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Beyond extraction accuracy: addressing the quality of geographical named entity through advanced recognition and correction models using a modified BERT framework
Published 2025-05-01“…Subsequently, a Geographical Named Entity Error Correction Model (GNEECM) was constructed by training GNESM with standard GNE data and incorporating error detection and correction modules, achieving a remarkable accuracy of 96.6% in error detection and correction tasks. …”
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High-Precision and Robust DNN Model for Predicting Quality Factor of WPT-Oriented Slotted Ground Resonators
Published 2025-01-01Get full text
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Comparative Analysis of RF, SVR with Gaussian Kernel and LSTM for Predicting Loan Defaults
Published 2024-11-01“…The models are evaluated using metrics such as Mean Squared Error (MSE), F1 score, and Accuracy, and their proficiency in addressing imbalanced datasets and elucidating intricate data relationships is highlighted. …”
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Enhanced accuracy in state-of-charge estimation for lithium-ion batteries in electric vehicles using augmented adaptive extended Kalman filter
Published 2024-12-01“…The effectiveness of the AAEKF algorithm is shown by simulation results and confirmed by comparison with data from LiFePO4 battery research. The proposed AAEKF SoC estimation matches measurement results with errors of less than 3%. …”
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Theoretical Proposals for Improving the Noise Immunity of Receiving Multi-Position Signals in Channels with Variable Parameters
Published 2023-05-01“…The considered transformed SS model and the resulting analytical relation are described on the basis of communication theory and signal theory in the subject area of noise immunity research methods. This, in turn, enables analysis of the effect of phase distortions in channels with variable parameters on the error probability of receiving QAM signal elements.Results. …”
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Removal of Artifcats in Electrocardiograms using Savitzky-Golay Filter: An Improved Approach
Published 2020-12-01Get full text
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Optimization of Covariance Matrices of Kalman Filter with Unknown Input Using Modified Directional Bat Algorithm
Published 2025-01-01“…The proper selection of the model error covariance matrix and the measurement noise covariance matrix of Kalman filter is an optimization problem. …”
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Spectrum Efficient Resource Allocation of NOMA Downlink System With MMSE Receiver
Published 2023-01-01“…In this paper, we mainly investigate the SE performance of the NOMA downlink system with Minimum Mean Squared Error (MMSE) receiver (MMSE-NOMA) under the imperfect SIC (ipSIC) and CSI (ipCSI) assumption. …”
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Innovative Modeling of IMU Arrays Under the Generic Multi-Sensor Integration Strategy
Published 2024-12-01“…This method characterizes sensor errors (biases/scale factor errors) for each IMU in an IMU array, leveraging the novel Generic Multisensor Integration Strategy (GMIS) and the framework for comprehensive error analysis in Discrete Kalman filtering developed through the authors’ previous research. …”
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CONSEQUENCES FOR HEALTH AFTER THE CHERNOBYL ACCIDENT: MAIN RESULTS AND UNSOLVED PROBLEMS
Published 2015-09-01Get full text
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BDCOA: Wavefront Aberration Compensation Using Improved Swarm Intelligence for FSO Communication
Published 2024-11-01“…Free Space Optical (FSO) communication is extensively utilized in the telecommunication industry for both ground and space wireless links, as well as last-mile applications, as a result of its lesser Bit Error Rate (BER), free spectrum, and easy relocation. …”
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Linear regression reporting practices for health researchers, a cross-sectional meta-research study.
Published 2025-01-01“…Authors do not always provide enough information to evaluate and repeat their methods, making interpreting results difficult. Our research is designed to understand current reporting practices and inform efforts to educate researchers.…”
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Review of construction and reasoning methods for knowledge graphs in coal mining domain
Published 2024-11-01“…This paper reviews the research progress on knowledge graphs, with a focus on their applications in coal mining. …”
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Optimal tuning of PID controller for V/f control of linear induction motor using artificial biological intelligence
Published 2024-12-01“…In order to improve the performance of a Proportional-Integral-Derivative (PID) controller used in the control of Linear Induction Motor (LIM) V/f speed, this research presents a bio-inspired meta-heuristic soft computing approach. …”
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Remittances and the Dutch Disease: an empirical analysis in the context of Ethiopia
Published 2024-12-01“…Using a 30-year time series (1991–2020) and a Vector Error Correction Model, the study finds a robust long-run relationship among remittances, official development assistance, money supply, terms of trade, domestic credit, and real gross domestic product. …”
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