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Penalty Strategies in Semiparametric Regression Models
Published 2025-05-01“…The simulation results reveal that aLasso and shrinkage estimators, particularly the positive shrinkage estimator, consistently outperform the other methods in terms of Mean Squared Error (MSE) relative efficiencies (RE), especially when the sample size is small and multicollinearity is high. …”
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12045
Anticancer drug synergy prediction based on CatBoost
Published 2025-05-01“…Background The research of cancer treatments has always been a hot topic in the medical field. …”
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12046
The Realization of a Three-Dimensional Temperature Measurement System with a Two-Dimensional Sensor Array and the Demonstration of the Deformation Effect of Gravity on the Heating...
Published 2025-01-01“…The goodness-of-fit statistical values for the derived mathematical formula for the 55 temperature measurements were calculated as the root mean square error of 1.9543 and R-squared of 99.43%, demonstrating the accuracy of the presented model.…”
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12047
Mapping and validation of spatial algorithm for monitoring turbidity of seagrass habitat using sentinel-2B imagery in Ternate Island
Published 2025-07-01“…Both algorithms were validated with field data to determine the level of accuracy using the Normalized Mean Absolute Error (NMAE) and determination coefficient (R2). …”
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12048
Prevalence, Patterns and Predictors of Physical Inactivity in a Rural area of Goa: A Community Based Cross Sectional Study
Published 2025-06-01“…At a proportion of 22%, 95% confidence interval and 5% absolute error the sample size was 300. Systematic random sampling was employed. …”
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12050
Explainable Pre-Trained Language Models for Sentiment Analysis in Low-Resourced Languages
Published 2024-11-01Get full text
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12051
Sensitivity Study on the Influence of Parameterization Schemes in WRF_ARW Model on Short- and Medium-Range Precipitation Forecasts in the Central Andes of Peru
Published 2018-01-01“…A sensitivity study of the performance of the Weather Research and Forecasting regional model (WRF, version 3.7) to the use of different microphysics, cumulus, and boundary layer parameterizations for short- and medium-term precipitation forecast is conducted in the Central Andes of Peru. …”
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12052
Automated Lane-Level Road Geometry Estimation Using Microscopic Trajectory Data
Published 2023-01-01“…Vehicle trajectory data is in high demand for transportation research due to its rich detail. Lane information is an important aspect of trajectory data, which is typically obtained using sensors such as cameras or LiDAR, which are able to extract road lane features. …”
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12053
Deep Mining on the Formation Cycle Features for Concurrent SOH Estimation and RUL Prognostication in Lithium-Ion Batteries
Published 2025-04-01“…Models that integrate all formation-related data yielded the lowest root mean square error (RMSE) of 2.928% for capacity estimation and 16 cycles for RUL prediction, highlighting the significant role of surface-level physical features in improving accuracy. …”
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12054
Impact of High Levelized of Magnetic Field and Nanoparticles on Jeffery–Hamel Flow in Converging and Diverging Channels Based on RBF‐QLM
Published 2025-03-01“…In order to evaluate the convergence analysis of the method, error estimations are made by a residual function denoted. …”
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Artificial intelligence in personalized rehabilitation: current applications and a SWOT analysis
Published 2025-07-01“…Automation of certain tasks can reduce human error and alleviate clinician workload, allowing more time for direct patient care. …”
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12056
The effect of public saving on agricultural and fishing investments for the government and private sectors in Iraq for the period 2005-2021
Published 2024-09-01“…There is also no substantial impact of public saving on private investment in agriculture, forestry, and hunting during the research period, neither in the short term nor in the long term. …”
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12057
Detection of Mucous Retention Cysts Using Deep Learning Methods on Panoramic Radiographs
Published 2024-12-01Get full text
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12058
Enhancing Manatee Aggregation Counting Through Augmentation and Cross-Domain Learning
Published 2024-01-01“…Remarkably, our model achieves a Mean Absolute Error (MAE) of nearly half compared to the rival approach, showcasing the substantial advancements achieved through our refined methodology. …”
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12059
Modelling of Hydroabrasive Erosion in Pelton Turbine Injector
Published 2022-01-01“…With the Oka erosion model employed for numerical modelling, the error in computation is about 31%. The nature of erosion in a partially open injector reveals that erosion in the needle increases with the nozzle’s partial opening. …”
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12060
Evaluation of effectiveness of FTTX-GPON technology-based narrowband direct modulation using shared WDM-SAC-OCDMA system
Published 2025-12-01“…This research presents a secure fiber-to-the-x giga passive optical network (FTTX-GPON) architecture utilizing a narrowband directly modulated vertical-cavity surface-emitting laser (VCSEL). …”
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