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An effective method for anomaly detection in industrial Internet of Things using XGBoost and LSTM
Published 2024-10-01“…We select the optimal threshold and loss function, which are part of our optimal model, by comparing metrics such as accuracy, precision, recall, False Alarm Rate (FAR), Area Under the Receiver Operating Characteristic Curve (AUC-ROC), and Area Under the Precision–Recall Curve (AUC-PR) values. …”
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Trait-Based Selection of Seeds Ingested and Dispersed by North American Waterfowl
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Analytical method for determining coordinates of the radiation source in a homogeneous medium
Published 2015-12-01“…Sensors (not less than five) detect the passage of the wave front and do not fix the phase of the transmitted wave. …”
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Investigation of Selected Companies' Websites for Online Recruitment and Sustainability Indicators
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Remote sensing reveals the role of forage quality and quantity for summer habitat use in red deer
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Detecting ROM changes using KINOVEA after muscle decontracture technique
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Review: Feed efficiency and metabolic flexibility in livestock
Published 2025-01-01“…The examples presented in this review show that selection for improved feed efficiency does not necessarily narrow the metabolic space and result in trade-offs between productivity and vital functions because of energy−sparing mechanisms.…”
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A Pre-Selection–Enhanced Arbiter PUF for Strengthening PUF-Based Authentication
Published 2025-01-01“…Physical Unclonable Functions (PUFs) have emerged as a compelling solution for hardware-based authentication, yet arbiter PUFs often require additional mechanisms to address reliability challenges and vulnerabilities to attacks. …”
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Whole genome resequencing-based analysis of plateau adaptation in Meiren yak (Bos grunniens)
Published 2024-12-01“…The genes in Meiren yak with positive selection in selection signal analysis were subjected to the Gene ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) functional enrichment analyses, which indicated that the genes were related to the adaptability to high altitude and hypoxic environment. …”
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Extreme functional specialization of fertile leaves in a widespread fern species and its implications on the evolution of reproductive dimorphism
Published 2024-07-01“…Abstract Resource allocation theory posits that organisms distribute limited resources across functions to maximize their overall fitness. …”
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An Improved Diagnosis Approach for Short-Circuit Fault Diagnosis in MPC-Based Current Source Inverter System
Published 2025-01-01“…Due to its excellent dynamic performance, the model predictive current control (MPC) method is widely adopted in power inverter systems, such as current source inverters (CSI). However, short-circuit faults in power switches are common in CSI systems, leading to a periodic output current distortion. …”
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