Search Results - "Huang, Jianhua"

A Simple Accurate Formula for Calculating Saturation Vapor Pressure of Water and Ice by Huang, Jianhua

“…It is necessary to calculate the saturation vapor pressure of water and of ice for some purposes in many disciplines. A number of formulas are available for…”
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The variation of climate change impact on building energy consumption to building type and spatiotemporal scale by Huang, Jianhua, Gurney, Kevin Robert

“…Building energy consumption is vulnerable to climate change due to the direct relationship between outside temperature and space cooling/heating. This work…”
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Sparse Reduced-Rank Regression for Simultaneous Dimension Reduction and Variable Selection by Chen, Lisha, Huang, Jianhua Z

“…The reduced-rank regression is an effective method in predicting multiple response variables from the same set of predictor variables. It reduces the number of…”
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full scale approximation of covariance functions for large spatial data sets by Sang, Huiyan, Huang, Jianhua Z.

“…Gaussian process models have been widely used in spatial statistics but face tremendous computational challenges for very large data sets. The model fitting…”
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Sparse principal component analysis via regularized low rank matrix approximation by Shen, Haipeng, Huang, Jianhua Z.

“…Principal component analysis (PCA) is a widely used tool for data analysis and dimension reduction in applications throughout science and engineering. However,…”
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A PSO-Based Uneven Dynamic Clustering Multi-Hop Routing Protocol for Wireless Sensor Networks by Ruan, Danwei, Huang, Jianhua

“…Since wireless sensor networks (WSNs) are powered by energy-constrained batteries, many energy-efficient routing protocols have been proposed to extend the…”
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BN Embedded Polycyclic π-Conjugated Systems: Synthesis, Optoelectronic Properties, and Photovoltaic Applications by Huang, Jianhua, Li, Yuqing

“…In the periodic table of elements, boron (B, atomic number, 5) and nitrogen (N, atomic number, 7) are neighboring to the carbon (C, atomic number, 6). Thus,…”
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Asymptotic properties of penalized spline estimators in concave extended linear models: Rates of convergence by Huang, Jianhua Z., Su, Ya

“…This paper develops a general theory on rates of convergence of penalized spline estimators for function estimation when the likelihood functional is concave…”
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Asymptotically faster estimation of high‐dimensional additive models using subspace learning by He, Kejun, He, Shiyuan, Huang, Jianhua Z.

“…As a commonly used nonparametric model to overcome the curse of dimensionality, the additive model continually attracts attentions of researchers. Our recent…”
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Variable Selection in Nonparametric Varying-Coefficient Models for Analysis of Repeated Measurements by Wang, Lifeng, Li, Hongzhe, Huang, Jianhua Z.

“…Nonparametric varying-coefficient models are commonly used for analyzing data measured repeatedly over time, including longitudinal and functional response…”
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Characterization of Type Ia Supernova Light Curves Using Principal Component Analysis of Sparse Functional Data by He, Shiyuan, Wang, Lifan, Huang, Jianhua Z.

“…With growing data from ongoing and future supernova surveys, it is possible to empirically quantify the shapes of SNIa light curves in more detail, and to…”
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BOOTSTRAP CONSISTENCY FOR GENERAL SEMIPARAMETRIC M -ESTIMATION by Cheng, Guang, Huang, Jianhua Z.

“…Consider M -estimation in a semiparametric model that is characterized by a Euclidean parameter of interest and an infinite-dimensional nuisance parameter. As…”
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A Reproducing Kernel Hilbert Space Approach to Functional Calibration of Computer Models by Tuo, Rui, He, Shiyuan, Pourhabib, Arash, Ding, Yu, Huang, Jianhua Z.

“…This article develops a frequentist solution to the functional calibration problem, where the value of a calibration parameter in a computer model is allowed…”
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Time Series Seasonal Adjustment Using Regularized Singular Value Decomposition by Lin, Wei, Huang, Jianhua Z., McElroy, Tucker

“…We propose a new seasonal adjustment method based on the Regularized Singular Value Decomposition (RSVD) of the matrix obtained by reshaping the seasonal time…”
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Improved Estimation of High-dimensional Additive Models Using Subspace Learning by He, Shiyuan, He, Kejun, Huang, Jianhua Z.

“…Additive models have been widely used as a flexible nonparametric regression method that can overcome the curse of dimensionality. Using sparsity-inducing…”
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Coupling of Hedgehog and Hippo pathways promotes stem cell maintenance by stimulating proliferation by Huang, Jianhua, Kalderon, Daniel

“…It is essential to define the mechanisms by which external signals regulate adult stem cell numbers, stem cell maintenance, and stem cell proliferation to…”
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Sweating guarded hot plate test method by Huang, Jianhua

“…The sweating guarded hot plate instrument, simulating the heat and moisture transfer from the body surface through clothing material to the environment, was…”
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Exponential Family Functional Data Analysis via a Low–Rank Model by Li, Gen, Huang, Jianhua Z., Shen, Haipeng

“…In many applications, non-Gaussian data such as binary or count are observed over a continuous domain and there exists a smooth underlying structure for…”
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Biclustering via structured regularized matrix decomposition by Zhong, Yan, Huang, Jianhua Z.

“…Biclustering is a machine learning problem that deals with simultaneously clustering of rows and columns of a data matrix. Complex structures of the data…”
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HGT is widespread in insects and contributes to male courtship in lepidopterans by Li, Yang, Liu, Zhiguo, Liu, Chao, Shi, Zheyi, Pang, Lan, Chen, Chuzhen, Chen, Yun, Pan, Ronghui, Zhou, Wenwu, Chen, Xue-xin, Rokas, Antonis, Huang, Jianhua, Shen, Xing-Xing

“…Horizontal gene transfer (HGT) is an important evolutionary force shaping prokaryotic and eukaryotic genomes. HGT-acquired genes have been sporadically…”
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