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HEMS-IoT: A Big Data and Machine Learning-Based Smart Home System for Energy Saving
(2020-02-27)
Energy efficiency has aroused great interest in research worldwide, because energy consumptionhasincreasedinrecentyears,especiallyintheresidentialsector. Theadvancesinenergy conversion, along with new forms of communication, ...
PISIoT: A Machine Learning and IoT-Based Smart Health Platform for Overweight and Obesity Control
(MDPI Publishing, 2019-07-28)
Overweight and obesity are affecting productivity and quality of life worldwide. The Internet of Things (IoT) makes it possible to interconnect, detect, identify, and process data between objects or services to fulfill a ...
A Counter Medication Classifier Using Machine Learning and Computer Vision Techniques
(Instituto Politécnico Nacional, 2017-06-26)
Self-medication and self-prescription are common practices that can be observed in many countries around the world, from the most advanced in terms of medical services in Europe to the less ones as in South America or ...
Discovery of Resident Behavior Patterns Using Machine Learning Techniques and IoT Paradigm
(MDPI Publishing, 2021-01-22)
: In recent years, technological paradigms such as Internet of Things (IoT) and machine learning have become very important due to the benefit that their application represents in various areas of knowledge. It is interesting ...
Early Identification of Risk Factors in Non-Alcoholic Fatty Liver Disease (NAFLD) Using Machine Learning
(MDPI, 2023-07-07)
Liver diseases are a widespread and severe health concern, affecting millions worldwide. Non-alcoholic fatty liver disease (NAFLD) alone affects one-third of the global population, with some Latin American countries seeing ...
Determination of Soil Agricultural Aptitude for Sugar Cane Production in Vertisols with Machine Learning
(MDPI PROCESSES, 2023-06-30)
Sugarcane is one of the main agro-industrial products consumed worldwide, and, therefore, the use of suitable soils is a key factor to maximize its production. As a result, the need to evaluate soil matrices, including ...