[HTML][HTML] Improvement of an online education model with the integration of machine learning and data analysis in an LMS

W Villegas-Ch, M Román-Cañizares… - Applied Sciences, 2020 - mdpi.com
The events that took place in the year 2020 have shown us that society is still fragile and that
it is exposed to events that rapidly change the paradigms that govern it. This has been …

Artificial intelligence/machine learning in manufacturing and inspection: A GE perspective

KS Aggour, VK Gupta, D Ruscitto, L Ajdelsztajn… - MRS …, 2019 - cambridge.org
At GE Research, we are combining “physics” with artificial intelligence and machine learning
to advance manufacturing design, processing, and inspection, turning innovative …

A proposal of architecture for integration and uniform use of hybrid SQL/NoSQL database components

S Bjeladinovic, Z Marjanovic, S Babarogic - Journal of Systems and …, 2020 - Elsevier
The popularity of social networks and the expansion of various second-generation Internet
services have contributed to the increase of data, of different structuredness levels, in use …

Investigation on industrial dataspace for advanced machining workshops: enabling machining operations control with domain knowledge and application case studies

P Li, K Cheng, P Jiang… - Journal of Intelligent …, 2022 - Springer
The machining processes on the advanced machining workshop floor are becoming more
sophisticated with the interdependent intrinsic processes, generation of ever-increasing in …

[HTML][HTML] Data analysis as a tool for the application of adaptive learning in a university environment

W Villegas-Ch, M Roman-Cañizares… - Applied Sciences, 2020 - mdpi.com
Currently, data are a very valuable resource for organizations. Through analysis, it is
possible to profile people or obtain knowledge about an event or environment and make …

Federated multimodal big data storage & analytics platform for additive manufacturing

KS Aggour, VS Kumar, P Cuddihy… - … Conference on Big …, 2019 - ieeexplore.ieee.org
Additive technologies are expected to revolutionize manufacturing across almost every
industry, but there is a sizable gap between the current state of the technology and the …

[HTML][HTML] Application of a big data framework for data monitoring on a smart campus

W Villegas-Ch, J Molina-Enriquez, C Chicaiza-Tamayo… - Sustainability, 2019 - mdpi.com
At present, university campuses integrate technologies such as the internet of things, cloud
computing, and big data, among others, which provide support to the campus to improve …

Analysis of educational data in the current state of university learning for the transition to a hybrid education model

W Villegas-Ch, X Palacios-Pacheco… - Applied Sciences, 2021 - mdpi.com
Currently, the 2019 Coronavirus Disease pandemic has caused serious damage to health
throughout the world. Its contagious capacity has forced the governments of the world to …

Proposal of a remote education model with the integration of an ICT architecture to improve learning management

W Villegas-Ch, J García-Ortiz… - PeerJ Computer …, 2021 - peerj.com
University education is at a critical moment due to the pandemic generated by the
Coronavirus Disease 2019. Universities, to guarantee the continuity of education, have …

Social production system: A three-layer smart framework for implementing autonomous human-machine collaborations in a shop floor

H Shi, M Yang, P Jiang - Ieee Access, 2021 - ieeexplore.ieee.org
The continuous fast-changing of production requirements and the development of advanced
information technology have promoted the development of the production system in a more …