Bai Zhang

Orcid: 0009-0005-9771-6754

According to our database1, Bai Zhang authored at least 55 papers between 2003 and 2023.

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Bibliography

2023
scGAMNN: Graph Antoencoder-Based Single-Cell RNA Sequencing Data Integration Algorithm Using Mutual Nearest Neighbors.
IEEE J. Biomed. Health Informatics, November, 2023

Towards fidelity of graph data augmentation via equivariance.
Knowl. Based Syst., November, 2023

Predicting potential microbe-disease associations based on multi-source features and deep learning.
Briefings Bioinform., July, 2023

P-CSN: single-cell RNA sequencing data analysis by partial cell-specific network.
Briefings Bioinform., May, 2023

Improved Object-Based Mapping of Aboveground Biomass Using Geographic Stratification with GEDI Data and Multi-Sensor Imagery.
Remote. Sens., 2023

MGPose: A Graph Data Augmentation Framework for 3D Human Pose Estimation via Masking.
Proceedings of the 9th International Conference on Computing and Artificial Intelligence, 2023

2022
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., 2022

scBPGRN: Integrating single-cell multi-omics data to construct gene regulatory networks based on BP neural network.
Comput. Biol. Medicine, 2022

2021
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, 2021

2019
Monitoring and Assessment of Wetland Loss and Fragmentation in the Cross-Boundary Protected Area: A Case Study of Wusuli River Basin.
Remote. Sens., 2019

Optimal Combination of Predictors and Algorithms for Forest Above-Ground Biomass Mapping from Sentinel and SRTM Data.
Remote. Sens., 2019

Mapping Spatial Variations of Structure and Function Parameters for Forest Condition Assessment of the Changbai Mountain National Nature Reserve.
Remote. Sens., 2019

Using Landsat OLI and Random Forest to Assess Grassland Degradation with Aboveground Net Primary Production and Electrical Conductivity Data.
ISPRS Int. J. Geo Inf., 2019

A Comparative Assessment of Geostatistical, Machine Learning, and Hybrid Approaches for Mapping Topsoil Organic Carbon Content.
ISPRS Int. J. Geo Inf., 2019

Rapid expansion of coastal aquaculture ponds in China from Landsat observations during 1984-2016.
Int. J. Appl. Earth Obs. Geoinformation, 2019

2018
Mapping Soil Salinity/Sodicity by using Landsat OLI Imagery and PLSR Algorithm over Semiarid West Jilin Province, China.
Sensors, 2018

Mapping Forest Cover in Northeast China from Chinese HJ-1 Satellite Data Using an Object-Based Algorithm.
Sensors, 2018

2015
KDDN: an open-source Cytoscape app for constructing differential dependency networks with significant rewiring.
Bioinform., 2015

2014
Integration of Network Biology and Imaging to Study Cancer Phenotypes and Responses.
IEEE ACM Trans. Comput. Biol. Bioinform., 2014

Knowledge-fused differential dependency network models for detecting significant rewiring in biological networks.
BMC Syst. Biol., 2014

AISAIC: a software suite for accurate identification of significant aberrations in cancers.
Bioinform., 2014

Ensemble random projection for multi-label classification with application to protein subcellular localization.
Proceedings of the IEEE International Conference on Acoustics, 2014

A statistical approach to identifying significant transgenerational methylation changes.
Proceedings of the 2014 IEEE Global Conference on Signal and Information Processing, 2014

2013
A self-trained semisupervised SVM approach to the remote sensing land cover classification.
Comput. Geosci., 2013

SPOT5 multi-spectral (MS) and panchromatic (PAN) image fusion using an improved wavelet method based on local algorithm.
Comput. Geosci., 2013

An ensemble classifier with random projection for predicting multi-label protein subcellular localization.
Proceedings of the 2013 IEEE International Conference on Bioinformatics and Biomedicine, 2013

2012
Nonlinear System Modeling With Random Matrices: Echo State Networks Revisited.
IEEE Trans. Neural Networks Learn. Syst., 2012

Accurate identification of significant aberrations in contaminated cancer genome.
Proceedings of the Proceedings 2012 IEEE International Workshop on Genomic Signal Processing and Statistics, 2012

2011
DDN: a caBIG<sup>®</sup> analytical tool for differential network analysis.
Bioinform., 2011

BACOM: <i>in silico</i> detection of genomic deletion types and correction of normal cell contamination in copy number data.
Bioinform., 2011

PerHPC: Design and Implement Personal High Performance Computing Platform Using Cloud Computing Technology.
Proceedings of the Sixth Chinagrid Annual Conference, ChinaGrid 2011, Dalian, Liaoning, 2011

Knowledge-guided differential dependency network learning for detecting structural changes in biological networks.
Proceedings of the ACM International Conference on Bioinformatics, 2011

2010
Learning Structural Changes of Gaussian Graphical Models in Controlled Experiments.
Proceedings of the UAI 2010, 2010

Spatial mapping of actual evapotranspiration and water deficit with MODIS products in the Songnen Plain, northeast China.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010

Improved models for Chla estimation by considering the effect of phytoplankton specific absorption.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010

Application of PCA and canopy near, shortwave-infrared bands for soybean and corn FPAR estimation in the Songnen Plain, China.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010

Retrival of total suspended matter (TSM) using remotely sensed images in Shitoukoumen Reservior, Northeast China.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010

Analysis on the spectral reflectance response to snow contaminants in northeast China.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010

Spatial distribution and the possible source of CDOM for inland water in summer in the Northeast China.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010

2009
Differential dependency network analysis to identify condition-specific topological changes in biological networks.
Bioinform., 2009

Land Use/land Cover (LULC) Characterizaitoin with MODIS Time Series Data in the Amu River Basin.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009

Land Use/Cover Characterization with MODIS Time Series Data with Hybrid Classification Mothed over Australia for 2001 and 2003.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009

Study on Automatic Detection of Airplane Object in Remote Sensing Images.
Proceedings of the Fuzzy Information and Engineering, 2009

Accurate Estimation of Genomic Deletions and Normal Cell Contamination by Bayesian Analysis of Mixtures.
Proceedings of the 2009 IEEE International Conference on Bioinformatics and Biomedicine, 2009

2008
Inferring Condition-Specific miRNA-Gene Modules from miRNA and mRNA Profiling Data.
Proceedings of the International Conference on Bioinformatics, 2008

2006
Study on Automatic Extraction of Corn Fields Information on Remotely Sensed Imagery Based on Multi-characters Space.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2006

An Algorithm on Extraction of Saline-Alkalized Land by Image Segmentation Based on ETM<sup>+ </sup>Image.
Proceedings of the Computational Science and Its Applications, 2006

2005
Study on the relationship between hyperspectral reflectance and soybean LAI, aboveground biomass.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2005

Corn chlorophyll estimation with in situ collected hyperspectral reflectance data.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2005

Establishing a ann model with in-situ hyperspectral data for estimation chlorophyll-a concentrations in Nanhu Lake of Changchun, China.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2005

Hyperspectral approaches for detecting the roadside tree chlorophyll content with BP neural networks.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2005

A GIS-based study on the model for evaluation of direct submerging damage of flood disaster.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2005

2003
The monitoring of land degradation: the change of saline-alkaline land in Jilin Province of China.
Proceedings of the 2003 IEEE International Geoscience and Remote Sensing Symposium, 2003

Study on polarizing reflectance characteristics of leaves from four species of deciduous tree at various phenological phase in northeast of China.
Proceedings of the 2003 IEEE International Geoscience and Remote Sensing Symposium, 2003

Analysis on agro-ecological landscape pattern in Phaeozem land area in Northeast China.
Proceedings of the 2003 IEEE International Geoscience and Remote Sensing Symposium, 2003


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