Yang Yang

According to our database1, Yang Yang authored at least 22 papers between 2016 and 2021.

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

Timeline

Legend:

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PhD thesis 
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Online presence:

On csauthors.net:

Bibliography

2021
FlyIT: Drosophila Embryogenesis Image Annotation based on Image Tiling and Convolutional Neural Networks.
IEEE ACM Trans. Comput. Biol. Bioinform., 2021

HAMIL: Hierarchical Aggregation-Based Multi-Instance Learning for Microscopy Image Classification.
CoRR, 2021

A Unified Light Framework for Real-time Fault Detection of Freight Train Images.
CoRR, 2021

2020
Artificial intelligence-based multi-objective optimization protocol for protein structure refinement.
Bioinform., 2020

ImPLoc: a multi-instance deep learning model for the prediction of protein subcellular localization based on immunohistochemistry images.
Bioinform., 2020

NiuEM: A Nested-iterative Unsupervised Learning Model for Single-particle Cryo-EM Image Processing.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2020

2019
Predicting gene regulatory interactions based on spatial gene expression data and deep learning.
PLoS Comput. Biol., 2019

Clustering Enhancement of Noisy Cryo-Electron Microscopy Single-Particle Images with a Network Structural Similarity Metric.
J. Chem. Inf. Model., 2019

Judging Chemical Reaction Practicality From Positive Sample only Learning.
CoRR, 2019

AnnoFly: annotating Drosophila embryonic images based on an attention-enhanced RNN model.
Bioinform., 2019

2018
MiRGOFS: a GO-based functional similarity measurement for miRNAs, with applications to the prediction of miRNA subcellular localization and miRNA-disease association.
Bioinform., 2018

The lncLocator: a subcellular localization predictor for long non-coding RNAs based on a stacked ensemble classifier.
Bioinform., 2018

Detection of Curvilinear Structure in Images by a Multi-Centered Hough Forest Method.
IEEE Access, 2018

Line Junction Detection Without Prior-Delineation of Curvilinear Structure in Biomedical Images.
IEEE Access, 2018

Prediction of RNA-protein interactions with distributed feature representations and a hybrid deep model.
Proceedings of the 10th International Conference on Internet Multimedia Computing and Service, 2018

Prediction of MicroRNA Subcellular Localization by Using a Sequence-to-Sequence Model.
Proceedings of the IEEE International Conference on Data Mining, 2018

HMIML: Hierarchical Multi-Instance Multi-Label Learning of Drosophila Embryogenesis Images Using Convolutional Neural Networks.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018

IterVM: An Iterative Model for Single-Particle Cryo-EM Image Clustering Based on Variational Autoencoder and Multi-Reference Alignment.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018

2017
Hum-mPLoc 3.0: prediction enhancement of human protein subcellular localization through modeling the hidden correlations of gene ontology and functional domain features.
Bioinform., 2017

Detection of Curvilinear Centerline by Using Hough Voting.
Proceedings of the 4th IAPR Asian Conference on Pattern Recognition, 2017

Deep Learning-Based Classification of Protein Subcellular Localization from Immunohistochemistry Images.
Proceedings of the 4th IAPR Asian Conference on Pattern Recognition, 2017

2016
A New Subcellular Localization Predictor for Human Proteins Considering the Correlation of Annotation Features and Protein Multi-localization.
Proceedings of the Pattern Recognition - 7th Chinese Conference, 2016


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