Jiaxin Hou

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 24

Top Topics

Unscented Kalman Filter

Reinforcement Learning

Pulmonary Nodules

Convolutional Neural Networks

Top Venues

Future Gener. Comput. Syst.

Publications

Kaixuan Du, Fu Ren, Yong Wang, Xianghong Che, Jiping Liu, Jiaxin Hou, Zewei You
Integration of Spatial and Co-Existence Relationships to Improve Administrative Region Target Detection in Map Images. ISPRS Int. J. Geo Inf. 13 (6) (2024)
Zhenyu Guo, Jiangtao Han, Lijia Liu, Yihao Wu, Jiaxin Hou, Xiangbo Gong
Reducing Reliance on Observation Duration of Magnetotelluric Impedance Estimation With an Improved Instantaneous Spectrum-Based Method. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Yilin Xia, Yifei Duan, Leihao Sha, Wanlin Lai, Zhimeng Zhang, Jiaxin Hou, Lei Chen
Whole-cycle management of women with epilepsy of child-bearing age: ontology construction and application. BMC Medical Informatics Decis. Mak. 24 (1) (2024)
Zijuan Zhao, Kai Song, Xueting Ren, Yan Qiang, Juanjuan Zhao, Jiaxin Hou, Junyi Zhu, Ning Xiao, Junlong Zhang
Attention Matching Network for few-shot learning in the syndrome differentiation of cerebral stroke. Int. J. Mach. Learn. Cybern. 14 (3) (2023)
Jiaxin Hou, Yingbo Wu, Junpeng Cai, Zhiwen Zhou
Qoe-guaranteed distributed offloading decision via partially observable deep reinforcement learning for edge-enabled Internet of Things. Neural Comput. Appl. 35 (29) (2023)
Songhui Diao, Weiren Luo, Jiaxin Hou, Ricardo Lambo, Hamas A. AL-kuhali, Hanqing Zhao, Yinli Tian, Yaoqin Xie, Nazar Zaki, Wenjian Qin
Deep Multi-Magnification Similarity Learning for Histopathological Image Classification. IEEE J. Biomed. Health Informatics 27 (3) (2023)
Meng Chen, Jiaxin Hou, Yongpan Sheng, Yingbo Wu, Sen Wang, Jianyuan Lu, Qilin Fan
HA-D3QN: Embedding virtual private cloud in cloud data centers with heuristic assisted deep reinforcement learning. Future Gener. Comput. Syst. 148 (2023)
Xiang Ao, Li-Ming Wang, Jiaxin Hou, Yu-Quan Xue, Shang-Jun Rao, Zi-Yang Zhou, Fu-Xue Jia, Zhi-Yuan Zhang, Longmei Li
Road Recognition and Stability Control for Unmanned Ground Vehicles on Complex Terrain. IEEE Access 11 (2023)
Jiaxin Hou, Yong Sheng Soh, Antonios Varvitsiotis
The Lovász Theta Function for Recovering Planted Clique Covers and Graph Colorings. CoRR (2023)
Jiaxin Hou, Meng Chen, Haijun Geng, Rongzhen Li, Jianyuan Lu
GP-NFSP: Decentralized task offloading for mobile edge computing with independent reinforcement learning. Future Gener. Comput. Syst. 141 (2023)
Ping Song, Jiaxin Hou, Ning Xiao, Jun Zhao, Juanjuan Zhao, Yan Qiang, Qianqian Yang
MSTS-Net: malignancy evolution prediction of pulmonary nodules from longitudinal CT images via multi-task spatial-temporal self-attention network. Int. J. Comput. Assist. Radiol. Surg. 18 (4) (2023)
Zhiwen Zhou, Yingbo Wu, Jiaxin Hou
QoE-Guaranteed Heterogeneous Task Offloading with Deep Reinforcement Learning in Edge Computing. CCIS (2022)
Yang Liu, Jiaxin Hou, Zhijun Zhu, Bingguang Liu, Manrui Cao, Wenjian Qin
Assessment of breast arteries and lymph nodes by 3D MR angiography enhancement imaging: feasibility and pilot clinical results. BMC Medical Imaging 21 (1) (2021)
Kesu Wang, Jing Chen, Shijie Liao, Jiaxin Hou, Qingyu Xiong
Geographic-Semantic-Temporal Hypergraph Convolutional Network for Traffic Flow Prediction. ICPR (2020)
Jing Chen, Shijie Liao, Jiaxin Hou, Kesu Wang, Junhao Wen
GST-GCN: A Geographic-Semantic-Temporal Graph Convolutional Network for Context-aware Traffic Flow Prediction on Graph Sequences. SMC (2020)
Jiaxin Hou, Weidong Zhou, Wen-An Zhang, Cong Zhang, Chen Chen, Chenghao Shan
High-Order Unscented Transformation Based on the Bayesian Learning for Nonlinear Systems with Non-Gaussian Noises. CIS (2019)
Qiang Chen, Hongshan Ai, Yabin Zhang, Jiaxin Hou
Marketization and water resource utilization efficiency in China. Sustain. Comput. Informatics Syst. 22 (2019)
Weidong Zhou, Lu Liu, Jiaxin Hou
Firefly Algorithm-Based Particle Filter for Nonlinear Systems. Circuits Syst. Signal Process. 38 (4) (2019)
Weidong Zhou, Jiaxin Hou
A New Adaptive High-Order Unscented Kalman Filter for Improving the Accuracy and Robustness of Target Tracking. IEEE Access 7 (2019)
Yin Dai, Zuitian Tao, Yang Wang, Yiqi Zhao, Jiaxin Hou
The Research of Multi-Modality Parkinson's Disease Image Based on Cross-Layer Convolutional Neural Network. J. Medical Imaging Health Informatics 9 (7) (2019)
Weidong Zhou, Jiaxin Hou
A New Adaptive Robust Unscented Kalman Filter for Improving the Accuracy of Target Tracking. IEEE Access 7 (2019)
Shijie Liao, Jing Chen, Jiaxin Hou, Qingyu Xiong, Junhao Wen
Deep Convolutional Neural Networks with Random Subspace Learning for Short-term Traffic Flow Prediction with Incomplete Data. IJCNN (2018)
Jiaxin Hou, Jing Chen, Shijie Liao, Junhao Wen, Qingyu Xiong
Predicting Traffic Flow via Ensemble Deep Convolutional Neural Networks with Spatio-temporal Joint Relations. ICPR (2018)
Weidong Zhou, Jing Liu, Pengxiang Zhu, Wenhe Gong, Jiaxin Hou
Noncircular Sources-Based Sparse Representation Algorithm for Direction of Arrival Estimation in MIMO Radar with Mutual Coupling. Algorithms 9 (3) (2016)