Advanced Noise-Resistant Electrocardiography Classification Using Hybrid Wavelet-Median Denoising and a Convolutional Neural Network by Aditya Pal, Hari Mohan Rai, Saurabh Agarwal, Neha Agarwal

“…Thus, despite a certain proximity in the values, the hybrid method is significantly more accurate and reliable, as evidenced by the mean squared error (MSE), mean absolute error (MAE), R-squared, and Pearson correlation coefficient. …”
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Development of Machine Learning Models for Sandface Pressure Prediction in Oil Well by Lorraine P. Oliveira, Raul M. Foronda, Alexandre V. Grillo, Brunno F. dos Santos

“…Feature selection was performed based on data availability, Spearman’s correlation analysis, and Principal Component Analysis (PCA), leading to the exclusion of the "Oil Volume" variable from model training to improve predictive performance. …”
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Adapting and Validating a Moral Identity Scale for Korean Intensive Care Unit Nurses by Junghoon Lee, Yeoungsuk Song

“…A secondary data analysis and a methodological design were employed. …”
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Seismic Performance of Steel Column Base of Disc-spring Self-centering Energy-consuming Damper by SUN Jiateng, LIU Jianming, ZHU Guangzhi

“…Then, based on the different number of shear energy dissipation plates, the pre-pressure value of Disc-spring device and the energy dissipation mild steel material, the influence of the three on the hysteretic performance, energy dissipation capacity and reset ability of the new column foot joint is obtained.Results and DiscussionsThe difference between the finite element simulation results and the existing literature test data is that the yield load error, peak load error and ultimate bearing capacity error of the simulated column foot joints are 6.9%, 8.4% and 12.6% respectively under forward loading. …”
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Gear Whine Optimization Design of Diesel Engine Timing Gear System by Zeng Xiaochun, Zhao Zhisheng, Wang Yi, Wei Tao, Huang Xiupeng, Zheng Guangze

“…Based on the analytical model, the transmission error, contact pattern and vibration response are investigated. …”
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Multidimensional Comprehensive Evaluation Method for Sonar Detection Efficiency Based on Dynamic Spatiotemporal Interactions by Shizhe Wang, Weiyi Chen, Zongji Li, Xu Chen, Yanbing Su

“…Based on the above models, we construct the multidimensional sonar detection efficiency evaluation indicator system by implementing a confidence analysis, effective detection rate calculation, and a data volatility quantification analysis. …”
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Research on Equivalent Circuit Model of Flat Linear Induction Electromagnetic Pump Considering End Effect by BAI Yifan1, YAN Xin2, BI Keming2, YANG Chunwei1, DING Ming1

“…In conclusion, the calculation results indicate that the discrepancies between the equivalent circuit model’s predictions and the experimental data are within an acceptable margin of error. The presented model thus offers a rapid analysis tool and reference for material selection, parameter design, characteristic analysis, and performance optimization of FLIP.…”

DETERMINAN NILAI PERUSAHAAN (STUDI PADA BANK UMUM YANG TERDAFTAR DI BURSA EFEK INDONESIA PERIODE 2015-2019) by Dwi Epty Hidayaty, Wike Pertiwi

“…This study uses panel data regression analysis which is processed using SPSS version 23. …”
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DETERMINAN NILAI PERUSAHAAN (STUDI PADA BANK UMUM YANG TERDAFTAR DI BURSA EFEK INDONESIA PERIODE 2015-2019) by Dwi Epty Hidayaty, Wike Pertiwi

“…This study uses panel data regression analysis which is processed using SPSS version 23. …”
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Resolvent estimates of elliptic differential and finite-element operators in pairs of function spaces by Nikolai Yu. Bakaev

“…In particular, our results are useful for the stability and error analysis of semidiscrete and fully discrete approximations to parabolic partial differential problems with rough and distribution-valued data.…”
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Performance of modified multiple access scheme for DCSK by ZHOU Yi-gang1, SHI Ying1

“…In the modified scheme,to reduce excessive interference,the reference samples occupied the different slots for different users,but the data samples occupied the same slots for all users. …”
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Long-Term Efficacy of CRT, Lucid, Euclid, and IBright Orthokeratology Lenses in Controlling Myopia Progression in Children and Adolescents: A 36-Month Retrospective Cohort Study by Xi W, Li H, Qi W, Tan T, Wang L

“…Clinical data for the four commonly used OK lenses were collected and analyzed using one-way analysis of variance (ANOVA) and Pearson’s chi-squared test.Results: At baseline, no significant differences were observed among the four groups in terms of age, sex, spherical equivalent, corneal curvature, or corneal thickness (all P > 0.05). …”
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Innovative colorimetric thermal study of methylcellulose hydrogel via smartphone imaging by Itai Danieli, Daniel Rittel

“…Histogram analysis reveals a significant increase in RMSE (root mean square error) near gelation related points, offering a new indicator for gelation status. …”
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Magnetic Field Simulation and Torque-Speed Performance of a Single-Phase Squirrel-Cage Induction Motor: An FEM and Experimental Approach by Jhonny Barzola, Jonathan Chandi

“…The estimations using classical and Suhr methods, Simulink simulations, and FEMM yielded low error percentages, mostly below 2%. However, in the FEMM simulation, rotor resistance showed a higher error of around 20% due to unavailable data on the exact number of windings turns, a modifiable parameter that can be corrected through further adjustments in the simulation. …”
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CRISP: correlation-refined image segmentation process by Jennifer K. Briggs, Erli Jin, Matthew J. Merrins, Richard K. P. Benninger

“…This manual cell masking introduces potential user error. To address this error, we developed the Correlation-Refined Image Segmentation Process (CRISP). …”
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Wind Speed Forecasting with Differentially Evolved Minimum-Bandwidth Filters and Gated Recurrent Units by Khathutshelo Steven Sivhugwana, Edmore Ranganai

“…The final predicted values are obtained by reconciling the sub-signal predictions using multiresolution analysis (MRA) to form wavelet-MODWT-GRUs. Using wind data from three Wind Atlas South Africa (WASA) locations, Alexander Bay, Humansdorp, and Jozini, the root mean square error, mean absolute error, coefficient of determination, probability integral transform, pinball loss, and Dawid-Sebastiani showed that the MB-MODWT-GRU at <inline-formula><math xmlns="http://www.w3.org/1998/Math/MathML" display="inline"><semantics><mrow><mi>L</mi><mo>=</mo><mn>3</mn></mrow></semantics></math></inline-formula> was best across the three locations.…”
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Elastic net with Bayesian Density Estimation model for feature selection for photovoltaic energy prediction by Venkatachalam Mohanasundaram, Balamurugan Rangaswamy

“…Considering comprehensive data preliminary processing, FS, and validation, ELNET-BDE outperforms existing methods. …”
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A Precision Monitoring Method and Control Strategy for a Proton Exchange Membrane Fuel Cell in the Power Generation System of the Antarctic Space Physics Observatory by Guangyu Zuo, Yong Ren, Jin Wang, Yinke Dou

“…These data are better than the monitoring error of the electrical parameters in Antarctica which is higher than 5%, fulfilling PEMFCs’ requirement for real-time monitoring of their operational parameters, which is necessary for their reliable operation. …”
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Experimental Characterization of Commercial Scroll Expander for Micro-Scale Solar Organic Rankine Cycle Application: Part 2 by Federico Fagioli, Maria Manieri, Gianmarco Agostini, Michele Salvestroni, Francesco Taddei, Filippo Cottone, Maurizio De Lucia

“…Particular attention is given to the instrumentation and sensors installed on the test bench, the monitoring and data acquisition software, and the error propagation analysis applied to the experimental data. …”
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Multivariate Spatial Autoregressive Model with Latent Variables: Application to Economic Growth Modeling by Anik Anekawati, Purhadi, Mohammad Rofik

“…Research involving causal relationships among latent variables that generally use structural equation modeling (SEM) analysis and spatial data simultaneously has an unavoidable impact on using spatial SEM analysis. …”
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