RS-HDMR Based Weight Optimization for Improved Forest Fire Risk Mapping

Συγγραφείς: Kapukaya, Bekir, Taskin, Gulsen, Kaya, Huseyin, Musaoglu, Nebiye, Gungoroglu, Cumhur

Πηγή: 2026 11th International Conference on Recent Advances in Air and Space Technologies (RAST) Recent Advances in Air and Space Technologies (RAST), 2026 11th International Conference on. :1-4 May, 2026

Relation: 2026 11th International Conference on Recent Advances in Air and Space Technologies (RAST)

Test Statistics for Confirmatory Factor Analysis Under Non-Normality and Large p/n Ratios: A Comment on Muda and Yangxuan (2026).

Συγγραφείς: Foldnes, Njål¹ (AUTHOR) njal.foldnes@uis.no, Grønneberg, Steffen² (AUTHOR)

Πηγή: Structural Equation Modeling. Sep/Oct2026, Vol. 33 Issue 5, p678-682. 5p.

Θεματικοί όροι: *Confirmatory factor analysis, *High-dimensional model representation

Improving sparse coding based hyperspectral image classification via tensor decomposition and oversegmentation.

Συγγραφείς: Tuna, Süha¹ (AUTHOR) suhatuna@itu.edu.tr

Πηγή: AIP Conference Proceedings. 2026, Vol. 3489 Issue 1, p1-4. 4p.

Θεματικοί όροι: *High-dimensional model representation, *Image segmentation, *Tensor algebra, *Image recognition (Computer vision), *Hyperspectral imaging systems, *Sparse approximations

A space mapping-based high-dimensional model representation for multi-fidelity surrogate modelling.

Συγγραφείς: Zhong, Linjun¹ (AUTHOR), Yang, Yang² (AUTHOR) yangyang@mail.hzau.edu.cn, Zha, Zhijian³ (AUTHOR), Shu, Leshi¹ (AUTHOR), Jiang, Ping¹ (AUTHOR), Zhou, Qi³ (AUTHOR), Wang, Chu³ (AUTHOR)

Πηγή: Engineering Optimization. Jun2026, Vol. 58 Issue 6, p1652-1678. 27p.

Θεματικοί όροι: *High-dimensional model representation, *Metamaterials, *Reduced-order models, *Dimensional reduction algorithms, *Acoustic wave propagation

A Novel HDMR-KRX Algorithm for Anomaly Detection on Hyperspectral Images

Συγγραφείς: Topal, Ahmet, Tunga, Burcu, Ozay, Evrim Korkmaz

Πηγή: 2025 IEEE 13th International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications (IDAACS) Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications (IDAACS), 2025 IEEE 13th International Conference on. :694-699 Sep, 2025

Relation: 2025 IEEE 13th International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications (IDAACS)

Improved Hyperspectral Anomaly Detection via High Dimensional Model Representation and Connected Component Filtering

Συγγραφείς: Topal, Ahmet, Tunga, Burcu, Ouzay, Evrim Korkmaz

Πηγή: 2025 IEEE 13th International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications (IDAACS) Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications (IDAACS), 2025 IEEE 13th International Conference on. :1-6 Sep, 2025

Relation: 2025 IEEE 13th International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications (IDAACS)

Deep Learning-Based Prediction of Specific Absorption Rate Induced by Ultra-High-Field MRI RF Head Coil

Συγγραφείς: Wang, X., Jia, X., Huang, S.Y., Yucel, A.C.

Πηγή: IEEE Journal of Electromagnetics, RF and Microwaves in Medicine and Biology IEEE J. Electromagn. RF Microw. Med. Biol. Electromagnetics, RF and Microwaves in Medicine and Biology, IEEE Journal of. 9(4):379-392 Dec, 2025

Transfer learning for high-dimensional transelliptical graphical models.

Συγγραφείς: Zhang, Yuhao¹ (AUTHOR), Yu, Yang² (AUTHOR), Sheng, Danshu³ (AUTHOR), Liang, Wanfeng² (AUTHOR) liangwf@dufe.edu.cn

Πηγή: Journal of Statistical Computation & Simulation. Nov2025, Vol. 95 Issue 16, p3595-3611. 17p.

Θεματικοί όροι: *Big data, High-dimensional model representation, Rank correlation (Statistics), Robust statistics, Asymptotic analysis, Transfer of training, Statistical measurement

Sparse quantile regression via ℓ0-penalty.

Συγγραφείς: Honda, Toshio¹ (AUTHOR) t.honda@r.hit-u.ac.jp, Wu, Wei-Ying² (AUTHOR) wuweiying1011@gmail.com

Πηγή: Annals of the Institute of Statistical Mathematics. Feb2026, Vol. 78 Issue 1, p141-173. 33p.

Θεματικοί όροι: *Quantile regression, *High-dimensional model representation, *Linear statistical models, *Tikhonov regularization, *Statistical models

Enhancing Hyperspectral and Multispectral Image Fusion Using High Dimensional Model Representation

Συγγραφείς: Kahraman, Efe, Tuna, Suha

Πηγή: 2025 9th International Symposium on Innovative Approaches in Smart Technologies (ISAS) Innovative Approaches in Smart Technologies (ISAS), 2025 9th International Symposium on. :1-7 Jun, 2025

Relation: 2025 9th International Symposium on Innovative Approaches in Smart Technologies (ISAS)

Double sparsity garrotized kernel machine in high-dimensional partially linear model.

Συγγραφείς: Zhao, Xinyi¹ (AUTHOR), Rong, Yaohua¹ (AUTHOR) rongyaohua@bjut.edu.cn, Lin, Junze² (AUTHOR), Tian, Maozai³ (AUTHOR) mztian@ruc.edu.cn, Liang, Jinwen¹ (AUTHOR)

Πηγή: Communications in Statistics: Simulation & Computation. 2025, Vol. 54 Issue 8, p2858-2873. 16p.

Θεματικοί όροι: *Mathematical programming, *Forecasting, High-dimensional model representation, Statistical learning, Mathematical regularization, Nonlinear regression

Group inference of high-dimensional single-index models.

Συγγραφείς: Han, Dongxiao¹ (AUTHOR), Han, Miao² (AUTHOR), Hao, Meiling³ (AUTHOR) meilinghao@uibe.edu.cn, Sun, Liuquan⁴ (AUTHOR), Wang, Siyang⁵ (AUTHOR)

Πηγή: Journal of Nonparametric Statistics. Dec2025, Vol. 37 Issue 4, p990-1009. 20p.

Θεματικοί όροι: *High-dimensional model representation, *Parameter estimation, *Statistical models, *Inferential statistics, *Least squares, *Covariance matrices

Adaptive backward stepwise selection of fast sparse identification of nonlinear dynamics.

Συγγραφείς: Jiang, Feng^1,2 (AUTHOR), Du, Lin^1,3,4 (AUTHOR) lindu@nwpu.edu.cn, Xue, Qing^1,3,4 (AUTHOR), Deng, Zichen^1,2,3 (AUTHOR), Grebogi, C.⁵ (AUTHOR)

Πηγή: Applied Mathematics & Mechanics. Dec2025, Vol. 46 Issue 12, p2361-2384. 24p.

Θεματικοί όροι: *High-dimensional model representation, *Statistical learning, *Nonlinear mechanics, *Mathematical optimization, *Dimensional reduction algorithms, *Statistical models

Federated double machine learning for high-dimensional semiparametric models.

Συγγραφείς: Kang, Kai¹ (AUTHOR), Wu, Zhihao² (AUTHOR), Qian, Xinjie³ (AUTHOR), Song, Xinyuan² (AUTHOR) xysong@sta.cuhk.edu.hk, Zhu, Hongtu³ (AUTHOR) htzhu@email.unc.edu

Πηγή: Biometrics. Dec2025, Vol. 81 Issue 4, p1-9. 9p.

Θεματικοί όροι: *Federated learning, *High-dimensional model representation, *Mathematical variables, *Statistical models

A computational space-time spectral method for solving high–dimensional fractional Fokker–Planck Equations.

Συγγραφείς: Khasi, Manoochehr, Rashidinia, Jalil

Πηγή: Numerical Algorithms; Oct2026, Vol. 103 Issue 2, p807-848, 42p

Θεματικοί όροι: Galerkin methods, Fokker-Planck equation, Spectral element method, High-dimensional model representation, Jacobi polynomials, Eigenanalysis

Systematic Underestimation of Nonlinear and Synergistic Soil Moisture‐Precipitation Coupling in Convection‐Permitting Models.

Συγγραφείς: Gao, Yifu, Li, Runze, Chen, Haishan, Foufoula‐Georgiou, Efi, Vrugt, Jasper A.

Πηγή: Journal of Geophysical Research. Atmospheres; 9/16/2026, Vol. 131 Issue 17, p1-22, 22p

Θεματικοί όροι: Soil moisture, Land-atmosphere interactions, Atmospheric models, Climate change forecasts, High-dimensional model representation, Mathematics

Γεωγραφικοί όροι: United States, Oklahoma, Great Plains

Research on the Application of Incremental Approximation Models in Hull Form Optimization Design.

Συγγραφείς: Chang, Haichao, Zhang, Qiyang, Liu, Pei

Πηγή: Machines; Sep2026, Vol. 14 Issue 9, p968, 21p

Θεματικοί όροι: High-dimensional model representation, Surrogate-based optimization, Drag (Hydrodynamics), Approximation theory, Naval architecture

Dynamic analysis for rigid-flexible multibody systems with random and interval fields.

Alternate Title: 考虑随机场与区间场的刚柔耦合多体系统动力学分析. (Spanish)

Συγγραφείς: Yanfei, JIN, Jingwei, MENG

Πηγή: Journal of Southeast University (English Edition); Sep2026, Vol. 42 Issue 3, p269-280, 12p

Θεματικοί όροι: Multibody systems, Random fields, Uncertainty (Information theory), Stochastic processes, High-dimensional model representation

A New Collaborative Neural Network: Using HDMR for Dynamic Structural Adaptation*

Συγγραφείς: Zhu, Kanghui, Xu, Xin, Zheng, Yufeng, Luo, Xiaopeng

Πηγή: 2024 14th Asian Control Conference (ASCC) Control Conference (ASCC), 2024 14th Asian. :1920-1925 Jul, 2024

Relation: 2024 14th Asian Control Conference (ASCC)

Anomaly Detection in Hyperspectral Images with High Dimensional Model Representation

Συγγραφείς: Bodur, Derya, Ozay, Evrim Korkmaz, Tunga, Burcu

Πηγή: 2024 32nd Signal Processing and Communications Applications Conference (SIU) Signal Processing and Communications Applications Conference (SIU), 2024 32nd. :1-4 May, 2024

Relation: 2024 32nd Signal Processing and Communications Applications Conference (SIU)