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Active Learning – Modern Learning Theory [PDF]
, 2014 Most classic machine learning methods depend on the assumption that humans can annotate all the data available for training. However, many modern machine learning applications (including image and video classification, protein sequence classification, and speech processing) have massive amounts of unannotated or unlabeled data.
Maria-Florina Balcan, Urner, Ruth
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Designing Effective Simulation Games for Active Learning in Systems Engineering [PDF]
, 2019 Simulation games have been an effective method of teaching, especially for Systems Engineering concepts. The hands-on activities facilitate active, experiential, and collaborative learning with fun elements.
Gupta, Nihar, Wan, Hung-da
core +1 more source
A Survey on Deep Active Learning: Recent Advances and New Frontiers [PDF]
IEEE Transactions on Neural Networks and Learning SystemsActive learning seeks to achieve strong performance with fewer training samples. It does this by iteratively asking an oracle to label newly selected samples in a human-in-the-loop manner.
Dongyuan Li +5 more
semanticscholar +1 more source
A Trend Analysis of Adherence to the Muscle Strengthening Exercise Guidelines in US Adolescents
International Journal of Public Health, 2022 Objectives: This study aimed to describe the trends of the muscle-strengthening exercise (MSE) guidelines adherence in adolescents and factors associated with the adherence.Methods: Using the Youth Risk Behavioural Survey data, this study assessed the ...
Sitong Chen +3 more
doaj +1 more source
Reinforcement learning or active inference? [PDF]
, 2009 This paper questions the need for reinforcement learning or control theory when optimising behaviour. We show that it is fairly simple to teach an agent complicated and adaptive behaviours using a free-energy formulation of perception.
A Gillies +64 more
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Instructor strategies to aid implementation of active learning: a systematic literature review
International Journal of STEM Education, 2021 Despite the evidence supporting the effectiveness of active learning in undergraduate STEM courses, the adoption of active learning has been slow. One barrier to adoption is instructors’ concerns about students’ affective and behavioral responses to ...
Kevin Nguyen +8 more
semanticscholar +1 more source
International Journal of Educational Technology in Higher Education, 2021 This study aims to examine whether it is possible to match digital society, academia and students interests in higher education by testing to what extent the introduction of gamification into active learning setups affects the skills development demanded
Luis R. Murillo-Zamorano +3 more
semanticscholar +1 more source
Using Active Learning and Team Competition to Teach Gas Turbine Cycle Design [PDF]
, 2019 An elective, Analysis and Design of Propulsion Systems, has been a traditional lecture course teaching gas turbine engines from a design perspective.
Van Treuren, Kenneth
core +1 more source
International Journal of Behavioral Nutrition and Physical Activity, 2022 Background Whole-of-school programs have demonstrated success in improving student physical activity levels, but few have progressed beyond efficacy testing to implementation at-scale.
D R Lubans +20 more
doaj +1 more source
PLoS ONE, 2021 Six common beliefs about the usage of active learning in introductory STEM courses are investigated using survey data from 3769 instructors. Three beliefs focus on contextual factors: class size, classroom setup, and teaching evaluations; three focus on ...
Naneh Apkarian +5 more
semanticscholar +1 more source