic Flow Prediction. IEEE Internet Things J. 10 (3) (2023)
Jianjia Zhang, Zhenxi Zhang, Lei Wang, Luping Zhou, Xiaocai Zhang, Mengting Liu, Weiwen Wu
Kernel-based feature aggregation framework in point cloud networks. Pattern Recognit. 139 (2023)
Tao Tang, Xiaocai Zhang, Yuansheng Liu, Hui Peng, Binshuang Zheng, Yanlin Yin, Xiangxiang Zeng
Machine learning on protein-protein interaction prediction: models, challenges and trends. Briefings Bioinform. 24 (2) (2023)
Xiaocai Zhang, Hui Peng, Jianjia Zhang, Yang Wang
A cost-sensitive attention temporal convolutional network based on adaptive top-k differential evolution for imbalanced time-series classification. Expert Syst. Appl. 213 (Part C) (2023)
Xiang Tang, Xiaocai Zhang, Mengting Liu, Jianjia Zhang
Learning Asynchronous Common and Individual Functional Brain Network for AD Diagnosis. MICCAI (8) (2023)
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)
Yuansheng Liu, Xiaocai Zhang, Quan Zou, Xiangxiang Zeng
Minirmd: accurate and fast duplicate removal tool for short reads via multiple minimizers. Bioinform. 37 (11) (2021)
Xiaocai Zhang, Yi Zheng, Zhixun Zhao, Yuansheng Liu, Michael Blumenstein, Jinyan Li
Deep learning detection of anomalous patterns from bus trajectories for traffic insight analysis. Knowl. Based Syst. 217 (2021)
Xiaocai Zhang, Zhixun Zhao, Yi Zheng, Jinyan Li
Prediction of Taxi Destinations Using a Novel Data Embedding Method and Ensemble Learning. IEEE Trans. Intell. Transp. Syst. 21 (1) (2020)
Xiaocai Zhang, Xuan Zhang, Sunny Verma, Yuansheng Liu, Michael Blumenstein, Jinyan Li
Detection of Anomalous Traffic Patterns and Insight Analysis from Bus Trajectory Data. PRICAI (3) (2019)
Yi Zheng, Hui Peng, Xiaocai Zhang, Zhixun Zhao, Xiaoying Gao, Jinyan Li
Old drug repositioning and new drug discovery through similarity learning from drug-target joint feature spaces. BMC Bioinform. (23) (2019)
Yi Zheng, Hui Peng, Xiaocai Zhang, Zhixun Zhao, Xiaoying Gao, Jinyan Li
DDI-PULearn: a positive-unlabeled learning method for large-scale prediction of drug-drug interactions. BMC Bioinform. (19) (2019)
Yi Zheng, Hui Peng, Xiaocai Zhang, Xiaoying Gao, Jinyan Li
Predicting Drug Targets from Heterogeneous Spaces using Anchor Graph Hashing and Ensemble Learning. IJCNN (2018)
Yi Zheng, Hui Peng, Xiaocai Zhang, Zhixun Zhao, Jie Yin, Jinyan Li
Predicting adverse drug reactions of combined medication from heterogeneous pharmacologic databases. BMC Bioinform. (19) (2018)
Xiaocai Zhang, Yuansheng Liu, Yi Zheng, Zhixun Zhao, Jinyan Li, Yang Liu
Distinction Between Ships and Icebergs in SAR Images Using Ensemble Loss Trained Convolutional Neural Networks. Australasian Conference on Artificial Intelligence (2018)
Xiaocai Zhang, Lining Zhao, Haibao Wang, Haijiang Li
Classification Method of Navigational Aids in Inland Waters Based on Big Data. FCST (2015)