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   Articles with "quality prediction" as a keyword



Water Quality Prediction in Urban Waterways Based on Wavelet Packet Denoising and LSTM

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recommendations! Published in 2024 at "Water Resources Management"

DOI: 10.1007/s11269-024-03774-3

Abstract: The prediction of water quality in urban rivers plays a crucial role in supporting water environment management. This study collected real-time water quality monitoring data from four stations in the Fenjiang River Basin of Foshan… read more here.

Keywords: water; lstm; prediction; water quality ... See more keywords

Adversarial Transferred Data-Assisted Soft Sensor for Enhanced Multigrade Quality Prediction

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recommendations! Published in 2023 at "ACS Omega"

DOI: 10.1021/acsomega.3c01832

Abstract: Although recent transfer learning soft sensors show promising applications in multigrade chemical processes, good prediction performance mainly relies on available target domain data, which is difficult to achieve for a start-up grade. Additionally, only employing… read more here.

Keywords: adversarial transferred; prediction; soft sensor; quality prediction ... See more keywords

An adaptive adjacency matrix-based graph convolutional recurrent network for air quality prediction

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recommendations! Published in 2024 at "Scientific Reports"

DOI: 10.1038/s41598-024-55060-2

Abstract: In recent years, air pollution has become increasingly serious and poses a great threat to human health. Timely and accurate air quality prediction is crucial for air pollution early warning and control. Although data-driven air… read more here.

Keywords: air; adjacency matrix; quality prediction; air quality ... See more keywords

Implementing heuristic-based multiscale depth-wise separable adaptive temporal convolutional network for ambient air quality prediction using real time data

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recommendations! Published in 2024 at "Scientific Reports"

DOI: 10.1038/s41598-024-68793-x

Abstract: In many emerging nations, rapid industrialization and urbanization have led to heightened levels of air pollution. This sudden rise in air pollution, which affects global sustainability and human health, has become a significant concern for… read more here.

Keywords: air; quality prediction; air quality; ambient air ... See more keywords

Quality Prediction of Continuous Casting Slabs Based on Weighted Extreme Learning Machine

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recommendations! Published in 2022 at "IEEE Access"

DOI: 10.1109/access.2022.3192541

Abstract: A slab quality prediction model based on machine learning plays an important role in improving final slab quality. However, the class imbalance of continuous casting datasets has a negative impact on the training of basic… read more here.

Keywords: quality prediction; quality; machine; slab quality ... See more keywords

Graph Neural Network for Air Quality Prediction: A Case Study in Madrid

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recommendations! Published in 2023 at "IEEE Access"

DOI: 10.1109/access.2023.3234214

Abstract: Air quality monitoring, modelling and forecasting are considered pressing and challenging topics for citizens and decision-makers, including the government. The tools used to achieve the above goals vary depending on the opportunities provided by technological… read more here.

Keywords: network; quality prediction; air; study ... See more keywords

Air Quality Prediction via Embedded ML/DL and Quantized Models

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recommendations! Published in 2025 at "IEEE Access"

DOI: 10.1109/access.2025.3603920

Abstract: In the people’s everyday life, one of the most significant (and unfortunately well-known) environmental problems with substantial impact and effects is air pollution. To this end, extensive research (e.g., conducted by the World Health Organization,… read more here.

Keywords: air; quality prediction; air quality; prediction via ... See more keywords

Hybrid Water Quality Prediction With Multimodal Low-Rank Fusion and Localized Attention

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recommendations! Published in 2025 at "IEEE Internet of Things Journal"

DOI: 10.1109/jiot.2025.3547357

Abstract: Water quality prediction methods forecast the short- or long-term trends of its changes, providing proactive advice for preventing and controlling water pollution. Existing water quality prediction methods typically fail to capture water quality’s nonlinear characteristics… read more here.

Keywords: fusion; water quality; water; quality prediction ... See more keywords

A Federated Framework for Air Quality Prediction With Predefined Graph and Adaptive Graph

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recommendations! Published in 2025 at "IEEE Internet of Things Journal"

DOI: 10.1109/jiot.2025.3563956

Abstract: Air quality prediction utilizes IoT technologies to collect data centrally for model training, which may cause regulatory risks, privacy concerns, and high costs of integrating data. Meanwhile, distributed training through federated learning relies on the… read more here.

Keywords: graph adaptive; air; quality prediction; air quality ... See more keywords

Path Enhanced Bidirectional Graph Attention Network for Quality Prediction in Multistage Manufacturing Process

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recommendations! Published in 2022 at "IEEE Transactions on Industrial Informatics"

DOI: 10.1109/tii.2021.3076803

Abstract: Quality prediction, as the basis of quality control, is dedicated to predicting quality indices of the manufacturing process. In recent years, data-driven deep learning methods have received a lot of attention due to their accuracy,… read more here.

Keywords: quality prediction; quality; manufacturing process; prediction ... See more keywords

Learning Deep Multimanifold Structure Feature Representation for Quality Prediction With an Industrial Application

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recommendations! Published in 2022 at "IEEE Transactions on Industrial Informatics"

DOI: 10.1109/tii.2021.3130411

Abstract: Due to the existence of complex disturbances and frequent switching of operational conditions characteristics in the real industrial processes, the process data under different operational conditions subject to different distributions, which means there exist different… read more here.

Keywords: quality prediction; multimanifold structure; feature; prediction ... See more keywords