Bai Zhang

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 18

Top Topics

Matrix Completion

Nearest Neighbor

Gene Regulatory Networks

Top Venues

Briefings Bioinform.

Publications

Yibing Ma, Yongle Shi, Xiang Chen, Bai Zhang, Hanwen Wu, Jie Gao
NFMCLDA: Predicting miRNA-based lncRNA-disease associations by network fusion and matrix completion. Comput. Biol. Medicine 174 (2024)
Bai Zhang, Yixing Gao, Feng Ji, Linbo Xie, Xiaofeng Cao, Yixiang Shan, Jielong Yang
Towards fidelity of graph data augmentation via equivariance. Knowl. Based Syst. 280 (2023)
Yan Wang, Chenxu Xuan, Hanwen Wu, Bai Zhang, Tao Ding, Jie Gao
P-CSN: single-cell RNA sequencing data analysis by partial cell-specific network. Briefings Bioinform. 24 (3) (2023)
Liugen Wang, Yan Wang, Chenxu Xuan, Bai Zhang, Hanwen Wu, Jie Gao
Predicting potential microbe-disease associations based on multi-source features and deep learning. Briefings Bioinform. 24 (4) (2023)
Bai Zhang, Hanwen Wu, Yan Wang, Chenxu Xuan, Jie Gao
scGAMNN: Graph Antoencoder-Based Single-Cell RNA Sequencing Data Integration Algorithm Using Mutual Nearest Neighbors. IEEE J. Biomed. Health Informatics 27 (11) (2023)
Bai Zhang, Yixing Gao
MGPose: A Graph Data Augmentation Framework for 3D Human Pose Estimation via Masking. ICCAI (2023)
Lin Chen, Chunying Ren, Bai Zhang, Zongming Wang, Weidong Man, Mingyue Liu
Improved Object-Based Mapping of Aboveground Biomass Using Geographic Stratification with GEDI Data and Multi-Sensor Imagery. Remote. Sens. 15 (10) (2023)
Lin Chen, Chunying Ren, Guangdao Bao, Bai Zhang, Zongming Wang, Mingyue Liu, Weidong Man, Jiafu Liu
Improved Object-Based Estimation of Forest Aboveground Biomass by Integrating LiDAR Data from GEDI and ICESat-2 with Multi-Sensor Images in a Heterogeneous Mountainous Region. Remote. Sens. 14 (12) (2022)
Chenxu Xuan, Yan Wang, Bai Zhang, Hanwen Wu, Tao Ding, Jie Gao
scBPGRN: Integrating single-cell multi-omics data to construct gene regulatory networks based on BP neural network. Comput. Biol. Medicine 151 (Part) (2022)
Lin Chen, Chun-Ying Ren, Bai Zhang, Zongming Wang, Mingyue Liu, Weidong Man, Jiafu Liu
Improved estimation of forest stand volume by the integration of GEDI LiDAR data and multi-sensor imagery in the Changbai Mountains Mixed forests Ecoregion (CMMFE), northeast China. Int. J. Appl. Earth Obs. Geoinformation 100 (2021)
Lin Chen, Chun-Ying Ren, Lin Li, Yeqiao Wang, Bai Zhang, Zongming Wang, Linfeng Li
A Comparative Assessment of Geostatistical, Machine Learning, and Hybrid Approaches for Mapping Topsoil Organic Carbon Content. ISPRS Int. J. Geo Inf. 8 (4) (2019)
Hao Yu, Lei Wang, Zongming Wang, Chun-Ying Ren, Bai Zhang
Using Landsat OLI and Random Forest to Assess Grassland Degradation with Aboveground Net Primary Production and Electrical Conductivity Data. ISPRS Int. J. Geo Inf. 8 (11) (2019)
Chunyan Lu, Chun-Ying Ren, Zongming Wang, Bai Zhang, Weidong Man, Hao Yu, Yibin Gao, Mingyue Liu
Monitoring and Assessment of Wetland Loss and Fragmentation in the Cross-Boundary Protected Area: A Case Study of Wusuli River Basin. Remote. Sens. 11 (21) (2019)
Lin Chen, Yeqiao Wang, Chun-Ying Ren, Bai Zhang, Zongming Wang
Optimal Combination of Predictors and Algorithms for Forest Above-Ground Biomass Mapping from Sentinel and SRTM Data. Remote. Sens. 11 (4) (2019)
Lin Chen, Chun-Ying Ren, Bai Zhang, Zongming Wang, Yeqiao Wang
Mapping Spatial Variations of Structure and Function Parameters for Forest Condition Assessment of the Changbai Mountain National Nature Reserve. Remote. Sens. 11 (24) (2019)
Chun-Ying Ren, Zongming Wang, Yuanzhi Zhang, Bai Zhang, Lin Chen, Yanbiao Xi, Xiangming Xiao, Russell B. Doughty, Mingyue Liu, Mingming Jia, Dehua Mao, Kaishan Song
Rapid expansion of coastal aquaculture ponds in China from Landsat observations during 1984-2016. Int. J. Appl. Earth Obs. Geoinformation 82 (2019)
Chun-Ying Ren, Bai Zhang, Zongming Wang, Lin Li, Mingming Jia
Mapping Forest Cover in Northeast China from Chinese HJ-1 Satellite Data Using an Object-Based Algorithm. Sensors 18 (12) (2018)
Hao Yu, Mingyue Liu, Baojia Du, Zongming Wang, Liangjun Hu, Bai Zhang
Mapping Soil Salinity/Sodicity by using Landsat OLI Imagery and PLSR Algorithm over Semiarid West Jilin Province, China. Sensors 18 (4) (2018)
Ye Tian, Bai Zhang, Eric P. Hoffman, Robert Clarke, Zhen Zhang, Ie-Ming Shih, Jianhua Xuan, David M. Herrington, Yue Joseph Wang
KDDN: an open-source Cytoscape app for constructing differential dependency networks with significant rewiring. Bioinform. 31 (2) (2015)
Ye Tian, Bai Zhang, Yi Fu, Guoqiang Yu, Yue Wang
A statistical approach to identifying significant transgenerational methylation changes. GlobalSIP (2014)
Bai Zhang, Xuchu Hou, Xiguo Yuan, Ie-Ming Shih, Zhen Zhang, Robert Clarke, Roger R. Wang, Yi Fu, Subha Madhavan, Yue Joseph Wang, Guoqiang Yu
AISAIC: a software suite for accurate identification of significant aberrations in cancers. Bioinform. 30 (3) (2014)
Shibiao Wan, Man-Wai Mak, Bai Zhang, Yue Wang, Sun-Yuan Kung
Ensemble random projection for multi-label classification with application to protein subcellular localization. ICASSP (2014)
Ye Tian, Sean S. Wang, Zhen Zhang, Olga C. Rodriguez, Emanuel Petricoin III, Ie-Ming Shih, Daniel Chan, Maria Avantaggiati, Guoqiang Yu, Shaozhen Ye, Robert Clarke, Chao Wang, Bai Zhang, Yue Joseph Wang, Chris Albanese
Integration of Network Biology and Imaging to Study Cancer Phenotypes and Responses. IEEE ACM Trans. Comput. Biol. Bioinform. 11 (6) (2014)
Ye Tian, Bai Zhang, Eric P. Hoffman, Robert Clarke, Zhen Zhang, Ie-Ming Shih, Jianhua Xuan, David M. Herrington, Yue Joseph Wang
Knowledge-fused differential dependency network models for detecting significant rewiring in biological networks. BMC Syst. Biol. 8 (2014)
Ying Liu, Bai Zhang, Li-min Wang, Nan Wang
A self-trained semisupervised SVM approach to the remote sensing land cover classification. Comput. Geosci. 59 (2013)
Shibiao Wan, Man-Wai Mak, Bai Zhang, Yue Wang, Sun-Yuan Kung
An ensemble classifier with random projection for predicting multi-label protein subcellular localization. BIBM (2013)
Zhangyu Dong, Zongming Wang, Dianwei Liu, Bai Zhang, Ping Zhao, Xuguang Tang, Mingming Jia
SPOT5 multi-spectral (MS) and panchromatic (PAN) image fusion using an improved wavelet method based on local algorithm. Comput. Geosci. 60 (2013)
Bai Zhang, Yue Joseph Wang
Learning Structural Changes of Gaussian Graphical Models in Controlled Experiments CoRR (2012)
Bai Zhang, David J. Miller, Yue Joseph Wang
Nonlinear System Modeling With Random Matrices: Echo State Networks Revisited. IEEE Trans. Neural Networks Learn. Syst. 23 (1) (2012)
Xuchu Hou, Guoqiang Yu, Xiguo Yuan, Bai Zhang, Ie-Ming Shih, Zhen Zhang, Robert Clarke, Subha Madhavan
Accurate identification of significant aberrations in contaminated cancer genome. GENSiPS (2012)
Guoqiang Yu, Bai Zhang, G. Steven Bova, Jianfeng Xu, Ie-Ming Shih, Yue Joseph Wang
detection of genomic deletion types and correction of normal cell contamination in copy number data. Bioinform. 27 (11) (2011)
Hu Song, Jing Li, Ling Li, Weiwei Wang, HongJun Yin, Bai Zhang, Weiqing Liu, Rui Zhou
PerHPC: Design and Implement Personal High Performance Computing Platform Using Cloud Computing Technology. ChinaGrid (2011)
Bai Zhang, Ye Tian, Lu Jin, Huai Li, Ie-Ming Shih, Subha Madhavan, Robert Clarke, Eric P. Hoffman, Jianhua Xuan, Leena Hilakivi-Clarke, Yue Joseph Wang
analytical tool for differential network analysis. Bioinform. 27 (7) (2011)
Ye Tian, Bai Zhang, Ie-Ming Shih, Yue Joseph Wang
Knowledge-guided differential dependency network learning for detecting structural changes in biological networks. BCB (2011)
Xiaochun Lei, Kaishan Song, Zongming Wang, Jia Du, Yanqing Wu, Yuandong Wang, Xuguang Tang, Lihong Zeng, Guangjia Jiang, Dianwei Liu, Bai Zhang
Analysis on the spectral reflectance response to snow contaminants in northeast China. IGARSS (2010)
Kaishan Song, Dongmei Lu, Dianwei Liu, Zongming Wang, Lin Li, Bai Zhang, Yuandong Wang
Retrival of total suspended matter (TSM) using remotely sensed images in Shitoukoumen Reservior, Northeast China. IGARSS (2010)
Bai Zhang, Yue Joseph Wang
Learning Structural Changes of Gaussian Graphical Models in Controlled Experiments. UAI (2010)
Lihong Zeng, Kaishan Song, Bai Zhang, Zongming Wang
Spatial mapping of actual evapotranspiration and water deficit with MODIS products in the Songnen Plain, northeast China. IGARSS (2010)
Jingping Xu, Xingfa Gu, Bai Zhang, Tao Yu, Fang Li, Juan Li
Improved models for Chla estimation by considering the effect of phytoplankton specific absorption. IGARSS (2010)
Xuguang Tang, Kaishan Song, Dianwei Liu, Zongming Wang, Bai Zhang, Fei Yang
Application of PCA and canopy near, shortwave-infrared bands for soybean and corn FPAR estimation in the Songnen Plain, China. IGARSS (2010)
Guangjia Jiang, Dianwei Liu, Kaishan Song, Bai Zhang
Spatial distribution and the possible source of CDOM for inland water in summer in the Northeast China. IGARSS (2010)
Bai Zhang, Huai Li, Rebecca B. Riggins, Ming Zhan, Jianhua Xuan, Zhen Zhang, Eric P. Hoffman, Robert Clarke, Yue Joseph Wang
Differential dependency network analysis to identify condition-specific topological changes in biological networks. Bioinform. 25 (4) (2009)
Kaishan Song, Mingming Jia, Mohsin Hafeez, Zongming Wang, Dongmei Lu, Lihong Zeng, Dianwei Liu, Bai Zhang, Jia Du, Qingfeng Liu
Land Use/Cover Characterization with MODIS Time Series Data with Hybrid Classification Mothed over Australia for 2001 and 2003. IGARSS (3) (2009)
Kaishan Song, Zongming Wang, Qingfeng Liu, Dongmei Lu, Guang Yang, Lihong Zeng, Dianwei Liu, Bai Zhang, Jia Du
Land Use/land Cover (LULC) Characterizaitoin with MODIS Time Series Data in the Amu River Basin. IGARSS (4) (2009)
Guoqiang Yu, Bai Zhang, Jianfeng Xu, Ie-Ming Shih, Yue Joseph Wang
Accurate Estimation of Genomic Deletions and Normal Cell Contamination by Bayesian Analysis of Mixtures. BIBM (2009)
Guang Yang, Bai Zhang, Xiaojuan Wang, Chun-Ying Ren, Kexiong Chen, Zongming Wang, Yong Zhang
Study on Automatic Detection of Airplane Object in Remote Sensing Images. ICFIE (2009)
Jianghui Xiong, Chen Wang, Bai Zhang, Yue Joseph Wang, Eric P. Hoffman, Robert Clarke, Jianhua Xuan
Inferring Condition-Specific miRNA-Gene Modules from miRNA and mRNA Profiling Data. BCBGC (2008)
Yang Guang, Xianghua Yang, Bai Zhang, Kaishan Song, Zongming Wang
Study on Automatic Extraction of Corn Fields Information on Remotely Sensed Imagery Based on Multi-characters Space. IGARSS (2006)
Jianping Li, Bai Zhang, Shuqing Zhang, Zongming Wang
Image. ICCSA (1) (2006)
Bai Zhang, Kaishan Song, Yuanzhi Zhang, Fang Li, Zongming Wang
Study on the relationship between hyperspectral reflectance and soybean LAI, aboveground biomass. IGARSS (2005)
Kaishan Song, Bai Zhang, Hongtao Duan, Zongming Wang
Establishing a ann model with in-situ hyperspectral data for estimation chlorophyll-a concentrations in Nanhu Lake of Changchun, China. IGARSS (2005)
Dianwei Liu, Kaishan Song, Bai Zhang, Fang Li
Hyperspectral approaches for detecting the roadside tree chlorophyll content with BP neural networks. IGARSS (2005)
Jianping Li, Bai Zhang
A GIS-based study on the model for evaluation of direct submerging damage of flood disaster. IGARSS (2005)
Zongming Wang, Bai Zhang, Kaishan Song, Fang Li, Hongtao Duan
Corn chlorophyll estimation with in situ collected hyperspectral reflectance data. IGARSS (2005)
Kaishan Song, Bai Zhang, Yunsheng Zhao
Study on polarizing reflectance characteristics of leaves from four species of deciduous tree at various phenological phase in northeast of China. IGARSS (2003)
Yanfen He, Bai Zhang, Xuelin Zhang, Chaoqun Ma
Analysis on agro-ecological landscape pattern in Phaeozem land area in Northeast China. IGARSS (2003)
Bai Zhang, Haishang Cui, Yanfen He
The monitoring of land degradation: the change of saline-alkaline land in Jilin Province of China. IGARSS (2003)