An effective cost-sensitive sparse online learning framework for imbalanced streaming data classification and its application to online anomaly detection.

[BibT_eX]

[DOI]

Zhong Chen

Victor S. Sheng

Andrea Edwards

Kun Zhang

Knowl. Inf. Syst., January, 2023

MMA: Multi-Metric-Autoencoder for Analyzing High-Dimensional and Incomplete Data.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases: Research Track, 2023

Defending the Graph Reconstruction Attacks for Simplicial Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the 10th IEEE International Conference on Data Science and Advanced Analytics, 2023

Simplex2vec Backward: From Vectors Back to Simplicial Complex.

[BibT_eX]

[DOI]

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

Online Semi-supervised Learning with Mix-Typed Streaming Features.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Effective Cancer Subtype and Stage Prediction via Dropfeature-DNNs.

[BibT_eX]

[DOI]

IEEE ACM Trans. Comput. Biol. Bioinform., 2022

Driver gene detection through Bayesian network integration of mutation and expression profiles.

[BibT_eX]

[DOI]

Bioinform., 2022

Projection Dual Averaging Based Second-order Online Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Data Mining, 2022

Proximal Cost-sensitive Sparse Group Online Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Big Data, 2022

2021

Adaptive robust local online density estimation for streaming data.

[BibT_eX]

[DOI]

Int. J. Mach. Learn. Cybern., 2021

A deep imputation and inference framework for estimating personalized and race-specific causal effects of genomic alterations on PSA.

[BibT_eX]

[DOI]

J. Bioinform. Comput. Biol., 2021

CSRDA: Cost-sensitive Regularized Dual Averaging for Handling Imbalanced and High-dimensional Streaming Data.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE International Conference on Big Knowledge, 2021

2020

Fusion Lasso and Its Applications to Cancer Subtype and Stage Prediction.

[BibT_eX]

[DOI]

Zhong Chen

Andrea Edwards

Kun Zhang

Proceedings of the BCB '20: 11th ACM International Conference on Bioinformatics, 2020

2019

Learning discriminative subregions and pattern orders for facial gender classification.

[BibT_eX]

[DOI]

Image Vis. Comput., 2019

2018

Online Density Estimation over Streaming Data: A Local Adaptive Solution.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018

2017

CSTG: An Effective Framework for Cost-sensitive Sparse Online Learning.

[BibT_eX]

[DOI]

Proceedings of the 2017 SIAM International Conference on Data Mining, 2017

2016

Construction method of concept lattice based on improved variable precision rough set.

[BibT_eX]

[DOI]

Ruiling Zhang

Shengwu Xiong

Zhong Chen

Neurocomputing, 2016

2015

An Improved Saliency Detection Approach for Flying Apsaras in the Dunhuang Grotto Murals, China.

[BibT_eX]

[DOI]

Adv. Multim., 2015

An Ontology-Based Approach for Measuring Semantic Similarity Between Words.

[BibT_eX]

[DOI]

Ruiling Zhang

Shengwu Xiong

Zhong Chen

Proceedings of the Advanced Intelligent Computing Theories and Applications, 2015

2014

A kernel support vector machine-based feature selection approach for recognizing Flying Apsaras' streamers in the Dunhuang Grotto Murals, China.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2014

2013

Multiobjective Optimization of Evacuation Routes in Stadium Using Superposed Potential Field Network Based ACO.

[BibT_eX]

[DOI]

Comput. Intell. Neurosci., 2013

Zhong Chen

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