Sensor data quality: A systematic review

HY Teh, AW Kempa-Liehr, KIK Wang - Journal of Big Data, 2020 - Springer
Sensor data quality plays a vital role in Internet of Things (IoT) applications as they are
rendered useless if the data quality is bad. This systematic review aims to provide an …

Internet of everything (IoE) taxonomies: A survey and a novel knowledge-based taxonomy

VC Farias da Costa, L Oliveira, J de Souza - Sensors, 2021 - mdpi.com
The paradigm of the Internet of everything (IoE) is advancing toward enriching people's lives
by adding value to the Internet of things (IoT), with connections among people, processes …

Lessons learnt from a multimodal learning analytics deployment in-the-wild

R Martinez-Maldonado, V Echeverria… - ACM Transactions on …, 2023 - dl.acm.org
Multimodal Learning Analytics (MMLA) innovations make use of rapidly evolving sensing
and artificial intelligence algorithms to collect rich data about learning activities that unfold in …

A risk-based IoT decision-making framework based on literature review with human activity recognition case studies

T Hussain, C Nugent, A Moore, J Liu, A Beard - Sensors, 2021 - mdpi.com
The Internet of Things (IoT) is a key and growing technology for many critical real-life
applications, where it can be used to improve decision making. The existence of several …

[PDF][PDF] An Insight Survey on Sensor Errors and Fault Detection Techniques in Smart Spaces.

S Sharma, K Gupta, D Gupta, S Rani… - … -Computer Modeling in …, 2024 - cdn.techscience.cn
The widespread adoption of the Internet of Things (IoT) has transformed various sectors
globally, making them more intelligent and connected. However, this advancement comes …

An interactive error-correcting approach for IoT-sourced event logs

M Shirali, Z Ahmadi, C Fernández-Llatas… - ACM Transactions on …, 2024 - dl.acm.org
Although Internet of Things (IoT) systems are widely used in various industries, they are
prone to data collection errors due to device limitations and environmental factors. These …

Semantic web and IoT

A Chatzimichail, E Stathopoulos, D Ntioudis… - Semantic IoT: Theory …, 2021 - Springer
In this chapter, we provide an overview of the current trends in using semantic technologies
in the IoT domain, presenting practical applications and use cases in different domains, such …

Efficient classification of distribution-based data for Internet of Things

J Huang, L Zhu, Q Liang, B Fan, S Li - IEEE Access, 2018 - ieeexplore.ieee.org
As an important tool of data mining, classification is also one of the major components of the
research of Internet of Things (IoT), which has been widely used in many cases, such as …

Semantic stream management framework for data consistency in smart spaces

O Bamgboye, X Liu… - 2019 IEEE 43rd Annual …, 2019 - ieeexplore.ieee.org
Semantic technology can provide a bridge between smart applications and Internet of
Things (IoT) to enable possible integration and interoperability of data produced by …

Efficient noise reduction system in industrial IoT data streams

RF Abdel-Kader, NE El-Sayad, RY Rizk - International Conference on …, 2021 - Springer
Abstract In the Industrial Internet of Things (IIoT) applications, sensor data quality has an
essential role as they become useless if the quality of data is poor. When the data collected …