A survey on data quality dimensions and tools for machine learning

Y Zhou, F Tu, K Sha, J Ding, H Chen - arXiv preprint arXiv:2406.19614, 2024 - arxiv.org
Machine learning (ML) technologies have become substantial in practically all aspects of
our society, and data quality (DQ) is critical for the performance, fairness, robustness, safety …

Systematic Literature Review of Data Quality in Open Government Data: Trend, Methods, and Applications

Z Zainuddin, EAP Akhir - IEEE Access, 2024 - ieeexplore.ieee.org
An open government data (OGD) is an assortment of datasets dumped by government
agencies into a portal with the goal of promoting the legitimacy and openness of government …

A data quality management framework for equipment failure risk estimation: Application to the oil and gas industry

J Kang, Z Al Masry, C Varnier, A Mosallam… - … Applications of Artificial …, 2024 - Elsevier
In engineering asset management, accurate failure risk estimation is essential for averting
equipment breakdowns and optimizing risk-based maintenance strategies. Data quality and …

Optimising air quality prediction in smart cities with hybrid particle swarm optimization‐long‐short term memory‐recurrent neural network model

S Dalal, UK Lilhore, N Faujdar, S Samiya… - IET Smart …, 2024 - Wiley Online Library
In smart cities, air pollution is a critical issue that affects individual health and harms the
environment. The air pollution prediction can supply important information to all relevant …

Towards an IoT-Enabled Digital Earth for SDGs: The Data Quality Challenge

MSB Syed, P Kelly, P Stacey, D Berry - IEEE Access, 2024 - ieeexplore.ieee.org
Digital Earth (DE), a technology offering real-time visualisation of Earth's processes, has
shown promising results in aiding decision-making for a sustainable world, raising …

A Survey on Data Quality Dimensions and Tools for Machine Learning Invited Paper

Y Zhou, F Tu, K Sha, J Ding… - 2024 IEEE International …, 2024 - ieeexplore.ieee.org
Machine learning (ML) technologies have become substantial in practically all aspects of
our society, and data quality (DQ) is critical for the performance, fairness, robustness, safety …

[PDF][PDF] Multidimensional Indicator for Data Quality Assessment in Wireless Sensor Networks: Challenges and Opportunities.

NA Zamri, MI Jaya, SS Yaakob, H Amnur… - … Journal on Advanced …, 2024 - researchgate.net
Wireless Sensor Networks (WSN) are equipped with numerous sensors that generate vast
quantities of data, essential for operational efficiency and informed decision-making …

Identification of Air Pollution Levels Based on Sky Image Using Color Histogram Method

S Enggari, M Tajuddin - 2023 Sixth International Conference …, 2023 - ieeexplore.ieee.org
Air pollution is currently a widespread issue affecting various regions around the world,
including Indonesia. This research aims to assess the extent of air pollution based on sky …

DATA QUALITY IN IOT OPEN DATASETS A METHODOLOGICAL REVIEW

S Isa, NA Emran - Journal of Advanced Computing Technology …, 2024 - jacta.utem.edu.my
The growth of the Internet of Things (IoT) has significantly increased data generated by
connected devices, leading to challenges in data duplication that threaten data quality and …

Air-Sense: Enhancing Crop Yield and Quality through Integrated IoT-based Air Quality Monitoring System

F Munir, A Hakim, S Hashim, S Iqbal - Journal of Computing & Biomedical …, 2024 - jcbi.org
Air quality has a significant effect on crop production and quality. Crops are affected when
they are exposed to certain air pollutants. The effect might range from visible spots on the …