Data quality in IoT-based air quality monitoring systems: a systematic mapping study

J Buelvas, D Múnera, DP Tobón V, J Aguirre… - Water, Air, & Soil …, 2023 - Springer
With the development of new technologies, particularly Internet of Things (IoT), there has
been an increase in the deployment of low-cost air quality monitoring systems. Compared to …

Efficient density and cluster based incremental outlier detection in data streams

A Degirmenci, O Karal - Information Sciences, 2022 - Elsevier
In this paper, a novel, parameter-free, incremental local density and cluster-based outlier
factor (iLDCBOF) method is presented that unifies incremental versions of local outlier factor …

Robust incremental outlier detection approach based on a new metric in data streams

A Degirmenci, O Karal - IEEE Access, 2021 - ieeexplore.ieee.org
Detecting outliers in real time from multivariate streaming data is a vital and challenging
research topic in many areas. Recently introduced the incremental Local Outlier Factor …

Towards a deep learning-based outlier detection approach in the context of streaming data

AF Hassan, S Barakat, A Rezk - Journal of Big Data, 2022 - Springer
Uncommon observations that significantly vary from the norm are referred to as outliers.
Outlier detection, which aims to detect unexpected behavior, is a critical topic that has …

Identification and diagnosis of cervical cancer using a hybrid feature selection approach with the bayesian optimization-based optimized catboost classification …

J Dhar, S Roy - Journal of Ambient Intelligence and Humanized …, 2024 - Springer
Cervical cancer is the most prevailing woman illness globally. Since cervical cancer is a very
preventable illness, early diagnosis exhibits the most adaptive plan to lessen its global …

Time-aware outlier detection in health physique monitoring in edge-aided sport education decision-makings

Y Li, L Kang, Z Li, F Jiang, N Bi, T Du… - Journal of Cloud …, 2024 - Springer
The increasing popularity of various intelligent sensor and mobile communication
technologies has enabled quick health physique sensing, monitoring, collection and …

Smart Temperature and Humidity Control in Pig House by Improved Three-Way K-Means

H Li, H Li, B Li, J Shao, Y Song, Z Liu - Agriculture, 2023 - mdpi.com
Efficiently managing temperature and humidity in a pig house is crucial for enhancing
animal welfare. This research endeavors to develop an intelligent temperature and humidity …

Smart sensors and devices in artificial intelligence

D Zhang, B Wei - Sensors, 2020 - mdpi.com
As stated in the Special Issue call,“sensors are eyes or/and ears of an intelligent system,
such as Unmanned Aerial Vehicle (UAV), Automated Guided Vehicle (AGV) and robots. With …

Smart Sensor Control and Monitoring of an Automated Cell Expansion Process

DF Nettleton, N Marí-Buyé, H Marti-Soler, JR Egan… - Sensors, 2023 - mdpi.com
Immune therapy for cancer patients is a new and promising area that in the future may
complement traditional chemotherapy. The cell expansion phase is a critical part of the …

Adaptive Gaussian Kernel-Based Incremental Scheme for Outlier Detection

P Zhang, T Wang, H Cao, S Lu - Electronics, 2023 - mdpi.com
An outlier, known as an error state, can bring valuable cognitive analytic results in many
industrial applications. Aiming at detecting outliers as soon as they appear in data streams …