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Proceedings of the International Conference on "Minority languages spoken or signed and inclusive spaces" ...
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A Methodology to Transform Speech into Symbolic Gestures ...
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Proceedings of the International Conference on "Minority languages spoken or signed and inclusive spaces" ...
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A Methodology to Transform Speech into Symbolic Gestures ...
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Different Language Modalities Yet Similar Cognitive Processes in Arithmetic Fact Retrieval
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In: Brain Sciences; Volume 12; Issue 2; Pages: 145 (2022)
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Falling through the Cracks: Deaf New Americans and Their Unsupported Educational Needs
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In: Education Sciences; Volume 12; Issue 1; Pages: 35 (2022)
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Adapting Fleming-Type Learning Style Classifications to Deaf Student Behavior
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In: Sustainability; Volume 14; Issue 8; Pages: 4799 (2022)
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Abstract:
This study presents the development of a novel integrated data fusion and assimilation technique to classify learning experiences and patterns among deaf students using Fleming’s model together with Thai Sign Language. Data were collected from students with hearing disabilities (Grades 7–9) studying at special schools in Khon Kaen and Udon Thani, Thailand. This research used six classification algorithms with data being resynthesized and improved via the application of feature selection, and the imbalanced data corrected using the synthetic minority oversampling technique. The collection of data from deaf students was evaluated using a 10-fold validation. This revealed that the multi-layer perceptron algorithm yields the highest accuracy. These research results are intended for application in further studies involving imbalanced data problems.
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Keyword:
classification; deaf students; feature selection; imbalanced data; learning style
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URL: https://doi.org/10.3390/su14084799
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Comunidade surda idosa em Portugal: necessidades, preocupações e expectativas face ao futuro
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The multimodality in Libras dictionaries: theoretical and applied reflections ; A multimodalidade em dicionários de Libras: reflexões teóricas e aplicadas
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In: Revista GTLex; v. 7 (2021): Volume 7 ; 2447-9551 (2022)
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Specialized writing instruction for deaf students: A randomized controlled trial
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In: Theory and Practice in Teacher Education Publications and Other Works (2022)
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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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Dificuldades do professor no processo de ensino para os alunos surdos no municipio de Teresina – Piauí no ano de 2021
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Word representation and processing in deaf readers: Evidence from ERPs and eye-tracking
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Health and Wellness: Building Resilience in Deaf Bilingual Classrooms
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Fostering Identity through Stories of Culture and Social Justice: Empowering Deaf Students to Embrace their Identities Fully and Authentically.
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An Assessment of the Use and Impact of Genetic Testing Among Deaf Adults and Parents of Deaf Children
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“Garments of Thought”: Writing Signs and the Critique of Logocentrism
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In: ISSN: 0093-1896 ; EISSN: 1539-7858 ; Critical Inquiry ; https://hal.archives-ouvertes.fr/hal-03087268 ; Critical Inquiry, University of Chicago Press, 2021, 47 (2), pp.272-305. ⟨10.1086/712122⟩ (2021)
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