In this study, a new EALAI-CFDNBD technique is proposed. The method is designed to detect cognitive fatigue using neurophysiological-based biosignal data. To accomplish that, the EALAI-CFDNBD model has data normalization, a BOOA-based selecting…
Category: 7. Maths
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Dynamic cross-domain transfer learning for driver fatigue monitoring: multi-modal sensor fusion with adaptive real-time personalizations
The experimental setup for this study includes the development, training, and evaluation of the proposed multi-modal fatigue monitoring framework across source and target domains using real-world sensor datasets. The datasets incorporate EEG,…
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A Dataset of Real and Synthetic Speech in Ukrainian
The scientific analysis of the DRSSU dataset11 focuses on the quantitative study of the duration of audio recordings. This measure is critically important for assessing the capabilities and limitations of using the dataset in various…
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Are transformers truly foundational for robotics?
Vaswani, A. et al. Attention is all you need. In Proceedings of the 31st International Conference on Neural Information Processing Systems 6000–6010 (Curran Associates Inc., Long Beach, California, USA 2017).
Croitoru, F. A., Hondru, V.,…
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SuperBand: an Electronic-band and Fermi surface structure database of superconductors
The chemical formulas and Tc data for superconductors presented in this paper are mainly sourced from the 2022 edition of the SuperCon database1. This extensive database contains information on 33,458 materials, including 7,190…
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Multi-objective particle swarm optimization algorithm for task allocation and archived guided mutation strategies
In this section, the specific procedure of the proposed TAMOPSO algorithm is described in detail. Among them, Section Core framework of TAMOPSO describes the overall framework of the TAMOPSO algorithm, Section “Population segmentation and…
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The use of deep learning and artificial intelligence-based digital technologies in art education
Datasets collection
The dataset used is the WikiArt dataset, which is widely employed in DL research for art style analysis and artwork generation. The dataset covers various art styles, genres, and artists. It is an ideal dataset for tasks such…
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A CAS driven framework integrating entropy cloud and fuzzy cognitive map enhances disaster resilience in urban old communities
Disaster resilience assessment of old communities
Based on literature review and practical considerations, this study classifies the disaster resilience development levels of old communities into five grades:
Grade I: Indicates a high level of…
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A high precision YOLO model for surface defect detection based on PyConv and CISBA
Wang, C., Wei, X. & Jiang, X. An automated defect detection method for optimizing industrial quality inspection. Eng. Appl. Artif. Intell. 127, 107387 (2024).
Google Scholar
Birlutiu, A.,…
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The analysis of English language teaching with machine translation based on virtual reality technology
Modeling
In order to improve the accuracy of Chinese English MT, the first step is to convert the language to be translated into computer language, that is, to obtain the word vector of each word, extract the contextual information of the current…
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