Random forest for big data classification in the internet of things using optimal features

SK Lakshmanaprabu, K Shankar, M Ilayaraja… - International journal of …, 2019 - Springer
The internet of things (IoT) is an internet among things through advanced communication
without human's operation. The effective use of data classification in IoT to find new and …

Effective features to classify big data using social internet of things

SK Lakshmanaprabu, K Shankar, A Khanna… - IEEE …, 2018 - ieeexplore.ieee.org
Social Internet of Things (SIoT) supports many novel applications and networking services
for the IoT in a more powerful and productive way. In this paper, we have introduced a …

Machine learning for IoT healthcare applications: a review

CM Mohammed, S Askar - International Journal of Science and …, 2021 - ideas.repec.org
Internet of Things and Machine Learning (ML) have wide applicability in many aspects of
life, health care is one of them. With the rapid development and improvement of the internet …

Big data based hybrid machine learning model for improving performance of medical Internet of Things data in healthcare systems

M Rashid, H Singh, V Goyal, SA Parah… - Healthcare Paradigms in …, 2021 - Elsevier
A lot of data is getting generated and captured in Internet of Things (IoT) based devices
related to healthcare systems. This data is real time and unstructured in nature. However …

Remote patient monitoring and classifying using the internet of things platform combined with cloud computing

S Iranpak, A Shahbahrami, H Shakeri - Journal of Big Data, 2021 - Springer
Many researchers have recently considered patients' health and provided an optimal and
appropriate solution. With the advent of technologies such as cloud computing, Internet of …

[PDF][PDF] Machine learning approach on healthcare big data: a review

M Supriya, AJ Deepa - Big Data and Information Analytics, 2020 - aimspress.com
In the past few years, big data has flattering more dominant in healthcare, due to three major
reasons, such as the huge amount of data available, expanding healthcare costs, and a …

Enhancing the performance of healthcare service in IoT and cloud using optimized techniques

P Kumar, K Silambarasan - IETE Journal of Research, 2022 - Taylor & Francis
Big data research for health service applications, from the approval of the cloud computing
and the Internet of Things (IoT) model of healthcare brought drastic changes in the medical …

Online clinical decision support system using optimal deep neural networks

SK Lakshmanaprabu, SN Mohanty… - Applied Soft …, 2019 - Elsevier
Abstract The Internet of Health things (IoHT) has numerous applications in healthcare by
integrating health monitoring things like sensors and medical devices for remotely observe …

[PDF][PDF] Internet of things and big data analytics for health care with cloud computing

S Smys, JS Raj - Journal of Information Technology, 2019 - scholar.archive.org
Nowadays the devices embedded with the internet connectivity termed as internet of things
are constantly generating a monumental amount of the information. These huge set of data …

Performance analysis of machine learning algorithms for big data classification: Ml and ai-based algorithms for big data analysis

SK Punia, M Kumar, T Stephan… - International Journal of …, 2021 - igi-global.com
In broad, three machine learning classification algorithms are used to discover correlations,
hidden patterns, and other useful information from different data sets known as big data …