Utilising Kronecker Decomposition and Tensor-based Multi-view Learning to predict where people are looking in images
Sign Up to like & getrecommendations! Published in 2017 at "Neurocomputing"
DOI: 10.1016/j.neucom.2016.11.074
Abstract: Eye movement data collection is very expensive and laborious. Moreover, there are usually missing values. Assuming that we are collecting eye movement data from a set of images viewed by different users, there is a… read more here.
Keywords: learning predict; multi view; based multi; view learning ... See more keywords
Confucius’s view of learning
Sign Up to like & getrecommendations! Published in 2018 at "Educational Philosophy and Theory"
DOI: 10.1080/00131857.2017.1408007
Abstract: Abstract Drawing textual evidences from the Analects (Lunyu論語) and other Confucian classics, this article attempts to clarify the contents, methods, and ultimately the nature of learning in the eyes of Confucius. The paper set out… read more here.
Keywords: philosophy; confucius; confucius view; learning confucius ... See more keywords
Human gut microbiome aging clocks based on taxonomic and functional signatures through multi-view learning
Sign Up to like & getrecommendations! Published in 2022 at "Gut Microbes"
DOI: 10.1080/19490976.2021.2025016
Abstract: ABSTRACT The human gut microbiome is a complex ecosystem that is closely related to the aging process. However, there is currently no reliable method to make full use of the metagenomics data of the gut… read more here.
Keywords: age; view learning; multi view; model ... See more keywords
Drug repositioning based on multi-view learning with matrix completion.
Sign Up to like & getrecommendations! Published in 2022 at "Briefings in bioinformatics"
DOI: 10.1093/bib/bbac054
Abstract: Determining drug indications is a critical part of the drug development process. However, traditional drug discovery is expensive and time-consuming. Drug repositioning aims to find potential indications for existing drugs, which is considered as an… read more here.
Keywords: view learning; matrix completion; multi view; drug ... See more keywords
SleepPoseNet: Multi-View Learning for Sleep Postural Transition Recognition Using UWB
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Journal of Biomedical and Health Informatics"
DOI: 10.1109/jbhi.2020.3025900
Abstract: Recognizing movements during sleep is crucial for the monitoring of patients with sleep disorders, and the utilization of ultra-wideband (UWB) radar for the classification of human sleep postures has not been explored widely. This study… read more here.
Keywords: postural transition; multi view; inline formula; sleep postural ... See more keywords
Developing Practical Multi-View Learning for Clinical Analytics in P4 Medicine
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Emerging Topics in Computing"
DOI: 10.1109/tetc.2021.3054761
Abstract: With the immersive experience of P4 medicine (predictive, preventive, personalized and participatory), various medical applications are now transforming from periodic in-hospital service into anytime self-monitoring systems, which generates rich personal medical data required to be… read more here.
Keywords: view; developing practical; view learning; multi view ... See more keywords
Dual Low-Rank Decompositions for Robust Cross-View Learning
Sign Up to like & getrecommendations! Published in 2019 at "IEEE Transactions on Image Processing"
DOI: 10.1109/tip.2018.2865885
Abstract: Cross-view data are very popular contemporarily, as different viewpoints or sensors attempt to richly represent data in various views. However, the cross-view data from different views present a significant divergence, that is, cross-view data from… read more here.
Keywords: low rank; dual low; view; cross view ... See more keywords
NIM-Nets: Noise-Aware Incomplete Multi-View Learning Networks
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Image Processing"
DOI: 10.1109/tip.2022.3226408
Abstract: Data in real world are usually characterized in multiple views, including different types of features or different modalities. Multi-view learning has been popular in the past decades and achieved significant improvements. In this paper, we… read more here.
Keywords: view; nim nets; view learning; multi view ... See more keywords
Online Multi-View Learning With Knowledge Registration Units.
Sign Up to like & getrecommendations! Published in 2023 at "IEEE transactions on neural networks and learning systems"
DOI: 10.1109/tnnls.2023.3256390
Abstract: In this work, we investigate online multi-view learning according to the multi-view complementarity and consistency principles to memorably process online multi-view data when fused across views. Online diverse features through different deep feature extractors under… read more here.
Keywords: view; online multi; view learning; knowledge ... See more keywords
Differentiable Hierarchical Optimal Transport for Robust Multi-View Learning
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Pattern Analysis and Machine Intelligence"
DOI: 10.1109/tpami.2022.3222569
Abstract: Traditional multi-view learning methods often rely on two assumptions: ($i$i) the samples in different views are well-aligned, and ($ii$ii) their representations obey the same distribution in a latent space. Unfortunately, these two assumptions may be… read more here.
Keywords: view; optimal transport; view learning; multi view ... See more keywords