Machine Learning based OTN Network Performance Degradation Prediction by CHEN Liping, LIAO Liang, ZHANG Peng, ZHU Dehan, PENG Zhichong, ZHOU Hao

“…【Objective】This paper aims to address the challenge of predicting performance degradation (frame transmission errors) in Optical Transport Network (OTN). Frame error performance metrics in OTN rely on the detection of Bit Interleaved Parity (BIP) bytes in OTN frame overhead, which are periodically calculated by network management systems. …”
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Increasing ADC dynamic range in information-measuring systems by methods of digital signal processing by B. V. Chuvykin, M. M. Nikiforov

“…Simulation results are presented. The conclusion is made about the prospects of using the least squares method, since in this case the interpolation error is the smallest in the mean square sense.…”
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Determination of the Spatial Resolution of Radar Images in Remote Sensing of the Earth by S. N. Gusev, S. V. Zhuravlev, A. V. Popov

“…The developed methodology was used to determine the procedure of calculating the error when estimating the resolution capacity in terms of azimuth and range. …”
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Analysis of the Impact of Global Oil Prices On GDP (on the Example of the Azerbaijan Republic) by N. S. Ayyubova

“…The applied method of decomposition of forecast error variances to determine the influence of exogenous variables on the endogenous variable showed that the greatest uncertainty in the forecast for GDP, Azeri_light, Brent and West is given by their own changes during the first trimester of the period under consideration.Conclusion. …”
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Effect of Integrated Postural Training in Individuals with Text Neck Syndrome by Radha Bhende, Sandeep Shinde, Pooja Jain

“…Results: The results of this study showed that there was an extremely significant improvement in neck pain, cervical ROM, forward head posture, and rounded shoulder posture in both the groups with a p-value of <0.0001 except for the CPJE testing, which showed to be significant in the Group B with a p-value <0.0001 as compared to Group A. Conclusion: The study concluded that integrated postural training showed significant improvement and has been beneficial in relieving pain, improving cervical range of motion, posture, and the cervical joint position error in individuals with text neck syndrome.…”
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Relationship between the axial length/corneal radius of curvature ratio and hyperopia reserve in preschool children aged 3 - 6 years by Jiaying Wang, Jing Zhou

“…The mean values for AL, CR, AL/CR1, AL/CR2, AL/CR, and spherical equivalent refractive error (SER) were 22.11 ± 0.88 mm, 7.77 ± 0.26 mm, 2.80 ± 0.09, 2.90 ± 0.09, 2.85 ± 0.09, and + 2.13 ± 1.46 D, respectively. …”
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Software Implementation of the Epps-Pulley Criterion in Matlab Modeling Environment by A. A. Tipikin, A. A. Prusakov, N. A. Timoshenko

“…We carried out a criterion statistical evaluation based on the empirical values of the error of the first kind. We obtained the error values correspondence to the specified significance levels. …”
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Comparative Analysis of Cataract Refractive Outcomes Based on Varied Axial Length and Keratometry Measurements from Diverse Diagnostic Devices by Robert Edward T. Ang, MD, Ivan O’neill C. Tecson, MD, Bennice Leslie Hope F. Robles, MD, Ryan S. Torres, MD, Maria Fe S. Navarette, MD, Emerson M. Cruz, MD, MPH

“…For each group, the absolute error, prediction error, and variances of prediction error were computed. …”
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Optimization of IMU-based bending strain solving algorithm and full-scale experimental validation by Tong SHI, Xiaoben LIU, Lin ZHANG, Jun WANG, Rui LI, Ting Xie, Qingshan FENG, Qiyu HUANG

“…The mean square error, error covariance and error standard deviation of the bending strain data derived from the optimized solving process decreased from 0.007 0, 0.004 9, 0.070 2 to 0.001 2, 0.001 6, 0.012 6 respectively, while the coefficient of determination, indicating correlation, rose from 0.443 to 0.981. …”
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Evaluation and estimation of changes in water quality using zoning map and researchers-developed software (case study: Pir-Bazar river) by Majid Homami, Seyed Ahmad Mirbagheri, Seyed Mehdi Borghei, Madjid Abbaspour

“…Considering the positive and high values of the coefficient of performance for TP and TN between 0.87 and 0.918 (mean 0.894), it can be argued that phosphorus and nitrogen in this water basin are likely to share the same source; meanwhile the coefficient of performance varied between 0.187 and 0.721, showing the best performance for nitrate and phosphate, respectively.  Conclusion: The results predicted by this software show that the mean annual concentration of ammonium, nitrate, nitrite, phosphate, and dissolved salts in this river will increase about 1.2%, 3.2%, 32%, 5%, and 7%, compared to the current situation in 2020. …”
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Accelerated preprocessing in task of searching substrings in a string by A. V. Mazurenko, N. V. Boldyrikhin

“…Two examples illustrating features of the practical application of the developed preprocessing procedure are given.Discussion and Conclusions. The preprocessing procedure proposed in this paper is based on the communication between the suffix array built on the ground of a set of pattern strings and the construction of transition and error functions at the initial stages of the Aho-Corasick algorithm. …”
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Whole genome mutagenicity evaluation using Hawk-Seq™ demonstrates high inter-laboratory reproducibility and concordance with the transgenic rodent gene mutation assay by Shoji Matsumura, Sayaka Hosoi, Takako Hirose, Yuki Otsubo, Kazutoshi Saito, Masaaki Miyazawa, Akihiro Kawade, Atsushi Hakura, Dai Kakiuchi, Shoji Asakura, Naoki Koyama, Yuki Okada, Satsuki Chikura, Takafumi Kimoto, Kenichi Masumura, Takayoshi Suzuki, Kei-ichi Sugiyama

“…Abstract Background Error-corrected next-generation sequencing (ecNGS) enables the sensitive detection of chemically induced mutations. …”
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DYNAMOMETRIC EQUIPMENT FOR MEASURING THE COMPONENTS OF CUTTING STRENGTHS WHEN PROCESSING MATERIALS WITH AXIAL TOOLS by R. V. Guseynov

“…The relative measurement error is calculated.Conclusion. The dynamometric equipment makes it possible to record the periodic and quasiperiodic oscillations of two components of the cutting forces without distortion for various tapping, drilling and countersinking processes, occurring at a frequency of up to 1500 Hz in real time mode, and can be used to optimise the cutting parameters. …”
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A Cross-Sectional Study to Evaluate the Refractive Status and Dry Eye Disease in Cases of Vernal Keratoconjunctivitis by Sanjeev Verma, Urmi Midya, Snehal Kedawat

“…Objective: To evaluate newly diagnosed vernal keratoconjunctivitis patients for their symptomatology, refractive errors and presence of dry eye disease along with its severity. …”
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Proposals for development of a reference method for measuring lateral forces by A. M. Brzhezovskiy

“…Based on a set of known experimental techniques, the author proposed to take statistical estimates of the measurement error established by the current interstate regulations as criteria for the validity of the choice of a refe rence measurement technique. …”
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Evaluation of the Effectiveness of the National Vision Screening Program in School-Age Children by Mehtap Savar Çağlayan, Betül Dertsiz Kozan

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DisCo P-ad: Distance-Correlation-Based <i><b>p</b></i>-Value Adjustment Enhances Multiple Testing Corrections for Metabolomics by Debmalya Nandy, Debashis Ghosh, Katerina Kechris

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Investigation of Spot Size Variations in Multiroom Proton Therapy Systems and Their Clinical Significance: An In silico Study by Umesh Bharat Gayake, Bhushankumar J. Patil, Kantaram Darekar, Sanjay D. Dhole, Lalit Chaudhary, Siddhartha Laskar

“…The five variable spot sizes models were created in the RayStation treatment planning system by simulating the known spot size shift error in the TOPAS for 33 proton energies ranging from 70.18 to 226.2 MeV. …”
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Forecasting Delivery Time of Goods in Supply Chains Using Machine Learning Methods by V. K. Rezvanov, O. M. Romakina, E. V. Zaytseva

“…Low values of the mean square error (0.0367) and mean absolute error (0.0324) were recorded. …”
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Analysis of The Long-Term Links Between the Money Supply and The Consumer Price Index of The Republic of Azerbaijan by U. Y. Karimova, L. A. Rustamova, H. A. Afandiyeva

“…Using the various methods showed that the dynamics of M1 and M2 monetary aggregates determine the growth of the consumer price index in Azerbaijan both in the long-term and in the short-term periods.Conclusion. The analysis allows us correctly approaching the problem of modelling the inflation level and to obtain a statistically acceptable and stable model with good predictive characteristics. …”
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