Peter X. K. Song

According to our database, Peter X. K. Song authored at least 28 papers between 2005 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

fastMI: A fast and consistent copula-based nonparametric estimator of mutual information.

Soumik Purkayastha, Peter X.-K. Song

J. Multivar. Anal., 2024

2023

Supervised Learning of Physical Activity Features From Functional Accelerometer Data.

Margaret Banker, Peter X. K. Song

IEEE J. Biomed. Health Informatics, December, 2023

Sleep Classification With Artificial Synthetic Imaging Data Using Convolutional Neural Networks.

Lan Shi, Marianthie Wank, Yan Chen, Yibo Wang, Yachuan Liu, Emily C. Hector, Peter X. K. Song

IEEE J. Biomed. Health Informatics, 2023

Parallel-and-stream accelerator for computationally fast supervised learning.

Emily C. Hector, Lan Luo, Peter X.-K. Song

Comput. Stat. Data Anal., 2023

A Differentially Private Weighted Empirical Risk Minimization Procedure and its Application to Outcome Weighted Learning.

Spencer Giddens, Yiwang Zhou, Kevin R. Krull, Tara M. Brinkman, Peter X. K. Song, Fang Liu

CoRR, 2023

2022

A Pattern Dictionary Method for Anomaly Detection.

Elyas Sabeti, Sehong Oh, Peter X. K. Song, Alfred O. Hero III

Entropy, 2022

Multivariate Functional Kernel Machine Regression and Sparse Functional Feature Selection.

Joseph Naiman, Peter Xuekun Song

Entropy, 2022

Supervised Homogeneity Fusion: a Combinatorial Approach.

Wen Wang, Shihao Wu, Ziwei Zhu, Ling Zhou, Peter X.-K. Song

CoRR, 2022

2021

Adaptive Multi-Channel Event Segmentation and Feature Extraction for Monitoring Health Outcomes.

Xichen She, Yaya Zhai, Ricardo Henao, Christopher W. Woods, Christopher Chiu, Geoffrey S. Ginsburg, Peter X. K. Song, Alfred O. Hero III

IEEE Trans. Biomed. Eng., 2021

Method of Contraction-Expansion (MOCE) for Simultaneous Inference in Linear Models.

Fei Wang, Ling Zhou, Lu Tang, Peter X. K. Song

J. Mach. Learn. Res., 2021

Data Discovery Using Lossless Compression-Based Sparse Representation.

Elyas Sabeti, Peter X. K. Song, Alfred O. Hero III

Proceedings of the IEEE International Conference on Acoustics, 2021

2020

Detection and Prediction of Ovulation From Body Temperature Measured by an In-Ear Wearable Thermometer.

Lan Luo, Xichen She, Jiexuan Cao, Yunlong Zhang, Yijiang Li, Peter X. K. Song

IEEE Trans. Biomed. Eng., 2020

Distributed simultaneous inference in generalized linear models via confidence distribution.

Lu Tang, Ling Zhou, Peter X.-K. Song

J. Multivar. Anal., 2020

Doubly Distributed Supervised Learning and Inference with High-Dimensional Correlated Outcomes.

Emily C. Hector, Peter X.-K. Song

J. Mach. Learn. Res., 2020

Pattern-Based Analysis of Time Series: Estimation.

Elyas Sabeti, Peter X. K. Song, Alfred O. Hero III

Proceedings of the IEEE International Symposium on Information Theory, 2020

2019

Fusion learning algorithm to combine partially heterogeneous Cox models.

Lu Tang, Ling Zhou, Peter X. K. Song

Comput. Stat., 2019

KPDGUI: An interactive application for optimization and management of a virtual kidney paired donation program.

Mathieu Bray, Wen Wang, Michael A. Rees, Peter X.-K. Song, Alan Leichtman, Valarie B. Ashby, John D. Kalbfleisch

Comput. Biol. Medicine, 2019

2016

Partially linear single-index proportional hazards model with current status data.

Xuewen Lu, Pooneh Pordeli, Murray D. Burke, Peter X.-K. Song

J. Multivar. Anal., 2016

Fused Lasso Approach in Regression Coefficients Clustering - Learning Parameter Heterogeneity in Data Integration.

Lu Tang, Peter X. K. Song

J. Mach. Learn. Res., 2016

EM algorithm in Gaussian copula with missing data.

Wei Ding, Peter X.-K. Song

Comput. Stat. Data Anal., 2016

2015

Achieving semiparametric efficiency bound in longitudinal data analysis with dropouts.

Peisong Han, Peter X.-K. Song, Lu Wang

J. Multivar. Anal., 2015

2013

Statistical analysis of discrete-valued time series using categorical ARMA models.

Peter X.-K. Song, R. Keith Freeland, Atanu Biswas, Shulin Zhang

Comput. Stat. Data Anal., 2013

2012

Graph-Based Optimization Algorithm and Software on Kidney Exchanges.

Yanhua Chen, Yijiang Li, John D. Kalbfleisch, Yan Zhou, Alan Leichtman, Peter X.-K. Song

IEEE Trans. Biomed. Eng., 2012

Information ratio test for model misspecification on parametric structures in stochastic diffusion models.

Shulin Zhang, Peter X.-K. Song, Daimin Shi, Qian M. Zhou

Comput. Stat. Data Anal., 2012

On efficient estimation in additive hazards regression with current status data.

Xuewen Lu, Peter X.-K. Song

Comput. Stat. Data Anal., 2012

2011

Computerized decision support system for kidney paired donation program.

Yanhua Chen, Peter X.-K. Song

Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

2009

Transition Dependency: A Gene-Gene Interaction Measure for Times Series Microarray Data.

Xin Gao, Daniel Q. Pu, Peter X. K. Song

EURASIP J. Bioinform. Syst. Biol., 2009

2005

Nonparametric tests for differential gene expression and interaction effects in multi-factorial microarray experiments.

Xin Gao, Peter X. K. Song

BMC Bioinform., 2005