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Meta-Analysis of the Functional Neuroimaging Literature with Probabilistic Logic Programming
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In: https://hal.archives-ouvertes.fr/hal-03590714 ; 2022 (2022)
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An Ontology based Smart Management of Linguistic Knowledge
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In: EISSN: 2416-5999 ; Journal of Data Mining and Digital Humanities ; https://hal.archives-ouvertes.fr/hal-03618012 ; Journal of Data Mining and Digital Humanities, Episciences.org, In press (2022)
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The Conceptual Metaphor of "Blue" in Vietnamese Language ...
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The Conceptual Metaphor of "Blue" in Vietnamese Language ...
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A New Ontology-Based Method for Arabic Sentiment Analysis
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In: Big Data and Cognitive Computing; Volume 6; Issue 2; Pages: 48 (2022)
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| 7 |
A Comparison of Hybrid and End-to-End ASR Systems for the IberSpeech-RTVE 2020 Speech-to-Text Transcription Challenge
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In: Applied Sciences; Volume 12; Issue 2; Pages: 903 (2022)
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| 8 |
A Domain Adaptation-Based Method for Classification of Motor Imagery EEG
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In: Mathematics; Volume 10; Issue 9; Pages: 1588 (2022)
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Abstract:
Non-stationarity of EEG signals lead to high variability across sessions, which results in low classification accuracy. To reduce the inter-session variability, an unsupervised domain adaptation method is proposed. Arithmetic mean and covariance are exploited to represent the data distribution. First, overall mean alignment is conducted between the source and target data. Then, the data in the target domain is labeled by a classifier trained with the source data. The per-class mean and covariance of the target data are estimated based on the predicted labels. Next, an alignment from the source domain to the target domain is performed according to the covariance of each class in the target domain. Finally, per-class mean adaptation is required after covariance alignment to remove the shift of data distribution caused by covariance alignment. Two public BCI competition datasets, namely the BCI competition III dataset IVa and the BCI competition IV dataset IIa were used to evaluate the proposed method. On both datasets, the proposed method effectively improved classification accuracy.
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Keyword:
domain adaptation; electroencephalogram; linear discriminant analysis; mean and covariance; motor imagery
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URL: https://doi.org/10.3390/math10091588
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| 10 |
Copyright Basics for OERs
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In: Open Educational Resources for Social Sciences (2022)
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| 11 |
The Domain Mismatch Problem in the Broadcast Speaker Attribution Task
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In: ISSN: 2076-3417 ; Applied Sciences ; https://hal.archives-ouvertes.fr/hal-03448852 ; Applied Sciences, MDPI, 2021, 11 (18), pp.8521. ⟨10.3390/app11188521⟩ (2021)
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| 12 |
A case-study of language-specific executive disorder
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In: ISSN: 0264-3294 ; EISSN: 1464-0627 ; Cognitive Neuropsychology ; https://hal.archives-ouvertes.fr/hal-03372987 ; Cognitive Neuropsychology, Taylor & Francis (Routledge), 2021, 38 (2), pp.125 - 137. ⟨10.1080/02643294.2021.1941828⟩ (2021)
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| 13 |
Simplification automatique de textes biomédicaux en français : les données précises de petite taille aident
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In: Actes de la 28e Conférence sur le Traitement Automatique des Langues Naturelles. Volume 1 : conférence principale ; TALN - Traitement Automatique des Langues Naturelles ; https://hal.archives-ouvertes.fr/hal-03509735 ; TALN - Traitement Automatique des Langues Naturelles, Jul 2021, Lille, France (2021)
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| 14 |
Disambiguation of Medical Abbreviations in French with Supervised Methods
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In: Studies in Health Technology and Informatics ; https://hal.archives-ouvertes.fr/hal-03335532 ; Studies in Health Technology and Informatics, 2021, ⟨10.3233/shti210171⟩ (2021)
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| 15 |
The diachronic study of genres in architecture: towards a better understanding of recent evolutions in this professional domain
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In: 15th Conference of the European Society for the Study of English ; https://hal.archives-ouvertes.fr/hal-03453068 ; 15th Conference of the European Society for the Study of English, Aug 2021, Lyon, France (2021)
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| 16 |
WEIR-P: An Information Extraction Pipeline for the Wastewater Domain
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In: RCIS 2021 - 5th International Conference on Research Challenges in Information Science ; https://hal.archives-ouvertes.fr/hal-03211461 ; RCIS 2021 - 5th International Conference on Research Challenges in Information Science, May 2021, Virtual, Cyprus (2021)
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| 17 |
Models of diachronic semantic change using word embeddings ; Modèles diachroniques à base de plongements de mot pour l'analyse du changement sémantique
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In: https://tel.archives-ouvertes.fr/tel-03199801 ; Document and Text Processing. Université Paris-Saclay, 2021. English. ⟨NNT : 2021UPASG006⟩ (2021)
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Knowledge engineering in the sourcing domain for the recommendation of providers ; Ingénierie des connaissances dans le domaine du sourcing pour la recommandation de prestataires
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In: https://tel.archives-ouvertes.fr/tel-03336353 ; Information Retrieval [cs.IR]. Université Côte d'Azur, 2021. English. ⟨NNT : 2021COAZ4024⟩ (2021)
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| 19 |
Robustness of language recognition system to transmission channel ; Robustesse au canal des systèmes de reconnaissance de la langue
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In: https://hal.archives-ouvertes.fr/tel-03546267 ; Computer Science [cs]. Université de Lorraine, 2021. English. ⟨NNT : 2021LORR0250⟩ (2021)
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Multi-domain Neural Machine Translation ; Traduction automatique neuronale multidomaine
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In: https://tel.archives-ouvertes.fr/tel-03546910 ; Artificial Intelligence [cs.AI]. Université Paris-Saclay, 2021. English. ⟨NNT : 2021UPASG109⟩ (2021)
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