[HTML][HTML] Data mining for wearable sensors in health monitoring systems: a review of recent trends and challenges
The past few years have witnessed an increase in the development of wearable sensors for
health monitoring systems. This increase has been due to several factors such as …
health monitoring systems. This increase has been due to several factors such as …
Sensor fusion and smart sensor in sports and biomedical applications
JJA Mendes Jr, MEM Vieira, MB Pires, SL Stevan Jr - Sensors, 2016 - mdpi.com
The following work presents an overview of smart sensors and sensor fusion targeted at
biomedical applications and sports areas. In this work, the integration of these areas is …
biomedical applications and sports areas. In this work, the integration of these areas is …
An XGBoost-based physical fitness evaluation model using advanced feature selection and Bayesian hyper-parameter optimization for wearable running monitoring
Thanks to the improvement of technologies such as Internet of Things, bio-sensing and data
mining, smart wearable technologies have recently received increasing attention for …
mining, smart wearable technologies have recently received increasing attention for …
SMOTE-XGBoost using Tree Parzen Estimator optimization for copper flotation method classification
H Dong, D He, F Wang - Powder Technology, 2020 - Elsevier
Classification of the flotation method is an important stage in the design of the flotation
process. This study faces the problems of small samples and category imbalance through …
process. This study faces the problems of small samples and category imbalance through …
Computational intelligence identifies alkaline phosphatase (ALP), alpha-fetoprotein (AFP), and hemoglobin levels as most predictive survival factors for hepatocellular …
Liver cancer kills approximately 800 thousand people annually worldwide, and its most
common subtype is hepatocellular carcinoma (HCC), which usually affects people with …
common subtype is hepatocellular carcinoma (HCC), which usually affects people with …
Decision system for copper flotation backbone process
H Dong, F Wang, D He, Y Liu - Engineering Applications of Artificial …, 2023 - Elsevier
This study proposed a decision system that can output the flotation backbone flowchart
using the natural properties of copper ore. The proposed decision system includes three …
using the natural properties of copper ore. The proposed decision system includes three …
Federated learning for data mining in healthcare
S Sharma, A Kesarwani, S Maheshwari… - Federated Learning for IoT …, 2022 - Springer
Vast developments in technology have occurred in both hardware and software, and now
increasing amounts of data related to healthcare is readily available, for example, the data of …
increasing amounts of data related to healthcare is readily available, for example, the data of …
Automatic cardiopulmonary endurance assessment: a machine learning approach based on GA-XGBOOST
J Deng, Y Fu, Q Liu, L Chang, H Li, S Liu - Diagnostics, 2022 - mdpi.com
Objective: Among various assessment paradigms, the cardiopulmonary exercise test (CPET)
provides rich evidence as part of the cardiopulmonary endurance (CPE) assessment …
provides rich evidence as part of the cardiopulmonary endurance (CPE) assessment …
Machine learning approach to flare-up detection and clustering in chronic obstructive pulmonary disease (COPD) patients
R Rueda, E Fabello, T Silva, S Genzor, J Mizera… - … Information Science and …, 2024 - Springer
Purpose Chronic obstructive pulmonary disease (COPD) is a prevalent and preventable
condition that typically worsens over time. Acute exacerbations of COPD significantly impact …
condition that typically worsens over time. Acute exacerbations of COPD significantly impact …
From Numerical Sensor Data to Semantic Representations: A Data-driven Approach for Generating Linguistic Descriptions
H Banaee - 2018 - diva-portal.org
In our daily lives, sensors recordings are becoming more and more ubiquitous. With the
increased availability of data comes the increased need of systems that can represent the …
increased availability of data comes the increased need of systems that can represent the …