Results 81 to 90 of about 2,954,755 (181)

Risk-aware classification via uncertainty quantification

open access: yesExpert Systems with Applications
Accepted for publication in Expert Systems with ...
Murat Şensoy   +4 more
openaire   +2 more sources

Lung-Sound Respiratory Disease Classification via Multiple-Instance Learning

open access: yesIEEE Access
We propose a multi-channel multiple–instance learning (MIL) framework for automated respiratory disease classification that addresses acoustic heterogeneity among recording site conditions, handles weak supervision, and reflects spatial cues in ...
Truc Thi Kim Nguyen   +7 more
doaj   +1 more source

Consistency of plug-in confidence sets for classification in semi-supervised learning

open access: yes, 2015
Confident prediction is highly relevant in machine learning; for example, in applications such as medical diagnoses, wrong prediction can be fatal. For classification, there already exist procedures that allow to not classify data when the confidence in ...
Denis, Christophe, Hebiri, Mohamed
core   +1 more source

Astrometric Binary Classification via Artificial Neural Networks

open access: yesThe Astrophysical Journal
With nearly two billion stars observed and their corresponding astrometric parameters evaluated in the recent Gaia mission, the number of astrometric binary candidates has risen significantly.
Joe Smith
doaj   +1 more source

Medical short text classification via Soft Prompt-tuning

open access: yesFrontiers in Medicine
In recent decades, medical short texts, such as medical conversations and online medical inquiries, have garnered significant attention and research.
Xiao Xiao   +4 more
doaj   +1 more source

Occlusion enhanced pan-cancer classification via deep learning

open access: yesBMC Bioinformatics
Quantitative measurement of RNA expression levels through RNA-Seq is an ideal replacement for conventional cancer diagnosis via microscope examination. Currently, cancer-related RNA-Seq studies focus on two aspects: classifying the status and tissue of ...
Xing Zhao   +3 more
doaj   +1 more source

Predicting functional performance via classification of lower extremity strength in older adults with exergame-collected data. [PDF]

open access: yesJ Neuroeng Rehabil, 2020
Becker H   +5 more
europepmc   +1 more source

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