概述 本文献是一篇文献综述,以自动驾驶载具对外围物体行动轨迹的预测为切入点,介绍了基于运动学(kinematics based)和基于机器学习(learning based)的两大类预测方法。 并选择了基于机器学习的六种具体方法(GP、LSTM、GP LSTM、Character based LST
2.1.5Machine Learning-Based Approaches Machine learningrepresents another alternative for detecting design defects. Catalet al.[33]used differentmachine learning algorithmsto predict defective modules. They investigated the effect of dataset size, metrics set, and feature selection techniques forsoftware faul...
This paper provides information obtained from Junior Secondary School teachers on their orientation towards the use of inquiry-based approach for teaching Basic Science in Ekiti State, Nigeria. The population of the study comprises all the Basic Science teachers in the State. A sample of one hundred...
Compared with conventional courses, the evidence suggests that the project-based learning approaches used in this study will be quite successful for providing postgraduate students with more autonomy and creative learning experience. 展开 关键词:
The reason for interdisciplinary thematic learning is that the nurturing value of subjects is implicit in subject knowledge, and traditional teaching and learning approaches cannot fully unlock and exploit the nurturing value of subjects. The curriculum standards for compulsory education clearly state that...
Getting at deep learning: a problem-based approach The use of aims and objectives in the design of an engineering education are reviewed, together with the approaches to learning adopted by students. Charac... RGS Matthew,DC Hughes - 《Engineering Science & Education Journal》 被引量: 55发表:...
A machine learning based approach to classify autism with optimum behavior sets R Vaishali,R Sasikala 被引量: 0发表: 2018年 Identifying children with autism spectrum disorder based on their face processing abnormality: A machine learning framework The atypical face scanning patterns in individuals with...
More generally, machine-learning-based approaches are being developed for magnetic-confinement control and fusion in general, not limited to control. A survey of this area is provided by Humphreys et al.14, who categorized approaches into seven Priority Research Opportunities, including accelerating...
Problem-based approaches to learning have a long history of advocating experience-based education. Psychological research and theory suggests that by having students learn through the experience of solving problems, they can learn both content and thinking strategies. Problem-based learning (PBL) is an...
监督适应性算法(Supervised Adaptation):基于特征的方法(Feature-Based Approaches)和基于参数的方法(Parameter-Based Approach)。 (2)、基于原理分类 基于实例或权值重写的方法(Reweighting/Inastance-based methods):通过重写source domain的标签数据的权重(weight)来矫正样本偏差(sample bias),使source domain的样本与targe...