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6821
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6822
A Small-Scale Corpus Study of Metal Songs: Metallica’s ‘The Black Album’
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6823
From NeurODEs to AutoencODEs: A mean-field control framework for width-varying neural networks
Published 2025-04-01“…However, by construction, NeurODEs have been limited to describing constant-width layers, making them unsuitable for modelling deep learning architectures with layers of variable width. …”
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6824
Improving Malaria diagnosis through interpretable customized CNNs architectures
Published 2025-02-01“…To address these challenges, we employed several customized convolutional neural networks (CNNs), including Parallel convolutional neural network (PCNN), Soft Attention Parallel Convolutional Neural Networks (SPCNN), and Soft Attention after Functional Block Parallel Convolutional Neural Networks (SFPCNN), to improve the effectiveness of malaria diagnosis. …”
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6825
A Transdisciplinary Approach to Differentiated Instruction
Published 2022-02-01“…However, the DI literature is overwhelming, excessively challenging many instructors to create a DI for multiple learning styles. This paper employs a transdisciplinary approach to address this gap between theory and challenging operational implementation. #1) The discipline of architecture introduced the approach of universal design, advocating that new buildings be initially built to allow universal access; this contrasts with the prior method of attempting to comply with regulations after building completion, which is often costly and wasteful. #2) The discipline of neuro-psychology identifies higher cognitive brain function with (performance) executive function which in turn is simply implemented using a multiple-modality approach. …”
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6826
Treatment Recommendation using BERT Personalization
Published 2024-10-01“…While being a BERT spin-off, PharmaBERT utilizes its own set of experienced techniques to comprehend and sense the health-related text input given by the patient, doctor, or pharmacist. It uses transfer learning, that is, it learns from language representations to adapt quickly to the intricacies of drug reviewing. …”
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6827
The Study of the Educational Program Competence Model Based on the Intellectual Analysis of the Labor Market Professional Requirements
Published 2022-12-01“…For example, professional standards describe labor functions, but in the EP competencies are required. …”
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6828
Fine carrier frequency offset estimation for OFDM and MIMO-OFDM systems: A comparative study
Published 2025-05-01“…To enhance estimation accuracy, a machine learning-based approach is proposed to effectively function across different channel conditions. …”
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6829
What is neuroplasticity? Why it is important?: Types and its basic mechanisms
Published 2021-04-01“…The human brain is interconnected in a plastic manner to form functional brain net-works. This dynamic and flexible neuronal reorganization process is essential for an efficient regeneration process in the central nervous system, especially when it comes to memory, learning, and posttraumatic conditions. …”
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6830
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6831
Interaction Prediction on BACE-1 Inhibitors Data for Alzheimer Disease using Message Passing Neural Network
Published 2025-02-01“…The medical condition that develops as memory loss, dementia, and a general decrease in cognitive functions due to the death of brain cells over time is called Alzheimer's disease. …”
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6832
Specifics of Project Management of Development and Implementation of DPO Programs in Universities: Role of Educational and Scientific Centers
Published 2021-02-01“…The last one is classically managed individually, collegially or on the basis of linear-functional approach, especially in Russia. The education & science center of Management in the Plekhanov Russian University of Economics is given as an example. …”
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6833
Neural Networks vs. Regression: A Comparative Analysis in Medical Data Processing
Published 2025-05-01“…The regression model followed standard statistical guidelines, while the FFNN required optimization of hyperparameters, including the number of layers, activation functions, learning rate, and optimization algorithms. …”
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6835
Nonlinear Fluctuations in the Cryptocurrency Market: The Modern Approaches to Analysis and Forecasting
Published 2025-06-01“…ARIMA and GARCH) to modern machine learning and deep learning methods (e.g. LSTM, GRU and Transformers). …”
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6836
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6837
Digital Campus as a tool for teaching English in the era of digital education
Published 2024-01-01“…The results of the survey were the following: there was a general readiness for “applicant – university” interaction through the online environment; a small percentage of divergence of schoolchildren and student opinion regarding their expectations to learn a foreign language online was observed. The Digital Campus and its functions were modelled. …”
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Miradas sobre la guerra y el exilio desde la LIJ / Perspectives on war and exile from Children's and Youth Literature
Published 2022-09-01“…Its essential axes are the paradigm of literary education as a model for training future teachers, its development through the Project-Based Learning methodology and the reflection on the social function of literature for education for peace and justice. …”
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6840
Supporting the Development of Digitally Competent VET Teachers in Serbia and Russia
Published 2020-11-01“…A developed model of VET teachers’ digitally competent development programme design in the context of online learning according to best European practices in this fields is represented by two components: structural and functional. …”
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