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Suggested Topics within your search.
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19021
The Adaptive-Clustering and Error-Correction Method for Forecasting Cyanobacteria Blooms in Lakes and Reservoirs
Published 2017-01-01“…In this study, an adaptive-clustering algorithm is introduced to obtain some typical operating intervals. …”
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19022
Design of a Manned-Unmanned Teaming System and Forward-Formation Control for Crevasse Detection in the Path of a Human-Driven Vehicle
Published 2025-01-01“…The stability and performance of the proposed MUM-T system, forward-formation, and motion control algorithm are validated through simulations. Especially, the forward-formation demonstrated more than an 86% improvement in predicting and mimicking the leader’s trajectory compared to conventional formation strategies. …”
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19023
Machine Learning and Deep Learning-Based Atmospheric Duct Interference Detection and Mitigation in TD-LTE Networks
Published 2025-05-01“…Our results show that the Random Forest algorithm achieves the highest prediction accuracy, while a convolutional neural network demonstrates the best mitigation performance with accuracy. …”
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19024
Detection of false data injection in electric energy metering platforms using gradient lifting decision trees and MLP neural networks
Published 2024-12-01“…The predictor was based on a gradient boosting decision tree to predict potential data injection anomalies. The discriminator used a multilayer perceptron (MLP) neural network, combined with difference analysis between the predicted and actual values, to determine false data injection. …”
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19025
Charting γ-secretase substrates by explainable AI
Published 2025-07-01“…Using machine learning, we predict the entire human γ-secretase substrate scope, revealing numerous previously unknown substrates. …”
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19026
Deep learning for automated segmentation of radiation-induced changes in cerebral arteriovenous malformations following radiosurgery
Published 2025-07-01“…The algorithm could be used to predict the course of RICs and facilitate clinical management. …”
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19027
Current Status and Future Potential of Machine Learning in Diagnostic Imaging of Endometriosis : A Literature Review
Published 2025-02-01“…The machine learning algorithm first computes the image characteristics deemed significant for making predictions or diagnoses about unseen images. …”
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19028
Staring Imaging Real-Time Optimal Control Based on Neural Network
Published 2020-01-01“…In this paper, a real-time optimal attitude controller is designed for staring imaging, and the output command is based on future prediction. First, the mathematical model of staring imaging is established. …”
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19029
Are Suggested Hiking Times Accurate? A Validation of Hiking Time Estimations for Preventive Measures in Mountains
Published 2025-01-01“…MOVE demonstrated superior accuracy, offering personalized hiking time predictions based on user-specific data and trail characteristics. …”
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19030
SMART PLATFORM FOR SUPPORT ISSUES AT THE FIRST AND LAST MILE IN THE SUPPLY CHAIN - THE CONCEPT OF THE S-MILE PROJECT
Published 2016-09-01“…In addition to the basic functions of a fleet management tool, the educative approach towards environmentally friendly behaviour will be based on promoting ecological solutions, such as unconventionally powered cars, e.g., electric vehicles (EVs). …”
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19031
Modelling of Gust Factor Based Dynamic Loading of Buildings Using Python Programming
Published 2024-07-01“…Notably, it has also been observed that the wind loads decrease with the height due to reductions in the tributary area and the top mean floor height.…”
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19032
LTL-Specification of Counter Machines
Published 2021-03-01“…It is known that any algorithm (hypothetically) can be implemented in the form of a Minsky three-counter machine.…”
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19033
Autism in the Faroe Islands: Diagnostic Stability from Childhood to Early Adult Life
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19034
Empirical Assessment of AI-Powered Tools for Vocabulary Acquisition in EFL Instruction
Published 2024-01-01“…The findings and conclusions of this study provide valuable insights for EFL educational practice and demonstrate the potential of AI in boosting the effectiveness of language learning, offering empirical support and guidance for future educational decision-making.…”
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19035
Physics-informed modeling and process optimization of friction stir welding of AA7075-T6 with a zinc interlayer
Published 2025-10-01“…The models that are included in the hybrid framework of ANN, SVR, and RFR have all demonstrated noteworthy prediction strengths. The optimum FSW parameters were shown to be: a tool speed of 600 rpm, a pin radius of 5.71 mm, a shoulder radius of 20 mm, and a plunge force of 6369.48 N, with a predicted peak temperature value of 675.71 K. …”
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19036
Multiple Regression-Based Dynamic Amplification Factor Investigation of Monorail Tourism Transit Systems
Published 2025-05-01“…On this basis, the key regression parameters were selected by using the Pearson correlation coefficient method and the random forest algorithm, and the DAFs prediction model was constructed based on the least absolute shrinkage and selection operator (LASSO) regression theory. …”
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19037
Application of Artificial Intelligence in Tinnitus Diagnosis and Treatment: A Pilot Study
Published 2025-01-01“…We describe the curation of the input data, the algorithm (CTGan) used to extend the dataset, and the ML model (Random Forest) to predict each of the suggested treatments. …”
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19038
Grey Wolf Resampling-Based Rao-Blackwellized Particle Filter for Mobile Robot Simultaneous Localization and Mapping
Published 2021-01-01“…In addition, we propose an adaptive local data association (Range-SLAM) scheme to improve the computational efficiency for the algorithm of the nearest neighbor (NN) data association in the iteration of the RBPF prediction. …”
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19039
In Situ Stress Inversion and Distribution Characteristics of Tunnel Based on Numerical Simulation and Neural Network Technology
Published 2021-01-01“…The neural network optimized by genetic algorithm is used to establish the nonlinear relationship between the measured value and the simulated value of the variable boundary condition, and the optimal boundary condition function is obtained. …”
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19040
Channel modeling of molecular communication via free diffusion with multiple receiver
Published 2021-07-01“…A coexistence scenario with a point source, a pair of absorbing and transparent receiver was considered, an interference factor was introduced in the proposed channel model based on the receiving molecular probability in the transparent receiver considering the influences of the absorbing receiver on the transparent one.Furthermore, the channel model of point source and transparent receiver had been proposed by using Levenberg-Marquardt algorithm combined with artificial neural network to study and predict channel model parameters.The simulation results not only verify the effectiveness of the proposed channel model, but also show that the peak time of any point in the environment is directly proportional to the square of the distance from the point source to the receiver, and inversely proportional to the molecular diffusion coefficient, and the peak time is not affected by the absorbing receiver in the environment.…”
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