Correction: A Real Network Environment Dataset for Traffic Analysis
Category: 7. Maths
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Correction: A Real Network Environment Dataset for Traffic Analysis
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Bioinspired morphology and task curricula for learning locomotion in bipedal muscle-actuated systems
Preliminaries
A Markov Decision Process is defined as a tuple \(({{\mathcal{S}}},{{\mathcal{A}}},P,r,\gamma ,{\mu }_{0})\), where \({{\mathcal{S}}}\) is the state space, \({{\mathcal{A}}}\) is the action space, \(P:{{\mathcal{S}}}\times…
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Predicting critical transitions with machine learning trained on surrogates of historical data
Scheffer, M. Critical Transitions In Nature And Society (Princeton University Press, 2020).
Van Nes, E. H. et al. What do you mean, ‘tipping point’? Trends Ecol. Evol. 31, 902–904 (2016).
Google Scholar
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Developing and comparing a new BMI inclusive energy expenditure algorithm on wrist-worn wearables
Participants
Participants were recruited in two phases for the in-lab and free-living studies via flyers, Craigslist, and ResearchMatch services. A separate cohort of participants was recruited for each study. Potential participants were screened…
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A health digital twin framework for discrete event simulation based optimised critical care workflows
Healthcare is a high-risk profession1, continuously evolving to integrate new technologies that enhance precision medicine. However, studies show some worrying estimated numbers relating to the harm and death caused by medical errors. In the…
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A Dataset of Medical Questions Paired with Automatically Generated Answers and Evidence-supported References
To generate multiple answers and validate the MedAESQA dataset, we organized a community evaluation18 at the 2024 Text Retrieval Conference (TREC), in which participants were provided with the questions and PubMed collection and asked to generate…
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QS ranks MIT the world’s No. 1 university for 2025-26 | MIT News
MIT has again been named the world’s top university by the QS World University Rankings, which were announced today. This is the 14th year in a row MIT has received this distinction.
The full 2026 edition of the rankings…
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Stakeholder-centric participation in large language models enhanced health systems
As illustrated in Table 1, we identify participatory gaps and suggest solutions throughout each phase of the LLMHS lifecycle.
Table 1 Addressing gaps and participatory solutions throughout LLMHS lifecycle Contextualization and development
The design…
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Fractional analysis of Benjamin-Bona-Mahony equation across natural transform iterative method: thermal engineering implementations
Suppose a fractional order PDE of the form
$${\mathbb{D}}_{t}^{\alpha } \left( {\vartheta \left( {y,t} \right)} \right) = f\left( y \right) + {\mathbb{L}}\vartheta \left( {y,t} \right) + \mathcal{N}\vartheta \left( {y,t} \right),\,\,\,\,\,\,t >…
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Continuous spatio-temporal synthesis of electromagnetic fields by projected space-time Fourier transform
Spatio-temporal expansion of 4D EM field
Consider a continuous 4D EM field \(F\left(x,y,{z;t}\right)\) of duration T as the desired field within a limited three-dimensional (3D) synthesis region \({\Omega }_{{{{\rm{syn}}}}}\). Applying the Fourier…
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