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2020 – today
- 2024
[j23]Soumik Purkayastha
, Peter X.-K. Song:
fastMI: A fast and consistent copula-based nonparametric estimator of mutual information. J. Multivar. Anal. 201: 105270 (2024)- 2023
- [j22]Emily C. Hector, Lan Luo, Peter X.-K. Song:
Parallel-and-stream accelerator for computationally fast supervised learning. Comput. Stat. Data Anal. 177: 107587 (2023) - [j21]Lan Shi, Marianthie Wank, Yan Chen, Yibo Wang, Yachuan Liu, Emily C. Hector, Peter X. K. Song:
Sleep Classification With Artificial Synthetic Imaging Data Using Convolutional Neural Networks. IEEE J. Biomed. Health Informatics 27(1): 421-432 (2023) - [j20]Margaret Banker, Peter X. K. Song:
Supervised Learning of Physical Activity Features From Functional Accelerometer Data. IEEE J. Biomed. Health Informatics 27(12): 5710-5721 (2023) - [i5]Spencer Giddens, Yiwang Zhou, Kevin R. Krull, Tara M. Brinkman, Peter X. K. Song, Fang Liu:
A Differentially Private Weighted Empirical Risk Minimization Procedure and its Application to Outcome Weighted Learning. CoRR abs/2307.13127 (2023) - 2022
- [j19]Joseph Naiman, Peter Xuekun Song:
Multivariate Functional Kernel Machine Regression and Sparse Functional Feature Selection. Entropy 24(2): 203 (2022) - [j18]Elyas Sabeti, Sehong Oh, Peter X. K. Song, Alfred O. Hero III:
A Pattern Dictionary Method for Anomaly Detection. Entropy 24(8): 1095 (2022) - [i4]Wen Wang, Shihao Wu, Ziwei Zhu, Ling Zhou, Peter X.-K. Song:
Supervised Homogeneity Fusion: a Combinatorial Approach. CoRR abs/2201.01036 (2022) - 2021
- [j17]Fei Wang, Ling Zhou, Lu Tang, Peter X. K. Song:
Method of Contraction-Expansion (MOCE) for Simultaneous Inference in Linear Models. J. Mach. Learn. Res. 22: 192:1-192:32 (2021) - [j16]Xichen She, Yaya Zhai, Ricardo Henao, Christopher W. Woods, Christopher Chiu, Geoffrey S. Ginsburg, Peter X. K. Song, Alfred O. Hero III:
Adaptive Multi-Channel Event Segmentation and Feature Extraction for Monitoring Health Outcomes. IEEE Trans. Biomed. Eng. 68(8): 2377-2388 (2021) - [c3]Elyas Sabeti, Peter X. K. Song, Alfred O. Hero III:
Data Discovery Using Lossless Compression-Based Sparse Representation. ICASSP 2021: 5539-5543 - [i3]Elyas Sabeti, Peter X. K. Song, Alfred O. Hero III:
Data Discovery Using Lossless Compression-Based Sparse Representation. CoRR abs/2103.08765 (2021) - 2020
- [j15]Emily C. Hector, Peter X.-K. Song:
Doubly Distributed Supervised Learning and Inference with High-Dimensional Correlated Outcomes. J. Mach. Learn. Res. 21: 173:1-173:35 (2020) - [j14]Lu Tang, Ling Zhou, Peter X.-K. Song:
Distributed simultaneous inference in generalized linear models via confidence distribution. J. Multivar. Anal. 176 (2020) - [j13]Lan Luo, Xichen She, Jiexuan Cao, Yunlong Zhang, Yijiang Li, Peter X. K. Song:
Detection and Prediction of Ovulation From Body Temperature Measured by an In-Ear Wearable Thermometer. IEEE Trans. Biomed. Eng. 67(2): 512-522 (2020) - [c2]Elyas Sabeti, Peter X. K. Song, Alfred O. Hero III:
Pattern-Based Analysis of Time Series: Estimation. ISIT 2020: 1236-1241 - [i2]Elyas Sabeti, Peter X. K. Song, Alfred O. Hero III:
Pattern-Based Analysis of Time Series: Estimation. CoRR abs/2005.00926 (2020)
2010 – 2019
- 2019
- [j12]Mathieu Bray, Wen Wang, Michael A. Rees, Peter X.-K. Song, Alan Leichtman, Valarie B. Ashby, John D. Kalbfleisch:
KPDGUI: An interactive application for optimization and management of a virtual kidney paired donation program. Comput. Biol. Medicine 108: 345-353 (2019) - [j11]Lu Tang, Ling Zhou, Peter X. K. Song:
Fusion learning algorithm to combine partially heterogeneous Cox models. Comput. Stat. 34(1): 395-414 (2019) - [i1]Fei Wang, Ling Zhou, Lu Tang, Peter X.-K. Song:
Method of Contraction-Expansion (MOCE) for Simultaneous Inference in Linear Models. CoRR abs/1908.01253 (2019) - 2016
- [j10]Wei Ding, Peter X.-K. Song:
EM algorithm in Gaussian copula with missing data. Comput. Stat. Data Anal. 101: 1-11 (2016) - [j9]Lu Tang, Peter X. K. Song:
Fused Lasso Approach in Regression Coefficients Clustering - Learning Parameter Heterogeneity in Data Integration. J. Mach. Learn. Res. 17: 113:1-113:23 (2016) - [j8]Xuewen Lu, Pooneh Pordeli, Murray D. Burke, Peter X.-K. Song:
Partially linear single-index proportional hazards model with current status data. J. Multivar. Anal. 151: 14-36 (2016) - 2015
- [j7]Peisong Han, Peter X.-K. Song, Lu Wang:
Achieving semiparametric efficiency bound in longitudinal data analysis with dropouts. J. Multivar. Anal. 135: 59-70 (2015) - 2013
- [j6]Peter X.-K. Song, R. Keith Freeland, Atanu Biswas, Shulin Zhang:
Statistical analysis of discrete-valued time series using categorical ARMA models. Comput. Stat. Data Anal. 57(1): 112-124 (2013) - 2012
- [j5]Xuewen Lu, Peter X.-K. Song:
On efficient estimation in additive hazards regression with current status data. Comput. Stat. Data Anal. 56(6): 2051-2058 (2012) - [j4]Shulin Zhang, Peter X.-K. Song, Daimin Shi, Qian M. Zhou:
Information ratio test for model misspecification on parametric structures in stochastic diffusion models. Comput. Stat. Data Anal. 56(12): 3975-3987 (2012) - [j3]Yanhua Chen, Yijiang Li, John D. Kalbfleisch, Yan Zhou, Alan Leichtman, Peter X.-K. Song:
Graph-Based Optimization Algorithm and Software on Kidney Exchanges. IEEE Trans. Biomed. Eng. 59(7): 1985-1991 (2012) - 2011
- [c1]Yanhua Chen, Peter X.-K. Song:
Computerized decision support system for kidney paired donation program. EMBC 2011: 3172-3175
2000 – 2009
- 2009
- [j2]Xin Gao, Daniel Q. Pu, Peter X. K. Song:
Transition Dependency: A Gene-Gene Interaction Measure for Times Series Microarray Data. EURASIP J. Bioinform. Syst. Biol. 2009 (2009) - 2005
- [j1]Xin Gao, Peter X. K. Song:
Nonparametric tests for differential gene expression and interaction effects in multi-factorial microarray experiments. BMC Bioinform. 6: 186 (2005)
Coauthor Index
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