A brief survey of machine learning methods and their sensor and IoT applications

US Shanthamallu, A Spanias… - … & Applications (IISA), 2017 - ieeexplore.ieee.org
This paper provides a brief survey of the basic concepts and algorithms used for Machine
Learning and its applications. We begin with a broader definition of machine learning and …

Automated cognitive health assessment in smart homes using machine learning

AR Javed, LG Fahad, AA Farhan, S Abbas… - Sustainable Cities and …, 2021 - Elsevier
Abstract The Internet of Things (IoT) provides smart solutions for future urban communities to
address key benefits with the least human intercession. A smart home offers the necessary …

Optimal ensemble scheme for human activity recognition and floor detection based on AutoML and weighted soft voting using smartphone sensors

H Jamil, F Qayyum, N Iqbal, F Jamil… - IEEE Sensors …, 2022 - ieeexplore.ieee.org
In this article, human activity recognition (HAR) attempts to recognize the activities of an
object in a multistory building from data retrieved via smartphone-based sensors (SBSs) …

Machine learning based text neck syndrome detection using Microsoft Kinect sensor

P Tokas - Materials Today: Proceedings, 2023 - Elsevier
Abstract Text Neck Syndrome is repeated stress injury to the neck, or it is a pain
encountered in the neck due to excessive usage of handheld devices for a prolonged …

A new vibration-based hybrid anomaly detection model for preventing high-power generator failures in power plants

I Kirbaş, A Kerem - Energy Sources, Part A: Recovery, Utilization …, 2021 - Taylor & Francis
This paper presents a new vibration-based hybrid anomaly detection model to prevent high-
power generator failures in power plants. This idea was conceived as it causes large …

eHeart-BP: prototipo de Internet de las Cosas para monitorear la presión arterial utilizando algoritmos de Machine Learning

NG Bolívar Pulgarín - repositorio.unal.edu.co
Este trabajo se da en respuesta a las altas tasas de muerte en Colombia y en el mundo por
hipertensión arterial, problemática que se puede abordar mediante la promoción de los …

A Novel Secure Mud-Based Real time Intrusion Detection and Prevention Mechanism for iot Network

N Mazhar - 2023 - search.proquest.com
The Internet of things increases the world's automation pace but simultaneously multiplies
the number of security challenges for the IoT industry. Conventional secure frameworks …

[PDF][PDF] Ceilidh dance recognition from an overhead camera

J Aizeboje - 2016 - homepages.inf.ed.ac.uk
This thesis presents a novel linear-chain CRF model for ordered state transition modelling
aiming to recognise 2 ceilidh dances. The algorithm uses a two stage training process. It …