Datasets
Articles The experiment uses two datasets for validation:1) Baidu DUIE 2.0 Relation Extraction Dataset32, which includes over 30,000 text samples, 130,000 triplet data, and 31 predefined relation types, with “unknown” representing no…
Category: 7. Maths
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A refined Greylag Goose optimization method for effective IoT service allocation in edge computing systems
Optimizing service placement in edge computing involves solving complex multi-objective problems under resource constraints and dynamic conditions. Over the past decade, researchers have developed a wide range of metaheuristic and machine…
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Analysis of junior servers approaching a senior server in the multi-server queueing-inventory system
In order to formulate the model mathematically, consider the following random variables \({V}_1(t),~{V}_2(t),\) and \({V}_3(t)\) at time t.
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\(\tilde{V}_1(t)\) represents the number of customers…
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Ranking polycystic ovarian syndrome (PCOS) drugs using degree-based indices in QSPR models and CRITIC-driven MCDM methods
Methodology of CRITIC method and implementation
The CRITIC (Criteria Importance Through Intercriteria Correlation) method is used in multi-criteria decision-making (MCDM) to objectively calculate the weights of criteria based on the correlation…
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Passive localization based on radio tomography images with CNN model utilizing WIFI RSSI
Cassara, P., Potort\`\i, F., Barsocchi, P. & Girolami, M. Choosing an RSS device-free localization algorithm for Ambient Assisted Living. In International Conference on Indoor Positioning and Indoor Navigation (IPIN), pp. 1–8. (2015).
Guo, Y. et…
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An exploratory analysis of longitudinal artificial intelligence for cognitive fatigue detection using neurophysiological based biosignal data
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…
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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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