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Suggested Topics within your search.
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Comparative Analysis of Control Strategies for Microgrid Energy Management with a Focus on Reinforcement Learning
Published 2024-01-01“…Traditional methods, including classical, metaheuristic, model predictive, stochastic, and robust control techniques, have been extensively studied. …”
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15623
The Advanced Actuarial Data Science Based AI-Driven Solutions for Automated Loss Reserving Under IFRS 17 in Non-Life Insurance
Published 2025-05-01“…Among eight evaluated machine learning algorithms, the Random Forest (RANGER) outperformed others for estimating Aggregate Comprehensive Automated Actuarial Loss Reserves (ACAALR). …”
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15624
Integrative multi-omics and machine learning reveal critical functions of proliferating cells in prognosis and personalized treatment of lung adenocarcinoma
Published 2025-07-01“…An integrative machine learning program, comprising 111 algorithms, was developed to construct a Scissor+ proliferating cell risk score (SPRS). …”
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15625
Enhancing Security of Databases through Anomaly Detection in Structured Workloads
Published 2025-02-01“…The present research utilized the Isolation Forest algorithm to detect outliers in high-dimensional data sets. …”
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15626
Two‐stage video anomaly detection based on dual‐stream networks and multi‐instance learning
Published 2024-12-01“…Therefore, it is crucial to develop intelligent algorithms for video anomaly detection. The method can detect whether segments of a video contain abnormal events. …”
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15627
Gradient-based optimization for parameter identification of lithium-ion battery model for electric vehicles
Published 2024-12-01“…The findings were contrasted to those from various algorithms, such as whale optimization algorithm, multi-verse optimizer, sine cosine algorithm, arithmetic optimization algorithm, particle swarm optimization, red kite optimization algorithm, tree-seed algorithm, and white shark optimizer. …”
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15628
Komparasi Algoritma Support Vector Machines dengan Algoritma Artificial Neural Network untuk Memprediksi Nilai Persetujuan Kredit Modal Kerja yang Diberikan Bank Umum
Published 2019-03-01“…In this research will conducted working capital credit value approval prediction will be provided by commercial bank using support vector machine algorithm that is compared with artificial neutral network algorithm. …”
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15629
Mixed Gas Detection and Temperature Compensation Based on Photoacoustic Spectroscopy
Published 2024-01-01“…Experimental results show that, compared to the traditional SVM algorithm, the KNN-SVM algorithm performs better in gas classification prediction, with an accuracy rate of 99.167% and an AUC indicator of 99.375%, enhancing the accuracy of gas detection. …”
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15630
Link and Loss Aware GW-COOP Routing Protocol for FANETs
Published 2021-01-01“…This paper proposes GW-COOP (Gray Wolf Algorithm using Cooperative Diversity Technique) routing protocol for FANETs. …”
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15631
A Novel Toolbox for Generating Realistic Biological Cell Geometries for Electromagnetic Microdosimetry
Published 2020-06-01“…We have designed a free, user-friendly tool in MATLAB that combines several known or new algorithms for easy production of three-dimensional complex cell shapes based on minimum data. …”
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15632
Estimating Self-Confidence in Video-Based Learning Using Eye-Tracking and Deep Neural Networks
Published 2024-01-01“…The outcomes of this research pave the way for more personalized and effective educational interventions, ultimately contributing to improved learning experiences and outcomes.…”
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15633
Quality monitoring of hybrid welding processes: A comprehensive review
Published 2024-12-01“…Furthermore, the review highlights the integration of sensor data with AI/ML algorithms and digital twin technologies, enhancing the capabilities of quality monitoring systems. …”
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15634
Application of a Hybrid Model for Data Analysis in Hydroponic Systems
Published 2025-04-01“…Experimental evaluation demonstrated superior predictive performance by using XGBoost, achieving an accuracy and F1-score of 97.88%, ROC-AUC of 99.99%, and computational efficiency (training completed in 2.3 s), outperforming RandomForest and GradientBoosting algorithms. …”
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15635
A vehicular network–based intelligent transport system for smart cities
Published 2019-11-01“…Our results show reduced travel times of up to 33.3% when compared to a traditional fixed route-selection algorithm.…”
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15636
A Review of Abnormal Crowd Behavior Recognition Technology Based on Computer Vision
Published 2024-10-01“…Its goal is to use computer vision technology and abnormal behavior detection models to accurately perceive, predict, and intervene in potential abnormal behaviors of the crowd and monitor the status of the crowd system in public places in real time, to effectively prevent and deal with public security risks and ensure public life safety and social order. …”
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15637
Distributed hybrid consensus–based square-root cubature quadrature information filter and its application to maneuvering target tracking
Published 2019-12-01“…The simulation results show that the proposed hybrid consensus–based square-root cubature quadrature information filter outperforms the existing algorithms at the expense of a slight increase in computational cost.…”
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15638
Matrix Metalloproteinase-9 is associated with tumor microenvironment remodeling of bladder cancer
Published 2025-01-01“…Matrix Metalloproteinase-9 (MMP9) was identified as a predictive biomarker related to immune microenvironment. …”
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15639
Implications of artificial intelligence in periodontal treatment maintenance: a scoping review
Published 2025-05-01“…Additionally, AI facilitated predictive analytics for disease progression and personalized treatment strategies. …”
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15640
Software Supporting the Visualization of Hazardous Substance Emission Zones During a Fire at an Industrial Enterprise
Published 2025-07-01“…The objective of this study is to develop algorithms for the development of a mathematical model of a hazardous zone during an explosion and fire at an enterprise. …”
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