A Deep Learning-Based Approach to Enable Action Recognition for Construction Equipment by Jinyue Zhang, Lijun Zi, Yuexian Hou, Mingen Wang, Wenting Jiang, Da Deng

“…The contributions of this research are as follows: (1) the development of a comprehensive video dataset of 2,064 clips with five action types for excavators and dump trucks; (2) a new deep learning-based CEAR approach (known as a simplified temporal convolutional network or STCN) that combines a convolutional neural network (CNN) with long short-term memory (LSTM, an artificial recurrent neural network), where CNN is used to extract image features and LSTM is used to extract temporal features from video frame sequences; and (3) the comparison between this proposed new approach and a similar CEAR method and two of the best-performing HAR approaches, namely, three-dimensional (3D) convolutional networks (ConvNets) and two-stream ConvNets, to evaluate the performance of STCN and investigate the possibility of directly transferring HAR approaches to the field of CEAR.…”
Get full text

Girls leading the conversation: harnessing the potential of podcasting for informal and project-based learning by Marc T. Sager, Saki Milton, Candace Walkington

Subjects: Get full text

MeTa Learning-Based Optimization of Unsupervised Domain Adaptation Deep Networks by Hsiau-Wen Lin, Trang-Thi Ho, Ching-Ting Tu, Hwei-Jen Lin, Chen-Hsiang Yu

Subjects: Get full text

Dimensionality cutback and deep learning algorithms efficacy as to the breast cancer diagnostic dataset by Gennady Chuiko, Denys Honcharov

Subjects: Get full text

A literature review: Geography learning based on microlearning to increase student’s ecoliteracy by Wijaya Nyokro Mukti, Kastolani Wanjat, Yani Ahmad

“…The results of the research are the design of geography learning based on microlearning which includes (1) mapping of ecoliteracy microcontent in geography learning, (2) implementation of geography learning based on microlearning, and (3) geography learning media based on microlearning to Increase ecoliteracy. …”
Get full text

Relationship between Cognitive Learning Psychological Classification and Neural Network Design Elements by Xing Yang, Tingjun Yong, Meihua Li, Wenying Wang, Huichun Xie, Jinping Du

Get full text

Examining Google Classroom-assisted blended learning in Indonesian EFL grammar classes by Nur Muthmainnah

Subjects: “…blended learning…”
Get full text

Academic Resilience, Subjective Well-being, Online Learning, dan COVID-19 by Mochammad Marvellharsyah Iskandar, Endah Mastuti

Subjects: Get full text

Deep learning-based object detection algorithms in medical imaging: Systematic review by Carina Albuquerque, Roberto Henriques, Mauro Castelli

Subjects: “…Deep learning…”
Get full text

Deep Learning-Based Crack Monitoring for Ultra-High Performance Concrete (UHPC) by Dongling Wu, Hongxiang Zhang, Yiying Yang

Get full text

Student’s self-confidence in practicing speaking during online learning: up or down? by Rozy Khanafiyah, Reza Adinul Akbar, Dewi Puspitasari

Subjects: Get full text

Contributions of Matrix Metalloproteinases to Neural Plasticity, Habituation, Associative Learning and Drug Addiction by John W. Wright, Joseph W. Harding

“…However, our knowledge concerning the precise spatial and temporal relationships among the mechanisms of neural plasticity, habituation, associative learning, and memory consolidation is far from complete and the possibility that these phenomena mediate drug addiction is a new direction of research.…”
Get full text

Development of an autonomous chess robot system using computer vision and deep learning by Truong Duc Phuc, Bui Cao Son

Subjects: Get full text

Positional embeddings and zero-shot learning using BERT for molecular-property prediction by Medard Edmund Mswahili, JunHa Hwang, Jagath C. Rajapakse, Kyuri Jo, Young-Seob Jeong

Subjects: Get full text

Artificial intelligence in suicide prevention: Utilizing deep learning approach for early detection by Vikas Gaur, Gaurav Maggu, Khushboo Bairwa, Suprakash Chaudhury, Sana Dhamija, Tahoora Ali

Subjects: Get full text

The learning curve for laparoscopic-assisted single-port mediastinoscopic esophagectomy: an analysis of proficiency by Wenhao Li, Xiangfeng Gan, Liangzhan Lv, Yingmeng Wu, Weizhao Huang, Yi Liang, Qingdong Cao

Subjects: Get full text

Energy Management in Microgrids Using Model-Free Deep Reinforcement Learning Approach by Odia A. Talab, Isa Avci

“…To optimize decision-making, an actor-critic-based Deep Deterministic Policy Gradient (DDPG) algorithm is developed, leveraging reinforcement learning (RL) to adapt dynamically to changing system conditions. …”
Get full text

Personalising Learning: Do Teachers Use Student Voice and Choice at Secondary School? by Mikhail N. Shchevliagin, Diana O. Koroleva

Subjects: “…personalised learning…”
Get full text

Machine learning-based modelling and analysis of carbonation depth of recycled aggregate concrete by Xuyong Chen, Xuan Liu, Shukai Cheng, Xiaoya Bian, Xixuan Bai, Xin Zheng, Xiong Xu, Zhifeng Xu

Subjects: Get full text

Deep learning-enabled exploration of global spectral features for photosynthetic capacity estimation by Xianzhi Deng, Xiaolong Hu, Liangsheng Shi, Chenye Su, Jinmin Li, Shuai Du, Shenji Li

Subjects: Get full text