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Tool Wear State Identification Method with Variable Cutting Parameters Based on Multi-Source Unsupervised Domain Adaptation
Published 2025-03-01“…Accurately identifying tool wear states with variable cutting parameters can improve machining quality and efficiency. However, existing wear state recognition methods based on unsupervised domain adaptation mostly employ the knowledge transfer learning strategy in a single source domain. …”
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183
An Improved Software Source Code Vulnerability Detection Method: Combination of Multi-Feature Screening and Integrated Sampling Model
Published 2025-03-01“…To address these issues, this paper introduces a multi-feature screening and integrated sampling model (MFISM) to enhance vulnerability detection efficiency and accuracy. The key innovations include (i) utilizing abstract syntax tree (AST) representation of source code to extract potential vulnerability-related features through multiple feature screening techniques; (ii) conducting analysis of variance (ANOVA) and evaluating feature selection techniques to identify representative and discriminative features; (iii) addressing class imbalance by applying an integrated over-sampling strategy to create synthetic samples from vulnerable code to expand the minority class sample size; (iv) employing outlier detection technology to filter out abnormal synthetic samples, ensuring high-quality synthesized samples. …”
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Fe(II)-loaded goat manure biochar efficiently activated peroxymonosulfate for tetracycline degradation in groundwater
Published 2024-12-01“…Poultry manure is one of the important sources of antibiotic pollution in agricultural soil and groundwater. …”
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186
Energy Audit of a Residential Building to Reduce Energy Cost and Carbon Footprint for Sustainable Development with Renewable Energy Sources
Published 2022-01-01“…This work is proposed to combine the integration of renewable energy sources in a building and the cost-saving due to energy-efficient appliances. …”
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187
The Effect of Phosphorus Fertilizer Sources and Lime on Acidic Soil Properties of Mollic Rhodic Nitisol in Welmera District, Central Ethiopia
Published 2023-01-01“…Using lime with alternative phosphate sources also contributes to more effective nutrient use efficiency and barely yields improvements with a productive acid soil amendment option. …”
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188
Disambiguating Concepts of Fairness in Stormwater Management: A Review of Economic Efficiency and Equity
Published 2024-05-01“…Abstract To confront the converging challenges of failing infrastructure, climate change, degraded water quality, and fewer undeveloped lands, many municipalities are establishing stormwater utilities (SWUs) to allocate a dedicated funding source to stormwater management (SWM) services. …”
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189
A Novel Spectrum Sensing Method for Multiple Unknown Signal Sources Using Frequency Domain Energy Detection and DBSCAN
Published 2025-01-01“…Spectrum sensing is a fundamental aspect of cognitive radio technology, tasked with detecting spectrum holes and unknown signal sources to improve spectrum management and resource utilization. …”
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190
Phytic acid is an available phosphorus source for maize plants in juvenile phase belonging to two populations with different breeding backgrounds
Published 2025-04-01“…Both maize populations were able to grow using phytic acid as the sole P source but organic P utilization was less efficient than Pi; a significant root-released phytase activity, induced by the presence of InsP6, was detected in Po treatment. …”
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191
Large-Scale Monitoring of Potatoes Late Blight Using Multi-Source Time-Series Data and Google Earth Engine
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192
Multi-Scenario Stochastic Optimal Scheduling for Power Systems With Source-Load Matching Based on Pseudo-Inverse Laguerre Polynomials
Published 2023-01-01“…Finally, considering wind-photovoltaic output fluctuations, the degree of source-load matching, wind-photovoltaic utilization, and system economic efficiency factors, with the objective of maximizing the tracking of the load curve and minimizing system economic costs, a stochastic optimized scheduling model for power systems is established. …”
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193
A Proof-of-Concept Open-Source Platform for Neural Signal Modulation and Its Applications in IoT and Cyber-Physical Systems
Published 2024-10-01“…The presented digital platform serves as a valuable educational tool, enabling researchers to engage in hands-on learning and experimentation with IoT technologies and system-level hardware–software integration at the device level. By utilizing open-source tools, this research demonstrates a cost-effective approach, fostering innovation and bridging the gap between theoretical knowledge and practical application. …”
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194
Leukoreduction filter derived NK cells offer a promising source for off the shelf CAR NK cell immunotherapy
Published 2025-04-01“…This study provides the rationale and feasibility of utilizing LRF-NK cells as a safe, high-yield, accessible, and optimal cost-effective source for cancer immunotherapy.…”
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Efficient recovery of phosphorus from phosphogypsum leachate based on struvite precipitation
Published 2024-10-01“…The successful preparation of PSL-S enables the efficient resource utilization of phosphogypsum leachate, greatly reduces the production cost of struvite, and provides technical support for the resource utilization of phosphorus chemical waste.…”
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Implementing heterotrophic attached growth of Auxenochlorella protothecoides using carrot pomace waste for improved microalgal biomass processing efficiency
Published 2025-07-01“…Abstract Microalgae attract considerable interest as a source of lipids, carbohydrates, proteins, and high-value compounds, which may be utilized in many sectors, including biofuels, bioplastics, animal feed, and nutraceuticals. …”
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An open-source interactive AI framework for assisting automatic literature review in forensic medicine: Focus on brain injury mechanisms.
Published 2025-01-01“…<h4>Background and objective</h4>Systematic reviews and meta-analyses are critical in forensic medicine; however, these processes are labor-intensive and time-consuming. ASReview, an open-source machine learning framework, has demonstrated potential to improve the efficiency and transparency of systematic reviews in other disciplines. …”
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Robust Optimal Operation Method for Active Distribution Networks with Multiple Types of Regulation Resources Considering Source and Load Uncertainties
Published 2025-04-01“…Thirdly, the proposed model is linearized and reformulated as a convex optimization problem utilizing second-order cone relaxation techniques, and a relaxed cooperative co-evolution algorithm is im¬plemented to solve it efficiently. …”
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