FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2927047029> ?p ?o ?g. }

• W2927047029 endingPage "622" @default.
• W2927047029 startingPage "611" @default.
• W2927047029 abstract "Over the past decade, “content-based” multimedia systems have realized success. By comparison, brain imaging and classification systems demand more efforts for improvement with respect to accuracy, generalization, and interpretation. The relationship between electroencephalogram (EEG) signals and corresponding multimedia content needs to be further explored. In this paper, we integrate implicit and explicit learning modalities into a context-supported deep learning framework. We propose an improved solution for the task of brain imaging classification via EEG signals. In our proposed framework, we introduce a consistency test by exploiting the context of brain images and establishing a mapping between visual-level features and cognitive-level features inferred based on EEG signals. In this way, a multimodal approach can be developed to deliver an improved solution for brain imaging and its classification based on explicit learning modalities and research from the image processing community. In addition, a number of fusion techniques are investigated in this work to optimize individual classification results. Extensive experiments have been carried out, and their results demonstrate the effectiveness of our proposed framework. In comparison with the existing state-of-the-art approaches, our proposed framework achieves superior performance in terms of not only the standard visual object classification criteria, but also the exploitation of transfer learning. For the convenience of research dissemination, we make the source code publicly available for downloading at GitHub (https://github.com/aneeg/dual-modal-learning)." @default.
• W2927047029 created "2019-04-11" @default.
• W2927047029 creator A5005727907 @default.
• W2927047029 creator A5031269487 @default.
• W2927047029 creator A5086801574 @default.
• W2927047029 date "2019-12-01" @default.
• W2927047029 modified "2023-10-09" @default.
• W2927047029 title "A Context-Supported Deep Learning Framework for Multimodal Brain Imaging Classification" @default.
• W2927047029 cites W1768134850 @default.
• W2927047029 cites W1970727126 @default.
• W2927047029 cites W1992219297 @default.
• W2927047029 cites W2001288584 @default.
• W2927047029 cites W2002055708 @default.
• W2927047029 cites W2009767195 @default.
• W2927047029 cites W2020157147 @default.
• W2927047029 cites W2020748969 @default.
• W2927047029 cites W2041346309 @default.
• W2927047029 cites W2085790164 @default.
• W2927047029 cites W2095607795 @default.
• W2927047029 cites W2097117768 @default.
• W2927047029 cites W2108598243 @default.
• W2927047029 cites W2115733720 @default.
• W2927047029 cites W2125727363 @default.
• W2927047029 cites W2132889650 @default.
• W2927047029 cites W2144714250 @default.
• W2927047029 cites W2164985412 @default.
• W2927047029 cites W2194775991 @default.
• W2927047029 cites W2215454660 @default.
• W2927047029 cites W221915867 @default.
• W2927047029 cites W2507528282 @default.
• W2927047029 cites W2526755872 @default.
• W2927047029 cites W2531793044 @default.
• W2927047029 cites W2539353608 @default.
• W2927047029 cites W2556806401 @default.
• W2927047029 cites W2580887161 @default.
• W2927047029 cites W2583264035 @default.
• W2927047029 cites W2618530766 @default.
• W2927047029 cites W2632654127 @default.
• W2927047029 cites W2741907166 @default.
• W2927047029 cites W2750443890 @default.
• W2927047029 cites W2754867456 @default.
• W2927047029 cites W2766524960 @default.
• W2927047029 cites W2783165089 @default.
• W2927047029 cites W2783231089 @default.
• W2927047029 cites W2791994602 @default.
• W2927047029 cites W2793464405 @default.
• W2927047029 cites W2809182427 @default.
• W2927047029 cites W2809868225 @default.
• W2927047029 cites W2899422709 @default.
• W2927047029 cites W2907756624 @default.
• W2927047029 cites W2923625587 @default.
• W2927047029 cites W2963037915 @default.
• W2927047029 cites W2963855931 @default.
• W2927047029 cites W3098943317 @default.
• W2927047029 doi "https://doi.org/10.1109/thms.2019.2904615" @default.
• W2927047029 hasPublicationYear "2019" @default.
• W2927047029 type Work @default.
• W2927047029 sameAs 2927047029 @default.
• W2927047029 citedByCount "16" @default.
• W2927047029 countsByYear W29270470292020 @default.
• W2927047029 countsByYear W29270470292021 @default.
• W2927047029 countsByYear W29270470292022 @default.
• W2927047029 countsByYear W29270470292023 @default.
• W2927047029 crossrefType "journal-article" @default.
• W2927047029 hasAuthorship W2927047029A5005727907 @default.
• W2927047029 hasAuthorship W2927047029A5031269487 @default.
• W2927047029 hasAuthorship W2927047029A5086801574 @default.
• W2927047029 hasConcept C111919701 @default.
• W2927047029 hasConcept C118552586 @default.
• W2927047029 hasConcept C119857082 @default.
• W2927047029 hasConcept C134306372 @default.
• W2927047029 hasConcept C144024400 @default.
• W2927047029 hasConcept C150899416 @default.
• W2927047029 hasConcept C151730666 @default.
• W2927047029 hasConcept C154945302 @default.
• W2927047029 hasConcept C15744967 @default.
• W2927047029 hasConcept C177148314 @default.
• W2927047029 hasConcept C2776436953 @default.
• W2927047029 hasConcept C2779343474 @default.
• W2927047029 hasConcept C2779903281 @default.
• W2927047029 hasConcept C33923547 @default.
• W2927047029 hasConcept C36289849 @default.
• W2927047029 hasConcept C41008148 @default.
• W2927047029 hasConcept C43126263 @default.
• W2927047029 hasConcept C522805319 @default.
• W2927047029 hasConcept C71901391 @default.
• W2927047029 hasConcept C86803240 @default.
• W2927047029 hasConceptScore W2927047029C111919701 @default.
• W2927047029 hasConceptScore W2927047029C118552586 @default.
• W2927047029 hasConceptScore W2927047029C119857082 @default.
• W2927047029 hasConceptScore W2927047029C134306372 @default.
• W2927047029 hasConceptScore W2927047029C144024400 @default.
• W2927047029 hasConceptScore W2927047029C150899416 @default.
• W2927047029 hasConceptScore W2927047029C151730666 @default.
• W2927047029 hasConceptScore W2927047029C154945302 @default.
• W2927047029 hasConceptScore W2927047029C15744967 @default.
• W2927047029 hasConceptScore W2927047029C177148314 @default.
• W2927047029 hasConceptScore W2927047029C2776436953 @default.

• next