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Development of a standard of care for patients with valosin-containing protein associated multisystem proteinopathy.
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In: Orphanet journal of rare diseases, vol 17, iss 1 (2022)
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International Faculty's Perspectives on Organizational Culture and Management: A Three-Step Action Plan ...
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International Faculty's Perspectives on Organizational Culture and Management: A Three-Step Action Plan ...
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Proceedings of the International Conference on "Minority languages spoken or signed and inclusive spaces" ...
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Proceedings of the International Conference on "Minority languages spoken or signed and inclusive spaces" ...
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Members of the Polish Language Council on the Problems of Linguistic Diversity and Linguistic Inclusion in Poland
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In: Social Inclusion ; 9 ; 1 ; 63-74 ; Social Inclusion and Multilingualism: The Impact of Linguistic Justice, Economy of Language and Language Policy (2022)
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Towards Inclusion in Spanish Higher Education: Understanding the Relationship between Identification and Discrimination
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In: Social Inclusion ; 9 ; 3 ; 81-93 ; Inclusive Universities in a Globalized World (2022)
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Social Inclusion and Multilingualism: Linguistic Justice and Language Policy
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In: Social Inclusion ; 9 ; 1 ; 1-4 ; Social Inclusion and Multilingualism: The Impact of Linguistic Justice, Economy of Language and Language Policy (2022)
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What Constitutes a Local Public Sphere? Building a Monitoring Framework for Comparative Analysis
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In: Media and Communication ; 9 ; 3 ; 85-96 ; Spaces, Places, and Geographies of Public Spheres (2022)
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Two Linguas Francas? Social Inclusion through English and Esperanto
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In: Social Inclusion ; 9 ; 1 ; 75-84 ; Social Inclusion and Multilingualism: The Impact of Linguistic Justice, Economy of Language and Language Policy (2022)
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Relational Communication Spaces: Infrastructures and Discursive Practices
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In: Media and Communication ; 9 ; 3 ; 28-39 ; Spaces, Places, and Geographies of Public Spheres (2022)
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Multilingualism and Social Inclusion in Scotland: Language Options and Ligatures of the "1+2 Language Approach"
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In: Social Inclusion ; 9 ; 1 ; 14-23 ; Social Inclusion and Multilingualism: The Impact of Linguistic Justice, Economy of Language and Language Policy (2022)
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Towards Portuguese Sign Language Identification Using Deep Learning
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Abstract:
In Portugal there are above 80,000 people with hearing impairment with the need to communicate through the sign language. Equal opportunities and social inclusion are the major concerns of the current society. It is aim of this research to create and evaluate a Deep Learning model that using a dataset with images of characters in Portuguese sign language can identify the gesture of a user, recognizing it. For model training, 5826 representative samples of the characters ‘C’, ‘I’, ‘L’, ‘U’ and ‘Y’ in Portuguese sign language. The Deep Learning model is based on a convolutional neural network. The model evaluated using the sample allowed for an accuracy of 98.5%, which is considered as a satisfactory result. However, there are two gaps: the existence of datasets with the totality of the alphabet in the Portuguese sign language and with the various representations of movement that each word has at the layout of letters. Using the proposed model with more complete datasets would allow to develop more inclusive user interfaces and equal opportunities for users with auditory difficulties. ; info:eu-repo/semantics/publishedVersion
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Keyword:
Deep learning; Inclusion user interfaces; Portuguese sign language
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URL: https://doi.org/10.1007/978-3-030-90241-4_6 http://hdl.handle.net/10400.26/38582
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CLIL as an inclusive approach. a didactic proposal to attend to diversity
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Understanding cyberslacking intention during Covid-19 online classes: An fsQCA analysis
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How can we recruit more men of African or African-Caribbean ancestry into our research? Co-creating a video to raise awareness of prostate cancer risk and the PROFILE study
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La inclusividad lingüística en la educación multilingüe de California: coexistencia de las variedades y registros de lengua para enriquecer el aula de inmersión dual
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Effects of Social Stories on Increasing Social Interaction and Engagement of Deaf and Hard of Hearing Students with Autism Spectrum Disorder in Inclusive Settings
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In: UNF Faculty Publications (2022)
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Welcoming and Inclusive Farmers Markets: A Community of Practice to Encourage Diversity, Equity, and Inclusion
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In: Outcomes and Impact Quarterly (2022)
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