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The Role of Personal Values in Learning Approaches and Student Achievements
Behavioral Sciences, 2021 Personal values play a significant role when adopting learning approaches by individuals during their studies. Particularly in higher education, these values significantly influence the character that individuals play within their learning community and ...
Kelum A. A. Gamage +2 more
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Meta-learning Approaches for Few-Shot Learning: A Survey of Recent Advances [PDF]
ACM Computing Surveys, 2023 Despite its astounding success in learning deeper multi-dimensional data, the performance of deep learning declines on new unseen tasks mainly due to its focus on same-distribution prediction.
Hassan Gharoun +3 more
semanticscholar +1 more source
Instrumental Learning Approaches in Pre-Professional Music Students: Associations Among Motivation, Strategy and Practice [PDF]
Journal of IntelligenceInstrumental learning in pre-professional music education involves complex associations among motivational orientations, cognitive strategies, and practice habits; however, their individual-level interrelations have received limited empirical attention ...
Şehriban Koca +5 more
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Deep Learning Approaches to Grasp Synthesis: A Review [PDF]
IEEE Transactions on robotics, 2022 Grasping is the process of picking up an object by applying forces and torques at a set of contacts. Recent advances in deep learning methods have allowed rapid progress in robotic object grasping.
R. Newbury +11 more
semanticscholar +1 more source
Extreme Gradient Boosting for Yield Estimation compared with Deep Learning Approaches [PDF]
Computers and Electronics in Agriculture, 2022 Accurate prediction of crop yield before harvest is of great importance for crop logistics, market planning, and food distribution around the world. Yield prediction requires monitoring of phenological and climatic characteristics over extended time ...
Florian Huber +3 more
semanticscholar +1 more source
Future Internet, 2023 In the broad scientific field of time series forecasting, the ARIMA models and their variants have been widely applied for half a century now due to their mathematical simplicity and flexibility in application.
V. Kontopoulou +3 more
semanticscholar +1 more source
A Review of Machine Learning and Deep Learning Approaches on Mental Health Diagnosis
Healthcare, 2023 Combating mental illnesses such as depression and anxiety has become a global concern. As a result of the necessity for finding effective ways to battle these problems, machine learning approaches have been included in healthcare systems for the ...
Ngumimi Karen Iyortsuun +4 more
semanticscholar +1 more source
Student Learning Approaches: Beyond Assessment Type to Feedback and Student Choice
Education Sciences, 2021 Student Approaches to Learning (SAL) have been the focus of much research, typically linking different approaches, e.g., surface and deep, to different assessment types.
Alice Clack, Eleanor J. Dommett
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Jurnal Kependidikan, 2023 This study aims to analyze the effectiveness of the Science, Technology, Engineering, Art, Mathematics, and Religious (STEAM.R) approach to understanding students' concepts in learning science which are analyzed by gender.
Jelita Jelita, Mazlan Mazlan
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Diabetes detection based on machine learning and deep learning approaches
Multimedia tools and applications, 2023 The increasing number of diabetes individuals in the globe has alarmed the medical sector to seek alternatives to improve their medical technologies.
Boon Feng Wee +4 more
semanticscholar +1 more source