Imagen de Portada

TRUST-FS: Tensorized Reliable Unsupervised Multi-View Feature Selection for Incomplete Data

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autores principales:	Lu, Minghui, Huang, Yanyong, Ma, Minbo, Chang, Jinyuan, Wang, Dongjie, Yi, Xiuwen, Li, Tianrui
Formato:	Preprint
Publicado:	2025
Materias:	Machine Learning
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

CONDEN-FI: Consistency and Diversity Learning-based Multi-View Unsupervised Feature and In-stance Co-Selection
por: Huang, Yanyong, et al.
Publicado: (2024)

Causally-Aware Unsupervised Feature Selection Learning
por: Shen, Zongxin, et al.
Publicado: (2024)

Beyond Correlation: Causal Multi-View Unsupervised Feature Selection Learning
por: Shen, Zongxin, et al.
Publicado: (2025)

Cross-view Joint Learning for Mixed-Missing Multi-view Unsupervised Feature Selection
por: Shen, Zongxin, et al.
Publicado: (2025)

Unified View Imputation and Feature Selection Learning for Incomplete Multi-view Data
por: Huang, Yanyong, et al.
Publicado: (2024)

Joint Learning of Unsupervised Multi-view Feature and Instance Co-selection with Cross-view Imputation
por: Cai, Yuxin, et al.
Publicado: (2025)

Adaptive Collaborative Correlation Learning-based Semi-Supervised Multi-Label Feature Selection
por: Yang, Li, et al.
Publicado: (2024)

Structure-aware Hybrid-order Similarity Learning for Multi-view Unsupervised Feature Selection
por: Xu, Lin, et al.
Publicado: (2025)

Kernel Alignment-based Multi-view Unsupervised Feature Selection with Sample-level Adaptive Graph Learning
por: Tan, Yalan, et al.
Publicado: (2026)

UMOD: A Novel and Effective Urban Metro Origin-Destination Flow Prediction Method
por: Xie, Peng, et al.
Publicado: (2024)

Orientation-Aware Sparse Tensor PCA for Efficient Unsupervised Feature Selection
por: Zheng, Junjing, et al.
Publicado: (2024)

Iterative Feature Space Optimization through Incremental Adaptive Evaluation
por: Wu, Yanping, et al.
Publicado: (2025)

Joint Tensor and Inter-View Low-Rank Recovery for Incomplete Multiview Clustering
por: Wang, Jianyu, et al.
Publicado: (2025)

Modeling Temporal Dependencies within the Target for Long-Term Time Series Forecasting
por: Xiong, Qi, et al.
Publicado: (2024)

Feature Selection as Deep Sequential Generative Learning
por: Ying, Wangyang, et al.
Publicado: (2024)

Performance of Rank-One Tensor Approximation on Incomplete Data
por: Lebeau, Hugo
Publicado: (2025)

TRUST: Leveraging Text Robustness for Unsupervised Domain Adaptation
por: Litrico, Mattia, et al.
Publicado: (2025)

i-IF-Learn: Iterative Feature Selection and Unsupervised Learning for High-Dimensional Complex Data
por: Ma, Chen, et al.
Publicado: (2026)

Beyond Fixed Variables: Expanding-variate Time Series Forecasting via Flat Scheme and Spatio-temporal Focal Learning
por: Ma, Minbo, et al.
Publicado: (2025)

Bi-Sparse Unsupervised Feature Selection
por: Xiu, Xianchao, et al.
Publicado: (2024)

Unsupervised Generative Feature Transformation via Graph Contrastive Pre-training and Multi-objective Fine-tuning
por: Ying, Wangyang, et al.
Publicado: (2024)

Non-collective Calibrating Strategy for Time Series Forecasting
por: Wang, Bin, et al.
Publicado: (2025)

High-Dimensional Tensor Discriminant Analysis with Incomplete Tensors
por: Chen, Elynn, et al.
Publicado: (2024)

Neuro-Symbolic Embedding for Short and Effective Feature Selection via Autoregressive Generation
por: Gong, Nanxu, et al.
Publicado: (2024)

Incomplete Depression Feature Selection with Missing EEG Channels
por: Gong, Zhijian, et al.
Publicado: (2025)

HeFS: Helper-Enhanced Feature Selection via Pareto-Optimized Genetic Search
por: Fan, Yusi, et al.
Publicado: (2025)

TSK Fuzzy System Towards Few Labeled Incomplete Multi-View Data Classification
por: Zhang, Wei, et al.
Publicado: (2021)

Deep Incomplete Multi-View Clustering via Hierarchical Imputation and Alignment
por: Du, Yiming, et al.
Publicado: (2026)

Towards Robust Uncertainty-Aware Incomplete Multi-View Classification
por: Chen, Mulin, et al.
Publicado: (2024)

Unsupervised Feature Selection Through Group Discovery
por: Lifshitz, Shira, et al.
Publicado: (2025)

CoIFNet: A Unified Framework for Multivariate Time Series Forecasting with Missing Values
por: Tang, Kai, et al.
Publicado: (2025)

Dynamic Deep Graph Learning for Incomplete Multi-View Clustering with Masked Graph Reconstruction Loss
por: Zhang, Zhenghao, et al.
Publicado: (2025)

LLM4FS: Leveraging Large Language Models for Feature Selection
por: Li, Jianhao, et al.
Publicado: (2025)

Feature Interaction Aware Automated Data Representation Transformation
por: Azim, Ehtesamul, et al.
Publicado: (2023)

EasyFS: an Efficient Model-free Feature Selection Framework via Elastic Transformation of Features
por: Lv, Jianming, et al.
Publicado: (2024)

Redundancy-optimized Multi-head Attention Networks for Multi-View Multi-Label Feature Selection
por: Liu, Yuzhou, et al.
Publicado: (2025)

Open Continual Feature Selection via Granular-Ball Knowledge Transfer
por: Cao, Xuemei, et al.
Publicado: (2024)

Uncertainty-Aware Global-View Reconstruction for Multi-View Multi-Label Feature Selection
por: Hao, Pingting, et al.
Publicado: (2025)

Highly Efficient Rotation-Invariant Spectral Embedding for Scalable Incomplete Multi-View Clustering
por: Wang, Xinxin, et al.
Publicado: (2025)

CVTGAD: Simplified Transformer with Cross-View Attention for Unsupervised Graph-level Anomaly Detection
por: Li, Jindong, et al.
Publicado: (2024)