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   Articles with "fusion methods" as a keyword



A semi-supervised domain adaptation assembling approach for image classification

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recommendations! Published in 2017 at "Pattern Analysis and Applications"

DOI: 10.1007/s10044-017-0664-1

Abstract: Automatic annotation of images is one of the fundamental problems in computer vision applications. With the increasing amount of freely available images, it is quite possible that the training data used to learn a classifier… read more here.

Keywords: classification; semi supervised; domain adaptation; fusion methods ... See more keywords

The application of helix fusion methods in structural biology.

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recommendations! Published in 2020 at "Current opinion in structural biology"

DOI: 10.1016/j.sbi.2019.12.007

Abstract: Methods generating fusion proteins with rigid and predictable structures have been developed in recent years. Among them, helix fusion methods that link two proteins by connecting their terminal alpha helices into a single and extended… read more here.

Keywords: helix fusion; structural biology; biology; fusion ... See more keywords

A Framework to Evaluate Fusion Methods for Multimodal Emotion Recognition

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recommendations! Published in 2023 at "IEEE Access"

DOI: 10.1109/access.2023.3240420

Abstract: Multimodal methods for emotion recognition consider several sources of data to predict emotions; thus, a fusion method is needed to aggregate the individual results. In the literature, there is a high variety of fusion methods… read more here.

Keywords: emotion recognition; fusion; fusion methods; framework ... See more keywords

A Review of Fusion Methods for Omics and Imaging Data

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recommendations! Published in 2022 at "IEEE/ACM Transactions on Computational Biology and Bioinformatics"

DOI: 10.1109/tcbb.2022.3143900

Abstract: The development of omics data and biomedical images has greatly advanced the progress of precision medicine in diagnosis, treatment, and prognosis. The fusion of omics and imaging data, i.e., omics-imaging fusion, offers a new strategy… read more here.

Keywords: fusion; methods omics; omics imaging; review fusion ... See more keywords

A Comparative Analysis of Three Data Fusion Methods and Construction of the Fusion Method Selection Paradigm

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recommendations! Published in 2025 at "Mathematics"

DOI: 10.3390/math13081218

Abstract: Multisource and multimodal data fusion plays a pivotal role in large-scale artificial intelligence applications involving big data. However, the choice of fusion strategies for different scenarios is often based on experimental comparisons, which leads to… read more here.

Keywords: method selection; fusion; data fusion; fusion method ... See more keywords