A systematic mapping study for ensemble classification methods in cardiovascular disease
M Hosni, JM Carrillo de Gea, A Idri, M El Bajta… - Artificial Intelligence …, 2021 - Springer
Ensemble methods overcome the limitations of single machine learning techniques by
combining different techniques, and are employed in the quest to achieve a high level of …
combining different techniques, and are employed in the quest to achieve a high level of …
A systematic review of automated pre-processing, feature extraction and classification of cardiotocography
Objective This study aimed to perform a systematic review to describe the achievements
made by the researchers, summarizing findings that have been found by previous …
made by the researchers, summarizing findings that have been found by previous …
[HTML][HTML] WiFi indoor localization with CSI fingerprinting-based random forest
Y Wang, C Xiu, X Zhang, D Yang - Sensors, 2018 - mdpi.com
WiFi fingerprinting indoor positioning systems have extensive applied prospects. However, a
vast amount of data in a particular environment has to be gathered to establish a …
vast amount of data in a particular environment has to be gathered to establish a …
Detection of SQL injection attacks: a machine learning approach
M Hasan, Z Balbahaith… - … Conference on Electrical …, 2019 - ieeexplore.ieee.org
With the rapid growth in online services, hacking (alternatively attacking) on online database
applications has become a grave concern now. Attacks on online database application are …
applications has become a grave concern now. Attacks on online database application are …
Fetal state assessment based on cardiotocography parameters using PCA and AdaBoost
Y Zhang, Z Zhao - 2017 10th international congress on image …, 2017 - ieeexplore.ieee.org
Cardiotocography (CTG) is the widely used tool for recording fetal heart rate (FHR) signal
and uterine contraction (UC) activity at the same time during pregnancy and delivery. CTG is …
and uterine contraction (UC) activity at the same time during pregnancy and delivery. CTG is …
Machine-Learning-Assisted Aggregation-Induced Emissive Nanosilicon-Based Sensor Array for Point-of-Care Identification of Multiple Foodborne Pathogens
Y Li, Z Cui, Z Wang, L Shi, J Zhuo, S Yan, Y Ji… - Analytical …, 2024 - ACS Publications
How timely identification and determination of pathogen species in pathogen-contaminated
foods are responsible for rapid and accurate treatments for food safety accidents. Herein, we …
foods are responsible for rapid and accurate treatments for food safety accidents. Herein, we …
Assessment of groundwater potential and determination of influencing factors using remote sensing and machine learning algorithms: A study of Nainital district of …
Exponential increase in population, rapid urbanization and industrialization have increased
the demand of water globally. Groundwater is an important resource in hilly and …
the demand of water globally. Groundwater is an important resource in hilly and …
Analyzing uncertainty in cardiotocogram data for the prediction of fetal risks based on machine learning techniques using rough set
The key focus of this venture is to evaluate the calibration of classifiers built on rules, trees,
and functions by exploring the uncertain information that exists in the Cardiotocography …
and functions by exploring the uncertain information that exists in the Cardiotocography …
Fetal health state monitoring using decision tree classifier from cardiotocography measurements
M Ramla, S Sangeetha… - 2018 second international …, 2018 - ieeexplore.ieee.org
Perinatal Mortality is an alarming issue in the world which needs immediate attention for the
sustainable growth of nation. To address this issue, both intrapartum and antepartum fetal …
sustainable growth of nation. To address this issue, both intrapartum and antepartum fetal …
Health monitoring methods in heart diseases based on data mining approach: A directional review
Health monitoring in humans is very important. This monitoring can be done in different
people from embryonic period to adulthood. A healthy fetal will lead to a healthy baby. For …
people from embryonic period to adulthood. A healthy fetal will lead to a healthy baby. For …