Works about HIGH-dimensional model representation

Results: 395

A Note on Monte Carlo Integration in High Dimensions.

Published in:

American Statistician, 2024, v. 78, n. 3, p. 290, doi. 10.1080/00031305.2023.2267637

By:

Tang, Yanbo

Publication type:

Article

An Improved Vantage Point Bees Algorithm to Solve Combinatorial Optimization Problems from TSPLIB.

Published in:

Macromolecular Symposia, 2021, v. 396, n. 1, p. 1, doi. 10.1002/masy.202000299

By:

Zeybek, Sultan;
Ismail, Asrul Harun;
Hartono, Natalia;
Caterino, Mario;
Jiang, Kaiwen

Publication type:

Article

A $$U$$-statistic approach for a high-dimensional two-sample mean testing problem under non-normality and Behrens-Fisher setting.

Published in:

Annals of the Institute of Statistical Mathematics, 2014, v. 66, n. 1, p. 33, doi. 10.1007/s10463-013-0404-2

By:

Ahmad, M.

Publication type:

Article

Global sensitivity analysis of riveting parameters based on a random sampling-high dimensional model representation.

Published in:

International Journal of Advanced Manufacturing Technology, 2021, v. 113, n. 1/2, p. 465, doi. 10.1007/s00170-021-06593-7

By:

Yin, Junqing;
Gu, Jinyu;
Chen, Yongdang;
Zhang, Feng

Publication type:

Article

An adaptive PCE-HDMR metamodeling approach for high-dimensional problems.

Published in:

Structural & Multidisciplinary Optimization, 2021, v. 64, n. 1, p. 141, doi. 10.1007/s00158-021-02866-7

By:

Yue, Xinxin;
Zhang, Jian;
Gong, Weijie;
Luo, Min;
Duan, Libin

Publication type:

Article

Surrogate-assisted global sensitivity analysis: an overview.

Published in:

Structural & Multidisciplinary Optimization, 2020, v. 61, n. 3, p. 1187, doi. 10.1007/s00158-019-02413-5

By:

Cheng, Kai;
Lu, Zhenzhou;
Ling, Chunyan;
Zhou, Suting

Publication type:

Article

A developed surrogate-based optimization framework combining HDMR-based modeling technique and TLBO algorithm for high-dimensional engineering problems.

Published in:

Structural & Multidisciplinary Optimization, 2019, v. 60, n. 2, p. 663, doi. 10.1007/s00158-019-02228-4

By:

Wu, Xiaojing;
Peng, Xuhao;
Chen, Weisheng;
Zhang, Weiwei

Publication type:

Article

Comparative study of HDMRs and other popular metamodeling techniques for high dimensional problems.

Published in:

Structural & Multidisciplinary Optimization, 2019, v. 59, n. 1, p. 21, doi. 10.1007/s00158-018-2046-8

By:

Chen, Liming;
Wang, Hu;
Ye, Fan;
Hu, Wei

Publication type:

Article

Employing partial metamodels for optimization with scarce samples.

Published in:

Structural & Multidisciplinary Optimization, 2018, v. 57, n. 3, p. 1329, doi. 10.1007/s00158-017-1815-0

By:

Wu, Di;
Hajikolaei, Kambiz H.;
Wang, G. Gary

Publication type:

Article

An adaptive RBF-HDMR modeling approach under limited computational budget.

Published in:

Structural & Multidisciplinary Optimization, 2018, v. 57, n. 3, p. 1233, doi. 10.1007/s00158-017-1807-0

By:

Liu, Haitao;
Hervas, Jaime-Rubio;
Cai, Jianfei;
Ong, Yew-Soon;
Wang, Yi

Publication type:

Article

High dimensional model representation for hybrid reliability analysis with dependent interval variables constrained within ellipsoids.

Published in:

Structural & Multidisciplinary Optimization, 2017, v. 56, n. 6, p. 1493, doi. 10.1007/s00158-017-1806-1

By:

Xie, Shaojun;
Pan, Baisong;
Du, Xiaoping

Publication type:

Article

Variance-based sensitivity analysis for models with correlated inputs and its state dependent parameter solution.

Published in:

Structural & Multidisciplinary Optimization, 2017, v. 56, n. 4, p. 919, doi. 10.1007/s00158-017-1699-z

By:

Li, Luyi;
Lu, Zhenzhou

Publication type:

Article

Metamodeling for high dimensional design problems by multi-fidelity simulations.

Published in:

Structural & Multidisciplinary Optimization, 2017, v. 56, n. 1, p. 151, doi. 10.1007/s00158-017-1655-y

By:

Cai, Xiwen;
Qiu, Haobo;
Gao, Liang;
Shao, Xinyu

Publication type:

Article

An enhanced RBF-HDMR integrated with an adaptive sampling method for approximating high dimensional problems in engineering design.

Published in:

Structural & Multidisciplinary Optimization, 2016, v. 53, n. 6, p. 1209, doi. 10.1007/s00158-015-1362-5

By:

Cai, Xiwen;
Qiu, Haobo;
Gao, Liang;
Yang, Peng;
Shao, Xinyu

Publication type:

Article

Optimum design of FRP bridge deck: an efficient RS-HDMR based approach.

Published in:

Structural & Multidisciplinary Optimization, 2015, v. 52, n. 3, p. 459, doi. 10.1007/s00158-015-1251-y

By:

Mukhopadhyay, T.;
Dey, T.;
Chowdhury, R.;
Chakrabarti, A.;
Adhikari, S.

Publication type:

Article

Adaptive virtual support vector machine for reliability analysis of high-dimensional problems.

Published in:

Structural & Multidisciplinary Optimization, 2013, v. 47, n. 4, p. 479, doi. 10.1007/s00158-012-0857-6

By:

Song, Hyeongjin;
Choi, K.;
Lee, Ikjin;
Zhao, Liang;
Lamb, David

Publication type:

Article

A tensor approximation method based on ideal minimal residual formulations for the solution of high-dimensional problems.

Published in:

ESAIM: Mathematical Modelling & Numerical Analysis (ESAIM: M2AN), 2014, v. 48, n. 6, p. 1777, doi. 10.1051/m2an/2014019

By:

Billaud-Friess, M.;
Nouy, A.;
Zahm, O.

Publication type:

Article

High-Dimensional Model Representation-Based Surrogate Model for Optimization and Prediction of Biomass Gasification Process.

Published in:

International Journal of Energy Research, 2023, p. 1, doi. 10.1155/2023/7787947

By:

Ayub, Yousaf;
Zhou, Jianzhao;
Ren, Jingzheng;
Shi, Tao;
Shen, Weifeng;
He, Chang

Publication type:

Article

Group Transfer Learning for High‐Dimensional Linear Regression.

Published in:

Stat, 2025, v. 14, n. 1, p. 1, doi. 10.1002/sta4.70041

By:

Chen, Chen;
Xu, Dawei;
Ding, Juan;
Zhang, Junjian;
Xiong, Wenjun

Publication type:

Article

Robust non-parametric tests for imaging data based on data depth.

Published in:

Stat, 2017, v. 6, n. 1, p. 405, doi. 10.1002/sta4.168

By:

López‐Pintado, Sara;
Wrobel, Julia

Publication type:

Article

A Bayesian supervised dual-dimensionality reduction model for simultaneous decoding of LFP and spike train signals.

Published in:

Stat, 2017, v. 6, n. 1, p. 53, doi. 10.1002/sta4.137

By:

Holbrook, Andrew;
Vandenberg‐Rodes, Alexander;
Fortin, Norbert;
Shahbaba, Babak

Publication type:

Article

A data-driven approach to conditional screening of high-dimensional variables.

Published in:

Stat, 2016, v. 5, n. 1, p. 200, doi. 10.1002/sta4.115

By:

Hong, Hyokyoung G.;
Wang, Lan;
He, Xuming

Publication type:

Article

KLEIN-GORDON-MAXWELL EQUATIONS IN HIGH DIMENSIONS.

Published in:

Communications on Pure & Applied Analysis, 2015, v. 14, n. 3, p. 1097, doi. 10.3934/cpaa.2015.14.1097

By:

THIZY, PIERRE-DAMIEN

Publication type:

Article

A Global Sensitivity Analysis Method for Multi-Input Multi-Output System and its Application in Structural Design.

Published in:

International Journal of Computational Methods, 2022, v. 19, n. 6, p. 1, doi. 10.1142/S021987622141005X

By:

Liu, Qiming;
Tong, Nichen;
Han, Xu

Publication type:

Article

Improved Moving Least Square-Based Multiple Dimension Decomposition (MDD) Technique for Structural Reliability Analysis.

Published in:

International Journal of Computational Methods, 2021, v. 18, n. 01, p. N.PAG, doi. 10.1142/S0219876220500243

By:

Rathi, Amit Kumar;
Chakraborty, Arunasis

Publication type:

Article

Method of Order Reduction for the High-Dimensional Convection-Diffusion-Reaction Equation with Robin Boundary Conditions Based on MQ RBF-FD.

Published in:

International Journal of Computational Methods, 2020, v. 17, n. 8, p. N.PAG, doi. 10.1142/S0219876219500580

By:

Li, Jingwei;
Gao, Zhiming;
Feng, Xinlong;
He, Yinnian

Publication type:

Article

HDMR-Based Model Update in Structural Damage Identification.

Published in:

International Journal of Computational Methods, 2019, v. 16, n. 5, p. 1, doi. 10.1142/S0219876218400042

By:

Naveen, B. O.;
Balu, A. S.

Publication type:

Article

Using learning automata to determine proper subset size in high-dimensional spaces.

Published in:

Journal of Experimental & Theoretical Artificial Intelligence, 2017, v. 29, n. 2, p. 415, doi. 10.1080/0952813X.2016.1186229

By:

Seyyedi, Seyyed Hossein;
Minaei-Bidgoli, Behrouz

Publication type:

Article

An adaptive step-down procedure for fault variable identification.

Published in:

International Journal of Production Research, 2016, v. 54, n. 11, p. 3187, doi. 10.1080/00207543.2015.1076948

By:

Kim, Jinho;
Jeong, Myong K.;
Elsayed, Elsayed A.;
Al-Khalifa, K.N.;
Hamouda, A.M.S.

Publication type:

Article

Unsupervised nonlinear feature selection algorithm via kernel function.

Published in:

Neural Computing & Applications, 2020, v. 32, n. 11, p. 6443, doi. 10.1007/s00521-018-3853-y

By:

Li, Jiaye;
Zhang, Shichao;
Zhang, Leyuan;
Lei, Cong;
Zhang, Jilian

Publication type:

Article

Approximation of high-dimensional parametric PDEs.

Published in:

Acta Numerica, 2015, v. 24, p. 1, doi. 10.1017/S0962492915000033

By:

Cohen, Albert;
DeVore, Ronald

Publication type:

Article

NEW EXACT SOLUTIONS OF THE (2+1)-DIMENSIONAL BROER-KAUP EQUATION BY THE CONSISTENT RICCATI EXPANSION METHOD.

Published in:

Thermal Science, 2017, v. 21, n. 4, p. 1783, doi. 10.2298/TSCI160818069J

By:

Ying JIANG;
Da-Quan XIAN;
Zheng-De DAI

Publication type:

Article

A penalized variable selection ensemble algorithm for high-dimensional group-structured data.

Published in:

PLoS ONE, 2024, v. 19, n. 2, p. 1, doi. 10.1371/journal.pone.0296748

By:

Li, Dongsheng;
Pan, Chunyan;
Zhao, Jing;
Luo, Anfei

Publication type:

Article

A feature selection method based on the Golden Jackal-Grey Wolf Hybrid Optimization Algorithm.

Published in:

PLoS ONE, 2024, v. 19, n. 1, p. 1, doi. 10.1371/journal.pone.0295579

By:

Liu, Guangwei;
Guo, Zhiqing;
Liu, Wei;
Jiang, Feng;
Fu, Ensan

Publication type:

Article

clusterBMA: Bayesian model averaging for clustering.

Published in:

PLoS ONE, 2023, v. 18, n. 8, p. 1, doi. 10.1371/journal.pone.0288000

By:

Forbes, Owen;
Santos-Fernandez, Edgar;
Wu, Paul Pao-Yen;
Xie, Hong-Bo;
Schwenn, Paul E.;
Lagopoulos, Jim;
Mills, Lia;
Sacks, Dashiell D.;
Hermens, Daniel F.;
Mengersen, Kerrie

Publication type:

Article

Causal statistical inference in high dimensions.

Published in:

Mathematical Methods of Operations Research, 2013, v. 77, n. 3, p. 357, doi. 10.1007/s00186-012-0404-7

By:

Bühlmann, Peter

Publication type:

Article

Penalized LAD-SCAD Estimator Based on Robust Wrapped Correlation Screening Method for High Dimensional Models .

Published in:

Pertanika Journal of Science & Technology, 2021, v. 29, n. 2, p. 1053, doi. 10.47836/pjst.29.2.19

By:

Baba, Ishaq Abdullahi;
Midi, Habshah;
June, Leong Wah;
Ibragimove, Gafurjan

Publication type:

Article

Clustering Method Study on High-Dimensional Trading Data.

Published in:

Journal of Multimedia, 2014, v. 9, n. 3, p. 340, doi. 10.4304/jmm.9.3.340-347

By:

Peng Yong;
Di Li

Publication type:

Article

Multi-cancer samples clustering via graph regularized low-rank representation method under sparse and symmetric constraints.

Published in:

BMC Bioinformatics, 2019, v. 20, n. 1, p. 1, doi. 10.1186/s12859-019-3231-5

By:

Wang, Juan;
Lu, Cong-Hai;
Liu, Jin-Xing;
Dai, Ling-Yun;
Kong, Xiang-Zhen

Publication type:

Article

A potential implicit particle method for high-dimensional systems.

Published in:

Nonlinear Processes in Geophysics, 2013, v. 20, n. 6, p. 1047, doi. 10.5194/npg-20-1047-2013

By:

Weir, B.;
Miller, R. N.;
Spitz, Y. H.

Publication type:

Article

Sparse kernel deep stacking networks.

Published in:

Computational Statistics, 2019, v. 34, n. 3, p. 993, doi. 10.1007/s00180-018-0832-9

By:

Welchowski, Thomas;
Schmid, Matthias

Publication type:

Article

A sensitized variable selection control chart based on a classification algorithm for monitoring high‐dimensional processes.

Published in:

Quality & Reliability Engineering International, 2023, v. 39, n. 7, p. 2837, doi. 10.1002/qre.3393

By:

Zhang, Shuai;
Xue, Li;
He, Zhen;
Liu, Yumin;
Xin, Zhongyuan

Publication type:

Article

High-dimensional causal discovery under non-Gaussianity.

Published in:

Biometrika, 2020, v. 107, n. 1, p. 41, doi. 10.1093/biomet/asz055

By:

Wang, Y Samuel;
Drton, Mathias

Publication type:

Article

Robust and consistent variable selection in high-dimensional generalized linear models.

Published in:

Biometrika, 2018, v. 105, n. 1, p. 31, doi. 10.1093/biomet/asx070

By:

Avella-Medina, Marco;
Ronchetti, Elvezio

Publication type:

Article

Outlier detection for high-dimensional data.

Published in:

Biometrika, 2015, v. 102, n. 3, p. 589, doi. 10.1093/biomet/asv021

By:

KWANGIL RO;
CHANGLIANG ZOU;
ZHAOJUN WANG;
GUOSHENG YIN

Publication type:

Article

A distribution-free two-sample run test applicable to high-dimensional data.

Published in:

Biometrika, 2014, v. 101, n. 4, p. 913, doi. 10.1093/biomet/asu045

By:

Biswas, Munmun;
Mukhopadhyay, Minerva;
Ghosh, Anil K.

Publication type:

Article

Censored rank independence screening for high-dimensional survival data.

Published in:

Biometrika, 2014, v. 101, n. 4, p. 799, doi. 10.1093/biomet/asu047

By:

Song, Rui;
Lu, Wenbin;
Ma, Shuangge;
Jessie Jeng, X.

Publication type:

Article

Asymptotic properties for combined L1 and concave regularization.

Published in:

Biometrika, 2014, v. 101, n. 1, p. 57, doi. 10.1093/biomet/ast047

By:

Fan, Yingying;
Lv, Jinchi

Publication type:

Article

Bridging the ensemble Kalman and particle filters.

Published in:

Biometrika, 2013, v. 100, n. 4, p. 781, doi. 10.1093/biomet/ast020

By:

Frei, M.;
Künsch, H. R.

Publication type:

Article

基于小波变换和改进PCA的人脸特征提取算法.

Published in:

Journal of Jilin University (Science Edition) / Jilin Daxue Xuebao (Lixue Ban), 2021, v. 59, n. 6, p. 1499, doi. 10.13413/j.cnki.jdxblxb.2020327

By:

张颖;
马承泽;
杨平;
王新民

Publication type:

Article