In this section, the problem formulation, system model, application model and fog model used for implementing the proposed HMMPACFP scheme is initially presented. Then the background of the adopted Multi-Objective Marine Predators Algorithm-based…
Category: 7. Maths
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Predicting land suitability for wheat and barley crops using machine learning techniques
Dataset feature description
The dataset used for this study is collected from the Engineering Corporation of Oromia (ECO) located in Akaki Kality, Addis Ababa, Ethiopia. ECO is a committed company that gives a knowledge base of a sustainable…
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Establishing a periodic SM model with Fourier analysis for enhancing global soil moisture forecasting
Experiment design
The LandBench 1.0 dataset represents a significant step towards establishing a community-driven benchmark for land surface variables prediction, which is essential for various applications in Earth system science, including…
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How math reveals the bleeding edge of AI
Henry Kvinge, a mathematician who works at Pacific Northwest National Laboratory, explores the intersection of formal mathematics and artificial intelligence. Credit: Henry… Continue Reading
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Mathematical model helps explain polarization
Phase diagram of the model (top) and four example trajectories. The four different regions of the phase diagram (defined by the ratio of in-group love to out-group hate and the… Continue Reading
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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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