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Extract optimization of Ulva lactuca L. and biological activities of optimized extracts
Published 2025-03-01“…The antioxidant activities of the optimized extracts were evaluated by Rel Assay kits, DPPH and FRAP methods. …”
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1242
Optimization and Validation of a QuEChERS-Based Method Combined with Gas Chromatography–Tandem Mass Spectrometry for Analyzing Pesticide Residues in Edible Insect Samples
Published 2025-05-01“…The method was optimized by evaluating various extraction parameters and showed strong linearity for all 47 target pesticides, with correlation coefficients (R<sup>2</sup>) ranging from 0.9940 to 0.9999. …”
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1243
FEM and Circuit Simulation-Optimized WPT With Magnetic In-Band Communication for E-Bike Applications
Published 2025-01-01“…The transmitter (Tx) and receiver (Rx) coils for e-bike IPT applications are optimized using finite element method (FEM) and circuit simulations to ensure efficient power transfer operation under rated charging conditions. …”
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1244
Analysis and optimization of energy harvesting characteristics of converter valve magnetic field self-powered harvester
Published 2025-01-01“…In this paper, an accurate output power characteristic model based on magnetic field induction energy harvesting is proposed, utilizing a superimposed magnetic flux calculation method. The impact of key core parameters on energy harvesting power is explored step by step, and an optimization method is proposed. …”
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1245
Explainable artificial intelligence with fusion-based transfer learning on adverse weather conditions detection using complex data for autonomous vehicles
Published 2024-12-01“…This study presents the explainable artificial intelligence with fusion-based transfer learning on adverse weather conditions detection for autonomous vehicles (XAIFTL-AWCDAV) method. …”
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1246
APPLYING TRANSFORMER ARCHITECTURE TO ENHANCE ATTACK DETECTION PERFORMANCE IN INTRUSION DETECTION SYSTEMS
Published 2025-06-01“…Future research directions include enhancing the model’s interpretability, optimizing its deployment in resource-constrained environments, and extending its capability to detect zero-day attacks.…”
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1247
A 3-D Defect Profile Inversion Method Based on the Continuity Correction Strategy
Published 2025-05-01“…Inversion is a key step in MFL detection, and iterative inversion based on an optimization algorithm is an effective method for constructing the 3-D profile of defects in pipelines. …”
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1248
Detection of false data injection in electric energy metering platforms using gradient lifting decision trees and MLP neural networks
Published 2024-12-01“…The improved Cauchy mutation grey Wolf optimization algorithm is used to optimize the model training to improve the detection accuracy. …”
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1249
A Novel Method for Estimating Parameters of Magnetic Dipole Sources Under Low Signal-to-Noise Ratio Conditions Based on LM-OBF Algorithm
Published 2025-06-01“…The experimental section tests this method using synthetic and field data, comparing it to traditional detection methods. …”
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1250
Study on Energy Efficiency and Maintenance Optimization of Run-Out Table in Hot Rolling Mills Using Long Short-Term Memory-Autoencoders
Published 2025-04-01“…Considering the operational data characteristics of the ROT equipment, an autoencoder (AE), capable of detecting anomalies using only normal data, was selected as the base model. …”
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BCDCNN: breast cancer deep convolutional neural network for breast cancer detection using MRI images
Published 2025-08-01“…It is a recent nature-inspired metaheuristic that converges to an optimal solution in fewer iterations compared to conventional methods. …”
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1254
An intelligent framework for skin cancer detection and classification using fusion of Squeeze-Excitation-DenseNet with Metaheuristic-driven ensemble deep learning models
Published 2025-03-01“…This manuscript designs and develops a Detection of Skin Cancer Using an Ensemble Deep Learning Model and Gray Wolf Optimization (DSC-EDLMGWO) method. …”
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1255
Deep Learning Model Compression and Hardware Acceleration for High-Performance Foreign Material Detection on Poultry Meat Using NIR Hyperspectral Imaging
Published 2025-02-01“…In this study, we address these challenges by optimizing DL inference for HSI-based foreign material detection through a combination of post-training quantization and hardware acceleration techniques. …”
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1256
Study on Hematological and Biochemical Index of Blood and Vitreous Humor in the Celestial-Eye Goldfish
Published 2025-01-01“…In this study, we conducted an exploration of blood collection, hematological and biochemical comparative analysis of the unique vitreous humor and blood of the celestial-eye goldfish (CE) (<i>Carassius auratus</i>), and obtained hematological and biochemical indicators for healthy celestial goldfish blood. After exploring the optimal method for collecting blood and ocular fluid, blood and vitreous humor samples were drawn from healthy CE, and an automatic hematology analyzer was used to measure 17 physiological indicators in the blood and vitreous humor. …”
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1257
A New Breast Cancer Discovery Strategy: A Combined Outlier Rejection Technique and an Ensemble Classification Method
Published 2024-11-01“…CORT is divided into two primary phases: (i) the Quick Rejection Phase (QRP), which is a quick phase utilizing a statistical method, and (ii) the Accurate Rejection Phase (ARP), which is a precise phase using an optimization method. …”
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1258
Evaluation of Soil Samples Preparation Techniques for Detecting Selenium by Using Atomic Fluorescence Spectroscopy-Based Detection
Published 2025-01-01“…Selenium (Se) can cause poisoning in the human body, including dry, brittle, and easy-to-fall-off hair, white spots and longitudinal lines of nails, skin damage, nervous system abnormalities, and even death. In order to optimize the experimental process for the sensitive detection of Se in samples by atomic fluorescence spectrometry (AFS), an excellent experimental technique was selected to provide a reference for Se detection. …”
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1259
An improved underivatized, cost-effective, validated method for six short-chain fatty organic acids by high-performance liquid chromatography
Published 2025-05-01“…Validation and quantification were tested using fermentation broth samples. This optimized method is characterized by lower detection limits and a 50 % shorter analysis time and is applicable to aqueous samples with complex matrices.…”
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1260