Retracted: Multimedia Data Processing Technology and Application Based on Deep Learning by Advances in Multimedia

Get full text

An Extreme Learning Machine-Based Community Detection Algorithm in Complex Networks by Feifan Wang, Baihai Zhang, Senchun Chai, Yuanqing Xia

“…In this paper, by means of fusing unsupervised extreme learning machines and the k-means clustering techniques, we propose a novel community detection method that surpasses traditional k-means approaches in terms of precision and stability while adding very few extra computational costs. …”
Get full text

Deep learning application for stellar parameter determination: III-denoising procedure by Gebran Marwan, Bentley Ian, Brienza Rose, Paletou Frédéric

Subjects: Get full text

Semantic Recognition and Location of Cracks by Fusing Cracks Segmentation and Deep Learning by Qing An, Xijiang Chen, Xiaoyan Du, Jiewen Yang, Shusen Wu, Ya Ban

Get full text

Maximum Power Point Tracking of PV Grids Using Deep Learning by K. Rafeeq Ahmed, Farrukh Sayeed, K. Logavani, T. J. Catherine, Shimpy Ralhan, Mahesh Singh, R. Thandaiah Prabu, B. Bala Subramanian, Adane Kassa

“…In this paper, we develop a deep learning model using back propagation neural network (BPNN) that helps to obtain maximum power point. …”
Get full text

Unsupervised and Semisupervised Machine Learning Frameworks for Multiclass Tool Wear Recognition by Maryam Assafo, Peter Langendoerfer

Subjects: Get full text

Motor synergy and energy efficiency emerge in whole-body locomotion learning by Guanda Li, Mitsuhiro Hayashibe

“…Abstract Humans exploit motor synergies for motor control; however, how they emerge during motor learning is not clearly understood. Few studies have dealt with the computational mechanism for generating synergies. …”
Get full text

Interactive Arabic E-Learning for Prospective Students Studying in the Middle East by Mohammad Zaelani Musonif, Hanik Mahliatussikah, Kholisin Kholisin

Subjects: “…Arabic E-learning…”
Get full text

Relationship between the perception of classroom learning environment and student academic emotions by Lira Fessia Damaianti, Risda Awaliya, Ifa Hanifah Misbach

Subjects: “…perception of classroom learning environment academic emotions learning model educational psychology…”
Get full text

Prediction of Transverse Reinforcement of RC Columns Using Machine Learning Techniques by Congzhen Xiao, Baojuan Qiao, Jianhui Li, Zhiyong Yang, Jiannan Ding

“…To establish the best transverse reinforcement ratio prediction model for RC columns, based on an experimental database consisting of 498 columns, 12 machine learning (ML) models are trained. To solve the over-fitting problem caused by the current situation of “few samples and big errors” of the experimental database, feature engineering aiming at dimension reduction is systematically carried out through an iterative process. …”
Get full text

Intelligent routing strategy in the Internet of things based on deep reinforcement learning by Ruijin DING, Feifei GAO, Ling XING

Subjects: “…deep reinforcement learning…”
Get full text

Long Live Technical Translation: Technical Translation in English Language Learning by E. A. Komochkina, T. V. Selezneva

“…Within this context the role of extracurricular autonomous studies has been reconsidered and re-evaluated as far as language learning skills and competences are concerned. Particularly, benefits and drawbacks of individual work with an academic article have been examined as well as the current online availability of material and the extent of teacher’s involvement. …”
Get full text

Cortical Plasticity during Motor Learning and Recovery after Ischemic Stroke by Jonas A. Hosp, Andreas R. Luft

“…We are not sure whether learning and recovery work via same or similar neural mechanisms. …”
Get full text

Differentiation of Early Sacroiliitis Using Machine-Learning- Supported Texture Analysis by Qingqing Zhu, Qi Wang, Xi Hu, Xin Dang, Xiaojing Yu, Liye Chen, Hongjie Hu

Get full text

Learning styles and approaches in Dentistry students and their relationship with academic performance in Pharmacology by Ariana Fernàndez Garcìa, Ileana Quiñones La Rosa, Rosa María Lam Díaz

“…<p><strong>Foundation:</strong> the learning styles and approaches allow us to know how the student faces this process and the way in which they process the information that must be assimilated.…”
Get full text

Privacy-enhanced federated learning scheme based on generative adversarial networks by Feng YU, Qingxin LIN, Hui LIN, Xiaoding WANG

Subjects: “…federated learning…”
Get full text

Machine learning-based prediction of soil organic matter via smartphone by Qingying Gao, Yi Chen, Hui Zhang, Jingjing Chen, Liang Wang

Subjects: Get full text

Efficient Encoding and Decoding of Voxelized Models for Machine Learning-Based Applications by Damjan Strnad, Stefan Kohek, Borut Zalik, Libor Vasa, Andrej Nerat

“…Point clouds have become a popular training data for many practical applications of machine learning in the fields of environmental modeling and precision agriculture. …”
Get full text

Leveraging deep learning for robust EEG analysis in mental health monitoring by Zixiang Liu, Juan Zhao

“…Conventional methods for EEG-based mental health evaluation often depend on manually crafted features or basic machine learning approaches, like support vector classifiers or superficial neural networks. …”
Get full text

EXPERIENCE OF PROJECT-BASED LEARNING: AN ATTEMPT AT OBJECTIVE ANALYSIS OF RESULTS AND PROBLEMS by D. A. Trishchenko

Subjects: “…project-based learning…”
Get full text