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Short-Term Power Load Forecasting Using Adaptive Mode Decomposition and Improved Least Squares Support Vector Machine
Published 2025-05-01“…Different frequency features are effectively extracted by using the proposed combination kernel structure, which can achieve the balance of learning capacity and generalization capacity for each unique load component. …”
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Machine Learning Models to Predict Individual Cognitive Load in Collaborative Learning: Combining fNIRS and Eye-Tracking Data
Published 2025-06-01“…A total of 188 valid collaborative events collected from 78 graduate students who engaged in three collaborative ideation tasks were analyzed using various machine learning algorithms applied to classify cognitive load levels. Nine features, derived from both fNIRS and eye-tracking data, were used as input for the models. …”
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The Electricity Load Prediction Model for Residential Buildings: A Critical Review of Output Types, Prediction Methods and Driving Factors
Published 2025-03-01“…The review provided a key perspective for future studies in electricity load prediction by analyzing the regional variations in electricity load characteristics. …”
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Assessing Supraspinatus Tendon Elasticity at Different Locations and Loading Conditions Using Ultrasound Shear-Wave Elastography in Young Healthy Population
Published 2025-04-01“…<b>Objective</b>: This prospective study aims to investigate the feasibility of Shear-Wave Elastography (SWE) for assessing the mechanical properties of the normal supraspinatus tendon and describing the elastographic features of the supraspinatus tendon under different loading conditions and positions. …”
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Mice mucosal leishmaniasis model shown high parasite load, increased cytotoxicity and impaired IL-10+ T cell response
Published 2025-08-01“…Mice infected in the mucosa tissues had higher parasite load and IgG, IgM antibody levels and increased production of cytotoxic mediators such as CD107, granzyme b and perforin, inflammatory cytokines as IFN-γ; and IL-17, but lower frequencies of CD4+ IL-10+ cells compared to ear dermis. …”
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The Effect of Hydraulic Partitioning on Prediction the Rate of Bed Load Transport in Gravel-bed Rivers using Support Vector Machine
Published 2019-03-01“…Furthermore, gravel-bed rivers have features that distinguish them from sand-bed rivers and caused problems and challenges in their analysis. …”
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Impact of Feature-Selection in a Data-Driven Method for Flow Curve Identification of Sheet Metal
Published 2025-03-01“…Subsequently, we conduct finite element simulations on uniaxial tensile tests, using materials characterized by the Swift constitutive equation to build a comprehensive database. Loading force-gripper displacement curves from these simulations are then transformed into input features for model training. …”
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Study on acoustic emission evolution features of gas-bearing coal under different gas pressures
Published 2025-08-01“…The results show that the acoustic emission feature parameters of gas-bearing coal samples show a significant linear decreasing trend with the increase of gas pressure. …”
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Optimizing load scheduling and data distribution in heterogeneous cloud environments using fuzzy-logic based two-level framework.
Published 2024-01-01“…Despite its heterogeneity, the optimality in load scheduling and data distribution is paused due to unattended requests for a prolonged time. …”
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Style length and flower morphology of three eggplant (Solanum melongena L.) cultivars from Iran affected by fruit load
Published 2021-11-01“…A common feature of eggplant is its heterostyly. Long-style flowers bear fruits whereas short style ones fail to do so. …”
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Reliability based assessment of reinforced concrete columns under eccenric loads using refined first-order reliability method
Published 2024-03-01“…The important feature of the proposed approach is precise find of the most probable failure point, which provide a precise estimation of the failure probability of the RC columns under different load eccentricities. …”
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Pitavastatin-loaded procyanidins self-assembled nanoparticles alleviate advanced atherosclerosis via modulating macrophage efferocytosis and cholesterol efflux
Published 2025-06-01“…Advanced atherosclerosis is the major global cause of death, as featured by the aggregation of apoptotic cells (ACs) in necrotic cores. …”
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Cooling Load Forecasting Method for Central Air Conditioning Systems in Manufacturing Plants Based on iTransformer-BiLSTM
Published 2025-05-01“…First, the Pearson correlation coefficient is employed to select time-series variables that have a significant impact on cooling load. Then, iTransformer is utilized for feature extraction to capture nonlinear dependencies among multivariate inputs and global temporal patterns. …”
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Structural Performance of a Hollow-Core Square Concrete Column Longitudinally Reinforced with GFRP Bars under Concentric Load
Published 2024-10-01“…Twelve hollow short columns were meticulously prepared in the laboratory experiments and subjected to pure axial compressive loads until failure. All columns featured a hollow square section with exterior dimensions of (180 × 180) mm and 900 mm height. …”
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Optimizing the core loading pattern and fuel composition in a hexagonal small modular nuclear reactor via ANN-PSO approach
Published 2025-06-01“…The analysis findings revealed significant improvements in safety parameters such as TCs and PPFs for optimal core loading pattern with optimized gadolinia (Gd2O3) Concentration.…”
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