Linked Component Analysis from Matrices to High Order Tensors:
Applications to Biomedical Data

Linked Component Analysis from Matrices to High Order Tensors: Applications to Biomedical Data

29 August 2015

Papers citing "Linked Component Analysis from Matrices to High Order Tensors: Applications to Biomedical Data"

10 / 10 papers shown

Title
Intelligently Augmented Contrastive Tensor Factorization: Empowering Multi-dimensional Time Series Classification in Low-Data Environments Anushiya Arunan Yan Qin Xiaoli Li Yuen Chau AI4TS 30 0 0 03 May 2025
Sparse Tensor PCA via Tensor Decomposition for Unsupervised Feature Selection Junjing Zheng Xinyu Zhang Weidong Jiang Xiangfeng Qiu Mingjian Ren 23 0 0 24 Jul 2024
Tensor Networks Meet Neural Networks: A Survey and Future Perspectives Maolin Wang Y. Pan Zenglin Xu Xiangli Yang Guangxi Li A. Cichocki Andrzej Cichocki 50 19 0 22 Jan 2023
Modern Views of Machine Learning for Precision Psychiatry Z. Chen Prathamesh Kulkarni Kulkarni I. Galatzer-Levy Benedetta Bigio C. Nasca Yu Zhang 49 90 0 04 Apr 2022
Noisy Tensor Completion via Low-rank Tensor Ring Yuning Qiu Guoxu Zhou Qibin Zhao Shengli Xie 21 36 0 14 Mar 2022
Tensor Methods in Computer Vision and Deep Learning Yannis Panagakis Jean Kossaifi Grigorios G. Chrysos James Oldfield M. Nicolaou Anima Anandkumar S. Zafeiriou 27 119 0 07 Jul 2021
Rank-R FNN: A Tensor-Based Learning Model for High-Order Data Classification Konstantinos Makantasis Alexandros Georgogiannis A. Voulodimos Ioannis Georgoulas Anastasios Doulamis N. Doulamis 24 21 0 11 Apr 2021
Improving EEG Decoding via Clustering-based Multi-task Feature Learning Yu Zhang Tao Zhou Wei Wu Hua Xie Hongru Zhu Guoxu Zhou A. Cichocki 20 35 0 12 Dec 2020
Tensor-based Nonlinear Classifier for High-Order Data Analysis Konstantinos Makantasis Anastasios Doulamis N. Doulamis A. Nikitakis A. Voulodimos 21 22 0 15 Feb 2018
Fast and Robust Recursive Algorithms for Separable Nonnegative Matrix Factorization Nicolas Gillis S. Vavasis 58 221 0 06 Aug 2012