2024
Grouped feature screening for ultrahigh-dimensional classification via Gini distance correlation.
J. Multivar. Anal., 2024
QAR Data Imputation Using Generative Adversarial Network with Self-Attention Mechanism.
Big Data Min. Anal., 2024
2023
Multivariate time series data imputation using attention-based mechanism.
Neurocomputing, July, 2023
2021
Estimating Feature-Label Dependence Using Gini Distance Statistics.
IEEE Trans. Pattern Anal. Mach. Intell., 2021
2020
Short-term multiple power type prediction based on deep learning.
Int. J. Syst. Assur. Eng. Manag., 2020
An application performance optimization model of mobile augmented reality based on hd restoration.
Proceedings of the Eighth International Conference on Advanced Cloud and Big Data, 2020
2019
Heart Sound Analysis Based on Extended Features and Related Factors.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2019
Predicting Electricity Usage Based on Deep Neural Network<sup>*</sup>.
Proceedings of the IEEE International Conference on Computational Intelligence and Virtual Environments for Measurement Systems and Applications, 2019
Improving Performance of Convolutional Neural Networks via Feature Embedding.
Proceedings of the 2019 ACM Southeast Conference, 2019
2018
Robust and Efficient Boosting Method Using the Conditional Risk.
IEEE Trans. Neural Networks Learn. Syst., 2018
Pareto cascade modeling of diffusion networks.
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018
An Online Power System Dynamics Prediction Based on Deep Neural Network.
Proceedings of the International Conference on Electronics and Electrical Engineering Technology, 2018
Recognition Influence of Different Acousitc Characters between Male and Female Speakers.
Proceedings of the 2018 2nd International Conference on Computer Science and Artificial Intelligence, 2018
Integration of Cancer Data through Multiple Mixed Graphical Model.
Proceedings of the 2018 ACM International Conference on Bioinformatics, 2018
2017
An efficient movement and mental classification for children with autism based on motion and EEG features.
J. Ambient Intell. Humaniz. Comput., 2017
Label confidence based AdaBoost algorithm.
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017
An image reconstruction framework based on deep neural network for electrical impedance tomography.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017
A robust speech watermarking based on Quantization Index Modulation and Double Discrete Cosine Transform.
Proceedings of the 10th International Congress on Image and Signal Processing, 2017
2015
Robust Model-Based Learning via Spatial-EM Algorithm.
IEEE Trans. Knowl. Data Eng., 2015
A generative Bayesian model to identify cancer driver genes.
Proceedings of the 2015 IEEE International Conference on Bioinformatics and Biomedicine, 2015
2014
Financial ratio selection for business failure prediction using soft set theory.
Knowl. Based Syst., 2014
Noise Power Spectral Density Estimation Using the Generalized Gamma Probability Density Function and Minimum Mean Square Error.
IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2014
Learning accurate and interpretable models based on regularized random forests regression.
BMC Syst. Biol., 2014
2013
Rule based regression and feature selection for biological data.
Proceedings of the 2013 IEEE International Conference on Bioinformatics and Biomedicine, 2013
2012
Multiclass classification with potential function rules: Margin distribution and generalization.
Pattern Recognit., 2012
The prediction for listed companies' financial distress by using multiple prediction methods with rough set and Dempster-Shafer evidence theory.
Knowl. Based Syst., 2012
2011
Leveraging domain information to restructure biological prediction.
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BMC Bioinform., 2011
Noise reduction using modified phase spectra and Wiener Filter.
Proceedings of the 2011 IEEE International Workshop on Machine Learning for Signal Processing, 2011
2010
Projection based scatter depth functions and associated scatter estimators.
J. Multivar. Anal., 2010
Learning to rank using 1-norm regularization and convex hull reduction.
Proceedings of the 48th Annual Southeast Regional Conference, 2010
2009
Outlier Detection with the Kernelized Spatial Depth Function.
IEEE Trans. Pattern Anal. Mach. Intell., 2009
Graph ranking for exploratory gene data analysis.
BMC Bioinform., 2009
2007
Robust clustering in high dimensional data using statistical depths.
BMC Bioinform., 2007
Depth-Based Novelty Detection and Its Application to Taxonomic Research.
Proceedings of the 7th IEEE International Conference on Data Mining (ICDM 2007), 2007