Results 1 to 10 of about 6,217 (107)
Intelligent Fault Diagnosis of Machinery Using BPSO-Optimized Ensemble Filters and an Improved Sparse Representation Classifier [PDF]
SensorsIn this paper, we propose an ensemble approach for the intelligent fault diagnosis of machinery, which consists of six feature selection methods and classifiers. In the proposed approach, six filters, based on distinct metrics, are utilized.
Yuyao Tang +5 more
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Machine Learning-Based Algorithm for Tacrolimus Dose Optimization in Hospitalized Kidney Transplant Patients [PDF]
DiagnosticsBackground: Tacrolimus is a cornerstone immunosuppressant in kidney transplantation, but its narrow therapeutic index and marked inter-patient variability complicate dose optimization.
Dong Jin Park +5 more
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Algorithms, 2023 This paper introduces an innovative consensus algorithm for managing Unmanned Aircraft System Traffic (UTM) through blockchain technology, a highly secure consensus protocol, to allocate airspace. A smart contract was developed on the Ethereum blockchain
Seyed Mohammad Hashemi +2 more
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Software Operation Anomalies Diagnosis Method Based on a Multiple Time Windows Mixed Model
Applied Sciences, 2023 The detection of anomalies in software systems has become increasingly crucial in recent years due to their impact on overall software quality. However, existing integrated anomaly detectors usually combine the results of multiple detectors in a ...
Tao Shi, Zhuoliang Zou, Jun Ai
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Study on the Technology Trend Screening Framework Using Unsupervised Learning
Applied Sciences, 2022 Outliers that deviate from a normal distribution are typically removed during the analysis process. However, the patterns of outliers are recognized as important information in the outlier detection method.
Junseok Lee, Sangsung Park, Juhyun Lee
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Regional autonomous security cooperative spectrum sensing method based on trust value
IET Communications, 2023 In order to solve the problems of spectrum resource shortage, low spectrum utilization and shadow effect, a regional autonomous security cooperative spectrum sensing (CSS) method based on trust value is proposed to address the vulnerability of CSS ...
Chengxiao Chen +3 more
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Open-Space Vehicle Positioning Algorithm Based on Detection and Tracking in Video Sequences
Sensors, 2022 In on-street parking lots, it is very important to obtain the positions and license plate numbers of the vehicles for charging and management. Existing algorithms usually detect vehicles from an input image first, then localize their license plates, and ...
Zhaoyu Zheng, Kai Zhang
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Priorities for Research on Sustainable Agriculture: The Case of Poland
Energies, 2021 The need for sustainable agricultural sector is growing rapidly due to climate changes. As there are still knowledge gaps and the need for innovations that support farmers in the sustainability transition, there is a need for determining priority ...
Barbara Wieliczko, Zbigniew Floriańczyk
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Voting-based consensus clustering for combining multiple clusterings of chemical structures
Journal of Cheminformatics, 2012 Background Although many consensus clustering methods have been successfully used for combining multiple classifiers in many areas such as machine learning, applied statistics, pattern recognition and bioinformatics, few consensus clustering methods have
Saeed Faisal, Salim Naomie, Abdo Ammar
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Land, 2023 Terraced landscapes are anthropic landscapes that need continuous management. Future planning policies need to develop bottom-up approaches in order to be able to take into consideration the perspectives of decision makers (DMs) and civil society ...
Enrico Pomatto +4 more
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