Tianwei Yu

Orcid: 0000-0003-1766-8683

According to our database1, Tianwei Yu authored at least 35 papers between 2005 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2023
MM-GANN-DDI: Multimodal Graph-Agnostic Neural Networks for Predicting Drug-Drug Interaction Events.
Comput. Biol. Medicine, November, 2023

An integrated deep learning framework for the interpretation of untargeted metabolomics data.
Briefings Bioinform., July, 2023

Multi-Speed Global Contextual Subspace Matching for Few-Shot Action Recognition.
Proceedings of the 31st ACM International Conference on Multimedia, 2023

2022
Real-Time Efficient Trajectory Planning for Quadrotor Based on Hard Constraints.
J. Intell. Robotic Syst., July, 2022

An Attention Cascade Global-Local Network for Remote Sensing Scene Classification.
Remote. Sens., 2022

AIME: Autoencoder-based integrative multi-omics data embedding that allows for confounder adjustments.
PLoS Comput. Biol., 2022

Metapone: a Bioconductor package for joint pathway testing for untargeted metabolomics data.
Bioinform., 2022

BraceNet: Graph-Embedded Neural Network For Brain Network Analysis.
Proceedings of the IEEE International Conference on Big Data, 2022

2021
Accurate feature selection improves single-cell RNA-seq cell clustering.
Briefings Bioinform., 2021

2020
forgeNet: a graph deep neural network model using tree-based ensemble classifiers for feature graph construction.
Bioinform., 2020

scBatch: batch-effect correction of RNA-seq data through sample distance matrix adjustment.
Bioinform., 2020

2019
DNLC: differential network local consistency analysis.
BMC Bioinform., December, 2019

Real-Time Semantic Plane Reconstruction on a Monocular Drone Using Sparse Fusion.
IEEE Trans. Veh. Technol., 2019

forgeNet: A graph deep neural network model using tree-based ensemble classifiers for feature extraction.
CoRR, 2019

2018
Nonlinear variable selection with continuous outcome: A fully nonparametric incremental forward stagewise approach.
Stat. Anal. Data Min., 2018

A new dynamic correlation algorithm reveals novel functional aspects in single cell and bulk RNA-seq data.
PLoS Comput. Biol., 2018

A graph-embedded deep feedforward network for disease outcome classification and feature selection using gene expression data.
Bioinform., 2018

Missing value imputation for LC-MS metabolomics data by incorporating metabolic network and adduct ion relations.
Bioinform., 2018

Mitigating the adverse impact of batch effects in sample pattern detection.
Bioinform., 2018

2017
Detecting subnetwork-level dynamic correlations.
Bioinform., 2017

2016
Bayesian network feature finder (BANFF): an R package for gene network feature selection.
Bioinform., 2016

2014
Network-based modular latent structure analysis.
BMC Bioinform., 2014

Improving peak detection in high-resolution LC/MS metabolomics data using preexisting knowledge and machine learning approach.
Bioinform., 2014

2013
Hierarchical Clustering of High- Throughput Expression Data Based on General Dependences.
IEEE ACM Trans. Comput. Biol. Bioinform., 2013

AAPL: assessing association between <i>p</i>-value lists.
Stat. Anal. Data Min., 2013

xMSanalyzer: automated pipeline for improved feature detection and downstream analysis of large-scale, non-targeted metabolomics data.
BMC Bioinform., 2013

2011
Incorporating Nonlinear Relationships in Microarray Missing Value Imputation.
IEEE ACM Trans. Comput. Biol. Bioinform., 2011

Clustering based on periodicity in high-throughput time course data.
Stat. Anal. Data Min., 2011

2010
Quantification and deconvolution of asymmetric LC-MS peaks using the bi-Gaussian mixture model and statistical model selection.
BMC Bioinform., 2010

An exploratory data analysis method to reveal modular latent structures in high-throughput data.
BMC Bioinform., 2010

2009
apLCMS - adaptive processing of high-resolution LC/MS data.
Bioinform., 2009

2007
A forward-backward fragment assembling algorithm for the identification of genomic amplification and deletion breakpoints using high-density single nucleotide polymorphism (SNP) array.
BMC Bioinform., 2007

Detection of eQTL modules mediated by activity levels of transcription factors.
Bioinform., 2007

2005
Study of coordinative gene expression at the biological process level.
Bioinform., 2005

Inference of transcriptional regulatory network by two-stage constrained space factor analysis.
Bioinform., 2005


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