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Research on a Novel Unsupervised-Learning-Based Pipeline Leak Detection Method Based on Temporal Kolmogorov–Arnold Network with Autoencoder Integration
Published 2025-01-01“…In this study, we propose a novel leak detector, which includes a new model and a sequence labeling method that integrates prior knowledge with traditional reconstruction error theory. …”
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Novel Speech-Based Emotion Climate Recognition in Peers’ Conversations Incorporating Affect Dynamics and Temporal Convolutional Neural Networks
Published 2025-01-01“…Recognition of EC could provide an additional source in understating peers’ social interaction and behavior on top of peers’ actual conversational content.We propose a novel approach for speech-based EC recognition, termed AffECt, which combines peers’ complex affect dynamics (AD) with deep features extracted from speech signals using Temporal Convolutional Neural Networks (TCNNs). …”
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A Novel Method for Adaptive Multiresonance Bands Detection Based on VMD and Using MTEO to Enhance Rolling Element Bearing Fault Diagnosis
Published 2016-01-01“…As a consequence, the novel method for enhancing rolling element bearing fault diagnosis is proposed. …”
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Enhancing the Performance of Novel Archimedes Spiral Hydrokinetic Turbines Utilizing Blade Winglets in Deep-Sea Power Generation for Autonomous Underwater Vehicles
Published 2025-01-01“…The Archimedes spiral hydrokinetic turbine (ASHT), as a novel type of horizontal-axis hydrokinetic turbine, has emerged as a promising solution for the harnessing of localized energy in the deep sea to power AUVs. …”
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Rearing in a Physically Enriched Environment Affects Shoaling and Stress Responses of Zebrafish (<i>Danio rerio</i>) Exposed to Novel Conditions
Published 2025-01-01“…The impact of enrichment on stress reduction in zebrafish (<i>Danio rerio</i>) exposed to a novel environment was assessed. Four control shoals (CTRL) and five treated shoals (TRT), each with eight fish, were observed; in TRT tanks, a PVC pipe was included (three-way tube, 11.7 × 4 cm) as enrichment for 90 days. …”
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A Novel Rat Infant Model of Medial Temporal Lobe Epilepsy Reveals New Insight into the Molecular Biology and Epileptogenesis in the Developing Brain
Published 2024-01-01“…Although several adult rat models of medial temporal lobe epilepsy (mTLE) have been described in detail, our knowledge of mTLE epileptogenesis in infant rats is limited. Here, we present a novel infant rat model of mTLE (InfRPil-mTLE) based on a repetitive, triphasic injection regimen consisting of low-dose pilocarpine administrations (180 mg/kg. i.p.) on days 9, 11, and 15 post partum (pp). …”
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