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Informatics, 2023 During the pandemic, universities were forced to convert their educational process online. Students had to adapt to new educational conditions and the proposed online environment.
Malinka Ivanova, Tsvetelina Petrova
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Explainable deep learning for healthcare workforce attrition: a methodological study on the Watson healthcare synthetic benchmark [PDF]
Frontiers in Public HealthBackgroundRetaining qualified nurses and allied-health staff has become a central occupational-health concern for modern hospital systems, yet existing attrition-prediction models face a persistent trade-off between predictive accuracy and auditability ...
Dan Yin, Xinyu Lu, Tingyi Mei
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Digital twin framework for personalized behavioral health optimization with Q-learning and graph-based planning [PDF]
Frontiers in Artificial IntelligencePromoting healthy lifestyle behaviors, including physical activity, sleep, diet, stress management, and healthy habits, requires adaptive systems capable of responding to dynamic changes in human behavior.
Ayan Chatterjee, Nurilla Avazov
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A digital twin-based comparative reinforcement learning framework for personalized behavioral recommendation [PDF]
Frontiers in Artificial IntelligencePromoting healthy lifestyle behaviors such as physical activity, sleep, diet quality, stress management, hydration, and healthy habits requires adaptive systems capable of responding dynamically to changing behavioral and environmental conditions ...
Ayan Chatterjee, Nurilla Avazov
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Design features of the synthetic learning environment
Educational Technology Quarterly, 2021 The article considers the features of the learning transformation in the transition from the usual material-object environment to learning in the digital synthetic environment.
Oleksandr Burov
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Educational Technology Quarterly, 2023 Learning focused on assimilation of facts, availability of information, free access to knowledge bases and convenient navigation in local and global networks is not a sufficient condition for the formation of an educated personality, active cognitive ...
Oleksandr Yu. Burov, Olha P. Pinchuk
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Extended reality in digital learning: influence, opportunities and risks’ mitigation
Освітній вимір, 2021 The paper discusses AR/VR/MR/XR technologies in learning namely their influence/ opportunity and risks’ mitigation. Main aspects are as follows: methodology (factors influencing a student’s cybersickness in AR/VR/MR/XR, the improved model of the ...
Oleksandr Burov, Olga Pinchuk
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Denoising-Based Decoupling-Contrastive Learning for Ubiquitous Synthetic Face Images
IEEE Access, 2023 With the improvement of generative models such as GPT-4, GANs, and diffusion models, synthetic face images are increasingly pervading the current digital environment.
Yupeng Zhu, Xinyi Shen, Peilun Du
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Education Sciences, 2021 This document evidences an innovative methodological vision in the teaching-learning process of the English language focused on the inclusion of all its students in a heterogeneous learning environment. Learning a foreign language as a second language is
Jorge Cárdenas, Esteban Inga
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Applied Sciences, 2022 This paper aims at analyzing the performance of reinforcement learning (RL) agents when trained in environments created by a generative adversarial network (GAN).
Smita Mahajan +7 more
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