-
801
A Novel Double Machine Learning Strategy for Producing High‐Precision Multi‐Source Merging Precipitation Estimates Over the Tibetan Plateau
Published 2024-04-01“…It is found that meteorological information, as an auxiliary variable in DML, plays a crucial role in identifying rainy events and adjusting the bias of precipitation estimates, especially over those ungauged regions. …”
Get full text
Article -
802
Predicting the Energy Consumption in Chillers: A Comparative Study of Supervised Machine Learning Regression Models
Published 2025-07-01“…In particular, accurate regression-based energy forecasting of the energy consumption in various sectors plays a key role in informed decision-making, efficiency improvements, and resource allocation. …”
Get full text
Article -
803
-
804
scAMZI: attention-based deep autoencoder with zero-inflated layer for clustering scRNA-seq data
Published 2025-04-01“…Abstract Background Clustering scRNA-seq data plays a vital role in scRNA-seq data analysis and downstream analyses. …”
Get full text
Article -
805
Hybrid Tunnel Entrance Detection via Multiple Morphological Component-Based Texture Enhancement
Published 2025-01-01“…The utilization of remote sensing imagery for identifying tunnel entrances plays a significant role in monitoring and assessing tunnel conditions and ensuring public safety. …”
Get full text
Article -
806
Advanced Leaf Classification Using Multi-Layer Perceptron for Smart Crop Management
Published 2025-01-01Get full text
Article -
807
Linking Animal Feed Formulation to Milk Quantity, Quality, and Animal Health Through Data-Driven Decision-Making
Published 2025-01-01“…Decision Support Systems play a complementary role by offering real-time decision-making capabilities, enabling farmers to make data-informed adjustments composition based on changing conditions. …”
Get full text
Article -
808
Smart Agile Prioritization and Clustering: An AI-Driven Approach for Requirements Prioritization
Published 2025-01-01Get full text
Article -
809
Comparative Study of Adaptive <i>l</i><sub>1</sub>-Regularization for the Application of Structural Damage Diagnosis Under Seismic Excitation
Published 2025-05-01“…Damage identification plays a crucial role in the post-earthquake assessment and safety control of civil structures, which is usually an ill-posed inverse problem due to the presence of uncertainties and lack of measurement information. …”
Get full text
Article -
810
A Federated Learning-Based Framework for Accurately Identifying Human Activity in the Environment
Published 2025-01-01“…Machine learning (ML) has contributed to recording many human activities and plays a meaningful role in Human Activity Recognition. …”
Get full text
Article -
811
CARE to Compare: A Real-World Benchmark Dataset for Early Fault Detection in Wind Turbine Data
Published 2024-11-01“…Early fault detection plays a crucial role in the field of predictive maintenance for wind turbines, yet the comparison of different algorithms poses a difficult task because domain-specific public datasets are scarce. …”
Get full text
Article -
812
-
813
Oriented ice eddy detection network based on the Sentinel-1 dual-polarization data
Published 2025-01-01Get full text
Article -
814
Research on Credit Risk Prevention in Supply Chain Finance Driven by Blockchain
Published 2025-01-01“…Distributed ledger technology is utilized through blockchain to ensure the transparency and traceability of information, while smart contracts optimize the credit execution and supervision process, playing a key role in preventing and controlling credit risks. …”
Get full text
Article -
815
Quantifying Topographic Ruggedness Using Principal Component Analysis
Published 2021-01-01“…., ruggedness index, which plays a vital role in engineering, hydrological information derivation, and geomorphological processes. …”
Get full text
Article -
816
Encoding and Decoding of Secret Messages Using Matrices.
Published 2023“…It is hoped that this activity of encoding and decoding messages not only offers teachers write great opportunities to either introduce or consolidate certain mathematical concepts and algorithms but also to convince their students that mathematics plays an important role in various walks of life and hence is a useful and meaningful field of study. …”
Get full text
Thesis -
817
In-Memory Versus Disk-Based Computing with Random Forest for Stock Analysis: A Comparative Study
Published 2025-08-01“…The effectiveness of these frameworks plays a crucial role in determining data processing speed, model training efficiency and predictive accuracy. …”
Get full text
Article -
818
Processing streams in a monitoring cloud cluster
Published 2020-01-01“…Hadoop web-programming environment is the technological basis for the development of algorithmic and software solutions for the synthesis of monitoring clusters, including information security and information counteraction systems. …”
Get full text
Article -
819
GDDKIA xml service, road traffic incidents data: availability and quality research
Published 2024-12-01“…In this context, spatial data on traffic incidents plays a key role, enabling drivers to bypass congestion and navigate safely and efficiently through the city. …”
Get full text
Article -
820
MED-AGNeT: An attention-guided network of customized augmentation of samples based on conditional diffusion for textile defect detection
Published 2025-12-01“…Fabric defect detection plays a vital role in ensuring the production quality of the textile manufacturing industry. …”
Get full text
Article