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How Do B-Learning and Learning Patterns Influence Learning Outcomes? [PDF]
Learning Management System (LMS) platforms provide a wealth of information on the learning patterns of students. Learning Analytics (LA) techniques permit the analysis of the logs or records of the activities of both students and teachers on the on-line ...
María Consuelo Sáiz Manzanares +3 more
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(1) Background: In preparing the next generation of teachers, teacher educators are key actors in fostering diversity-responsive education. However, evidence-informed professional development initiatives (PDIs) are needed to raise teacher educators ...
Benjamin Ponet +3 more
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Large-Scale Condensed Fuzzy K-Nearest Neighbor Algorithm Based on MapReduce and Spark [PDF]
The Condensed Fuzzy K-Nearest Neighbor(CFKNN) algorithm is applicable only to small-sized and medium-sized data sets,and its mechanism of instance selection is static,so the algorithm can not adjust the threshold dynamically to select the optimal sample ...
WANG Mohan, ZHAI Junhai, QI Jiaxing
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Meta-learning for transformer-based prediction of potent compounds
For many machine learning applications in drug discovery, only limited amounts of training data are available. This typically applies to compound design and activity prediction and often restricts machine learning, especially deep learning.
Hengwei Chen, Jürgen Bajorath
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How Hyperspectral Image Unmixing and Denoising Can Boost Each Other
Hyperspectral linear unmixing and denoising are highly related hyperspectral image (HSI) analysis tasks. In particular, with the assumption of Gaussian noise, the linear model assumed for the HSI in the case of low-rank denoising is often the same as the
Behnood Rasti +3 more
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Providing health sciences education through virtual reality experiences
In 2020 – 2021 the Robert B. Greenblatt, M.D. Library at Augusta University implemented two projects leveraging virtual reality (VR) technology to provide immersive experiential learning opportunities for health sciences students.
Gail Kouame +2 more
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Veterinarians' perspective on telemedicine in Germany
IntroductionInformation on the use of telemedical approaches in the context of veterinary medicine is evolving. As in human medicine, veterinary medicine is subject to an increasing digitalization effort.
Björn Becker +4 more
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Background In Bangladesh 65% of children under 6 months of age were exclusively breastfed with maternal employment being a risk factor that has jeopardized exclusive breastfeeding.
A M Rumayan Hasan +6 more
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A hybrid Hill-ABC algorithm for patient admission scheduling problem
The patient admission scheduling (PAS) problem is a well-known combinatorial optimization problem that entails the allocation of patients to some restricted bedspace for a certain period while adhering to a set of established constraints such as medical ...
Akeem Femi Bamigbola +5 more
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Background Rapidly increasing healthcare costs and the growing burden of non-communicable diseases have increased the out-of-pocket (OOP) spending (63.3% of total health expenditure) in Bangladesh.
Sayem Ahmed +9 more
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