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12841
Efficient and accurate determination of the degree of substitution of cellulose acetate using ATR-FTIR spectroscopy and machine learning
Published 2025-01-01“…Abstract Multiple linear regression models were trained to predict the degree of substitution (DS) of cellulose acetate based on raw infrared (IR) spectroscopic data. …”
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12842
Defining disease heterogeneity to guide the empirical treatment of febrile illness in resource poor settings.
Published 2012-01-01“…<h4>Findings</h4>The model predicted a negative correlation between number of appropriate treatments and the level of spatial heterogeneity. …”
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12843
Reconstruction of Temperature Distribution by Acoustic Tomography Based on Principal Component Analysis and Deep Neural Network
Published 2023-06-01“…The results show that the reconstruction quality of DNN algorithm is better than that of Tikhonov regularization algorithm and conjugate gradient algorithm. …”
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12844
Exploring the typhoon intensity forecasting through integrating AI weather forecasting with regional numerical weather model
Published 2025-02-01“…Abstract Recent advancements in artificial intelligence (AI) have notably enhanced global weather forecasting, yet accurately predicting typhoon intensity remains challenging. This is largely due to constraints inherent in regression algorithm properties including deep neural networks and inability of coarse resolution to capture the finer-scale weather processes. …”
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12845
Re-identification assistance and multi-stage association for pedestrian multi-object tracking
Published 2025-07-01“…Then, based on the Intersection over Union (IoU) between the predicted bounding box and the detection bounding box, the Hungarian algorithm is used to match the targets between frames. …”
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12846
State of Charge Estimation on Lithium-Ion Batteries Using Particle Swarm Optimization Method
Published 2025-04-01“…The high accuracy of 87.972% of PSO also shows that this method is reliable for applications that require precise SoC predictions. It is hoped that the results of this research can become a basis for further research in the field of battery management and metaheuristic algorithm optimization. …”
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12847
Collaborative Forecasting of Multiple Energy Loads in Integrated Energy Systems Based on Feature Extraction and Deep Learning
Published 2025-02-01“…However, directly applying single models to predict coupled cooling, heating, and electric loads under complex influencing factors often yields unsatisfactory results. …”
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12848
Arctic Heatwaves Could Significantly Influence the Isoprene Emissions From Shrubs
Published 2024-01-01“…With a modified algorithm from this study, MEGAN predicts 66% higher isoprene emissions for Arctic willows during an Arctic heatwave. …”
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12849
Measurement of the double-differential inclusive jet cross section in proton-proton collisions at s $$ \sqrt{s} $$ = 5.02 TeV
Published 2025-01-01“…The results are compared to predictions of perturbative quantum chromodynamics, calculated at both next-to-leading order and next-to-next-to-leading order. …”
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12850
Investigation of Vessel Manoeuvring Abilities in Shallow Depths by Applying Neural Networks
Published 2024-09-01“…The outcomes achieved with the proposed system have shown excellent accuracy and ability in predicting ship manoeuvring with varying depths of shallow water.…”
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12851
Systematic, computational discovery of multicomponent and one-pot reactions
Published 2024-11-01“…Moreover, when supplemented by models to approximate kinetic rates, the algorithm can predict reaction yields and identify reactions that have potential for organocatalysis. …”
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12852
An artificial market model for the forex market
Published 2025-03-01“…Furthermore, it endeavors to validate the model by replicating stylized facts, such as fat tails, which exhibit a higher degree of kurtosis in the return distribution than that predicted by normal distribution models. The validated artificial market model will be used to simulate market dynamics and algorithm strategies; its generated rates could also be applied to pricing and risk management for currency options and other foreign exchange derivatives. …”
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12853
Application of Composite Method for Determining Fault Location on Electrical Power Distribution Lines
Published 2020-01-01“…The study, therefore, is on how a composite fault location technique can be applied to predict the location of faults on the distribution lines. …”
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12854
Detection of Multiple Small Biased GPS Spoofing Attacks on Autonomous Vehicles Using Time Series Analysis
Published 2025-01-01“…This detection is facilitated through time series analysis at 25 and 50 s intervals to build a profile of data errors and distribution to predict the probability of such attacks. To evaluate the algorithm's effectiveness, five different test datasets depicting four types of spoofing scenarios—turn-by-turn, overshoot, stop, and multiple small biased attacks—were created using data from the publicly accessible Honda Research Institute Driving Dataset (HDD). …”
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12855
Unsplit Youngs Method for Tracking the Moving Interface of Expansible Grout
Published 2020-01-01“…The numerical method based on the unsplit algorithm was validated by examples of predicting the propagation of expansible grout in a fracture. …”
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12856
Two-Step Screening for Depression and Anxiety in Patients with Cancer: A Retrospective Validation Study Using Real-World Data
Published 2024-10-01“…We evaluated the performance of a two-step screening approach, which modeled the ESAS-D, followed by the PHQ-9 and ESAS-A, then the GAD-7 for predicting a diagnosis of depression and anxiety disorders, respectively. …”
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12857
A Stochastic Approach to Energy Cost Minimization in Smart-Grid-Enabled Data Center Network
Published 2019-01-01“…We propose a Lyapunov drift-plus-penalty- (LDPP-) based algorithm to optimize the average power cost for a data center network. …”
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12858
Estimation of State of Charge for Lithium-Ion Battery Based on Finite Difference Extended Kalman Filter
Published 2014-01-01“…The results show that the model can essentially predict the dynamic voltage behavior of the lithium-ion battery, and the FDEKF algorithm can maintain good accuracy in the estimation process and has strong robustness against modeling error.…”
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12859
Used economy market insight: Sailboat industry pricing mechanism and regional effects.
Published 2025-01-01“…Therefore, this article uses the random forest model and XGBoost algorithm to identify core price indicators, and uses an innovative rolling NAR dynamic neural network model to simulate and predict second-hand sailboat price data. …”
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12860
A Classification Method Related to Respiratory Disorder Events Based on Acoustical Analysis of Snoring
Published 2020-02-01“…A classification method is presented based on respiratory disorder events to predict the apnea-hypopnea index (AHI) of OSAHS patients. …”
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