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Building a FAIR data ecosystem for incorporating single-cell transcriptomics data into agricultural genome to phenome research
Published 2024-11-01“…Importantly, rich scRNA-seq metadata can now be brokered through the FAANG data portal using a semi-automated process, thereby avoiding the need for substantial expert curation. …”
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Characteristics of coal powder-gas mixture combustion in rotary kiln
Published 2025-04-01“…Currently, a large amount of high temperature furnace gas is discharged in the smelting process of electric furnace, which causes energy waste and environmental pollution. …”
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From detection to intervention: An end-to-end system for recognizing the “signal for help” gesture in real-time
Published 2025-06-01“…Despite its potential, its effectiveness has been impeded by limited public awareness, the risk of misinterpretation, and the lack of reliable automated detection systems.To address these challenges, this paper introduces a framework consisting of two interconnected components: a real-time detection system of the “Signal for Help” gesture using a machine learning-based recognition system and a custom mobile application that receives notifications from the detection system and alerts security personnel in real-time.During the development process, we faced several challenges, including detecting the gesture in crowded environments and keeping the computational load low to ensure the system could run efficiently on edge devices.We overcame these challenges by designing a system that combines hand tracking and feature extraction, using tools such as MediaPipe and DeepSORT, followed by a final classification step. …”
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27207
Single-Stage Entity–Relation Joint Extraction of Pesticide Registration Information Based on HT-BES Multi-Dimensional Labeling Strategy
Published 2024-12-01“…Through utilizing a parallel scoring function and fine-grained classification components, the joint extraction of entities and relations is transformed into a multi-label sequence labeling task based on relation dimensions. This process does not involve interdependent steps, thus enabling single-stage parallel labeling, preventing exposure bias and reducing computational redundancy. …”
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Tuning the ICON-A 2.6.4 climate model with machine-learning-based emulators and history matching
Published 2025-06-01“…This is traditionally a computationally expensive step as it requires a large number of climate model simulations. …”
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Predicting mechanical properties of elastomer honeycombs using fast image-based measurements
Published 2025-06-01Get full text
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Variational quantum algorithm for enhanced continuous variable optical phase sensing
Published 2025-05-01Get full text
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Study on dye-sensitized solar cell efficiency improvement using methyl orange dye
Published 2025-02-01Get full text
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Multilingual Word Embedding and Linguistic Linked Open Data for Tracing Semantic Change
Published 2024-01-01Get full text
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A Survey of Blockchain Applications for Management in Agriculture and Livestock Internet of Things
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Design and implementation of QoS differential service scheme based on 4/5G converged network
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Feature-adaptive anomaly detection model for onion inspection system
Published 2025-08-01Get full text
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Lunar Power Grid: Network Structure and Spontaneous Synchronization
Published 2025-01-01Get full text
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GMM-searcher: efficient object search in large-scale scenes using large language models
Published 2025-05-01Get full text
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