Search Results - "Dimensional reduction algorithms"

Optimized Dimensionality Reduction for Moment-Based Distributionally Robust Optimization.

Authors: Jiang, Shiyi Cheng, Jianqiang Pan, Kai et al.

Source: Operations Research. May/Jun2026, Vol. 74 Issue 3, p1648-1669. 22p.

Maximum Covariance Unfolding: A Novel Covariate-Based Manifold Learning Approach for Point Cloud Regression.

Authors: Wang, Qian Paynabar, Kamran

Source: INFORMS Journal on Data Science. Jan-Mar2026, Vol. 5 Issue 1, p24-42. 19p.

MnL–TWA: Manifold Learning Approach for T–Wave Alternans Detection in Ambulatory Environments.

Authors: Pascual–Sánchez, Lidia Goya–Esteban, Rebeca Blanco–Velasco, Manuel

Source: Biomedical Engineering & Computational Biology. 7/2/2026, Vol. 17, p1-18. 18p.

Subjects: Dimensional reduction algorithms, Machine learning, Electrocardiography, Feature extraction, Artificial neural networks, Wearable technology

Siamese-ViT: A Local–Global Feature Fusion Method for Real-Time Visual Navigation of UAVs in Real-World Environments.

Authors: Cheng, Yu Liu, Xixiang Chen, Shuai et al.

Source: Remote Sensing. May2026, Vol. 18 Issue 10, p1556. 24p.

Subjects: K-means clustering, Dimensional reduction algorithms, Feature extraction, Wireless geolocation systems, Artificial neural networks, Search algorithms

Hyperspectral Band Selection for Ground Fuel Classification for Prescribed Fires.

Authors: Karankot, Mahmad Isaq Glenn, Ethan M. Masood, Muhammad Umer et al.

Source: Remote Sensing. May2026, Vol. 18 Issue 9, p1440. 37p.

Subjects: Prescribed burning, Dimensional reduction algorithms, Machine learning, Ground vegetation cover, Hyperspectral imaging systems, Remote sensing, Deep learning

A novel EEG motor imagery classification approach based on graph signal processing and dimensionality reduction.

Authors: Peng, Hua Yan, Ping

Source: Sādhanā: Academy Proceedings in Engineering Sciences. Jun2026, Vol. 51 Issue 2, p1-11. 11p.

Subjects: Motor imagery (Cognition), Dimensional reduction algorithms, Differential evolution, Feature extraction, Signal processing, Large-scale brain networks, Classification algorithms, Principal components analysis

Strain Prediction of Pile-Type Adjustable Wind-Turbine Foundation Caps Using XGBoost–SHAP Feature Selection and the TimeXer Model.

Authors: Bian, Lei Liu, Cong Wei, Huanwei et al.

Source: Buildings (2075-5309); Jun2026, Vol. 16 Issue 12, p2325, 20p

Reverse Automaton Modified Map Dimension Reduction for Stable Assisted Driving of Smart Trackless Rubber-Tired Vehicles.

Authors: Zhang, Xin Yu, Qiu

Source: Applied Sciences (2076-3417); Jun2026, Vol. 16 Issue 12, p6234, 24p

From Sparse Gating to Clustering: A Two-phase Architecture for Cancer Driver Gene Classification.

Authors: Alaidany, Ali A. Lakizadeh, Amir

Source: KSII Transactions on Internet & Information Systems; Jun2026, Vol. 20 Issue 6, p2956-2975, 20p

Gearbox compound fault diagnosis using CEEMDAN feature extraction and a dual-attention multi-scale BiLSTM model.

Authors: Wu, Lianxin Sun, Xiaojie

Source: Journal of Vibroengineering; Jun2026, Vol. 28 Issue 4, p869-886, 18p

Clustering in High-Dimension - Tools and Challenges.

Authors: Liu, Lucy Bar, Haim

Source: American Journal of Undergraduate Research; Jun2026, Vol. 23 Issue 2, p13-26, 14p

Unsupervised Machine Learning for Dynamic Slope Stability Classification: A Comparative Evaluation of PCA-K-Means, SOM, and Hybrid Algorithms Using InSAR Time-Series Data.

Authors: Owusu-Ansah, Dominic Tinoco, Joaquim Davies, Steffan et al.

Source: Applied Sciences (2076-3417); Jun2026, Vol. 16 Issue 11, p5577, 21p

Prediction of Large-Diameter Shield Tunneling Attitude: PCA-SWO-Stacking Machine Learning Algorithm Application in a Case Study of the Shanghai Beiheng Passageway.

Authors: Yu, Jingxiang Zhang, Mengxi

Source: Applied Sciences (2076-3417); Jun2026, Vol. 16 Issue 11, p5548, 18p

PCA Applied to YRBSS 2023 Data to Help Assess Health Risk Behaviors.

Authors: Ambrosio-Lucas, Juana Jiménez-Salazar, Héctor Sánchez-Sánchez, Christian et al.

Source: Applied Sciences (2076-3417); Jun2026, Vol. 16 Issue 11, p5507, 16p

Research on Intelligent Fault Diagnosis of Reciprocating Compressor Valves Based on Multi-Source Information Fusion with Improved SWD.

Authors: Chao, Zheng Bie, Fengfeng Li, Qianqian et al.

Source: Applied Sciences (2076-3417); Jun2026, Vol. 16 Issue 11, p5401, 29p

Decision of Nonsynchronous Framework: Agents in MARL Have Different Priorities While Making Decisions.

Authors: Xie, Shanghui Zhao, Junyang Zhang, Jiajia et al.

Source: Applied Sciences (2076-3417); Jun2026, Vol. 16 Issue 11, p5202, 16p

Unsupervised Feature Selection with Variable Precision Rough Fuzzy Sets.

Authors: Huang, Chuanbo Ye, Qingxin Huang, Zhehuang et al.

Source: IAENG International Journal of Computer Science; Jun2026, Vol. 53 Issue 6, p2087-2098, 12p

A data-driven framework for modeling the dendritic spine continuum using dimensionality reduction and clustering toward understanding synaptic plasticity.

Authors: Sharma, Uma Shashi LeDuc, Philip R. Zhang, Yongjie Jessica

Source: PLoS ONE. 6/2/2026, Vol. 21 Issue 6, p1-25. 25p.

UNSUPERVISED FEATURE SELECTION USING ORTHOGONAL LOCALITY PRESERVING PROJECTIONS AND BIPARTITE GRAPH MATCHING FOR FACE IMAGE CLASSIFICATION.

Authors: BEIRANVAND, F.¹ beiranvand.fi@fe.lu.ac.ir

Source: Journal of Mahani Mathematical Research Center. Jun2026, Vol. 15 Issue 2, p65-104. 40p.

Application of Low-Dimensional Manifold Modeling with Time Delay Embedding in Nonlinear Dynamics.

Authors: Wang, Zihao Zhang, Guiyong Sun, Tiezhi

Source: International Journal of Computational Methods. Jun2026, Vol. 23 Issue 5, p1-17. 17p.