William Alberto Cruz Castañeda

William Alberto Cruz Castañeda is an Artificial Intelligence Researcher. Bachelor's degree in Computer Science from Benemérita Universidad Autónoma de Puebla, México. Computer Engineer from the Federal University of Rio Grande do Sul. Master's and PhD in Electrical Engineering with an emphasis on Biomedical Engineering from the Federal University of Santa Catarina. PostDoc in Artificial Intelligence and Biomedical Engineering by the State University of Santa Catarina with a focus on synthetic health data generation. Research topics include ubiquitous computing, the Internet of Things, wearable devices, healthcare 4.0/5.0, machine learning, generative AI, multi-criteria decision-analysis, healthcare technology management, home care, chronic disease management, and digital assistive technologies. It includes the design, development, and implementation of large-scale computational solutions that empower the acquisition, processing, transmission, and management of heterogeneous data.

Publications

Generative AI Methodology for Producing Assisted Art: Representation of the Historical-Cultural Identity of Southern Brazil
Generative AI Methodology for Producing Assisted Art: Representation of the Historical-Cultural Identity of Southern Brazil
William Alberto Cruz Castañeda, Marcellus Amadeus, André Felipe Zanella, Felipe Rodrigues Perche Mahlow. © 2024. 18 pages.
Generative artificial intelligence is an emerging technology that has impacted society recently and with productivity gains in the coming years. This technology learns from...
Clustering Methods and Tools to Handle High-Dimensional Social Media Text Data
Clustering Methods and Tools to Handle High-Dimensional Social Media Text Data
Marcellus Amadeus, William Alberto Cruz Castañeda. © 2023. 39 pages.
Social media data has changed the way big data is used. The amount of data available offers more natural insights that make it possible to find relations and social interactions....
Multi-Criteria Decision-Making Process for Decentralized Healthcare Services Assessment
Multi-Criteria Decision-Making Process for Decentralized Healthcare Services Assessment
William Alberto Cruz Castañeda. © 2020. 26 pages.
Home health service, as decentralization form in many health systems, has an objective to deliver high-quality, long-term care inside the patient's home. However, management...