Same data, different results? Machine learning approaches in bioacoustics by Kaja Wierucka, Derek Murphy, Stuart K. Watson, Nikola Falk, Claudia Fichtel, Julian León, Stephan T. Leu, Peter M. Kappeler, Elodie F. Briefer, Marta B. Manser, Nikhil Phaniraj, Marina Scheumann, Judith M. Burkart

“…We investigated the impact of using different feature extraction (spectro‐temporal measurements, linear and Mel‐frequency cepstral coefficients (MFCC), as well as highly comparative time‐series analysis) and classification methods (discriminant function analysis, neural networks, random forests (RF), and support vector machines) on the consistency of caller identity classification accuracy across 16 mammalian datasets. …”
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RESEARCH ON THE FITTING CLEARANCE BETWEEN FLANGE BORE AND SHAFT CONSIDERING MULTI-ERRORS COUPLING by NI WeiHua, JIANG XiaoHui

“…The mating state between a flange bore and a shaft and the position error for a flange shaft in a bore has an important influence on the assembly accuracy of precision products.In view of the fact that three-dimensional cylindricity was usually ignored in existing researches,a contact method was developed,which was based on equal vector judgment criterion and measured profile data of the parts.It can effectively determine the actual fitting clearance between bore and shaft taking threedimensional cylindricity errors into account.The effects of the cylindricity error and the number of lobes on the fitting clearance were analyzed in detail.The results indicate that the cylindricity error has significant influence on the actual fitting clearance.By the principal of error composition and neutralization,the actual fitting clearance between a flange bore and shaft was obtained considering the coupling of dimension errors,three-dimensional cylindricity errors and perpendicular errors.It is effective to preanalyze the position accuracy for a flange shaft in a flange bore.Then it can provide guidance for subsequent assembly processes to increase assembly efficiency and improve assembly accuracy of precision products before they are assembled.…”
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RGB and Point Cloud-Based Intelligent Grading of Pepper Plug Seedlings by Fengwei Yuan, Guoning Ma, Qinghao Zeng, Jinghong Liu, Zhang Xiao, Zhenhong Zou, Xiangjiang Wang

“…Experimental results demonstrate that this automated grading method achieves a success rate of 97%, and compared with manual methods, this method has higher production efficiency. …”
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Machine learning approaches for predicting the structural number of flexible pavements based on subgrade soil properties by Asadullah Ziar

“…Gradient boosting achieved the highest accuracy with a determination coefficient of 0.917. Moisture content was identified as the most significant predictor in most models. …”
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Análisis de dos métodos de entrenamiento para el desarrollo del salto en porristas juveniles elites (Analysis of Two Training Methods for Jump Development in Elite Young Cheerleade... by Claudia Liliana Sánchez Benavides, Fernando Galindo-Perdomo, Armando Monterrosa Quintero

“…The objective of this study was to determine which of the two training methods could be more efficient in developing explosive strength in the lower limbs, evaluated through the components of the Bosco battery in two groups of elite cheerleaders. …”
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Progress in phase field research of dead lithium in lithium batteries by Jing LIU, Huiyi CHEN, Huiyu LIU, Shu LI

“…By optimizing these factors, researchers can better control the deposition morphology of lithium, alleviating or even avoiding the formation of lithium dendrites and dead lithium. The phase field method is used to determine how the formation of dead lithium affects the overall life of the battery. …”
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Screening of Germinated Rice Variety with High γ-aminobutyric Acid Content by WU Qi-fei, ZHANG Zi-yang, MI Xing-qiong, LIU Shu-yi, XU Bin

“…The results showed that significant regional and varietal differences in GABA enrichment efficiency using the heating and humidification method on rice grains. …”
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Comparação entre equações empíricas para estimativa da evapotranspiração de referência na Bacia do Rio Jacupiranga Comparison of empirical equations to estimate reference evapotran... by Alisson C. Borges, Eduardo M. Mendiondo

“…Coefficients of determination, correlation, reliability and experimental errors were used. …”
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Selection of equipment for oil tank repair in northern conditions by V. N. Kuznetsova, I. S. Kuznetsov

“…The design of the device structure and the strength calculation in the Compass 3D program were completed.Сonclusions. The most efficient type of the lift from the existing ones was determined, and its design was modernized. …”
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The usage of TiO2@Fe3O4 nanocomposites synthesized by a novel and facile method as adsorbents in the separation/preconcentration of silver ions from domestic wastewater samples by Hilal Akbiyik, Ayça Girgin, Buse Tuğba Zaman, Arda Atakol, Nevim San, Sezgin Bakirdere

“…In this study, an efficient magnetic-dispersive solid phase extraction (MDSPE) method was developed utilizing TiO2@Fe3O4 nanocomposites (NCs) as adsorbent for the separation and preconcentration of silver ions. …”
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Multi-scale simulation of three-dimensional thin-film lubrication by Zuobing Wu

“…In the application of the multi-scale method to investigate the tribological properties of the multi-layer molecular thin-film lubrication, it is determined that the systematic static friction coefficient monotonously decreases as the molecular layer thickness in the fluid film increases. …”
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Comparative analysis of machine learning models for predicting water quality index in Dhaka’s rivers of Bangladesh by Mosaraf Hosan Nishat, Md. Habibur Rahman Bejoy Khan, Tahmeed Ahmed, Syed Nahin Hossain, Amimul Ahsan, M. M. El-Sergany, Md. Shafiquzzaman, Monzur Alam Imteaz, Mohammad T. Alresheedi

“…The ANN model demonstrated superior predictive capability, achieving a Root Mean Squared Error (RMSE) of 2.34, a Mean Absolute Error (MAE) of 1.24, a Nash–Sutcliffe Efficiency (NSE) of 0.97, and a Coefficient of Determination (R2) of 0.97. …”
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CURRENT APPROACHES TO THE LABORATORY DIAGNOSIS OF RHEUMATIC DISEASES: ROLE OF MOLECULAR AND CELLULAR BIOMARKERS by E. N. Aleksandrova, A. A. Novikov, E. L. Nasonov

“…The prospects for the laboratory diagnosis of RD are associated with the necessity of harmonizing and standardizing the current methods to determine autoantibodies and with the search for and clinical validation of novel proteomic, transcriptomic, and genomic biomarkers.…”
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Novel Burst-Mode Control for Medium-to-Light Load Operation of Dual-Active-Bridge Converters, Achieving Minimum Backflow Power, Zero-Voltage-Switching, and DC Bias Suppression by Chanh-Tin Truong, Byeong-Ryeol Na, Jeong-Soo Park, Sung-Jin Choi

“…A 4 kW DAB converter prototype is built to verify the proposed method and the experiment results show about a 2% increment in efficiency of the proposed method compared to the conventional burst-mode method.…”
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Optimal irrigation and nitrogen fertilization for growth and yield of perennial ryegrass (Lolium perenne) by DUAN Kelong, NIU Zuirong, ZHANG Zhenrong, SONG Shuzhen, LI Miaoqi, GUO Sheng

“…The optimal irrigation and nitrogen fertilization was determined by the entropy-weight TOPSIS model. [Result] Both irrigation and nitrogen significantly influenced ryegrass growth and yield. …”
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QuEChERS-超高效液相色谱-串联质谱法 测定酥油中17种真菌毒素Determination of 17 mycotoxins in ghee by QuEChERS-ultra-high performance liquid chromatography-tandem mass spectrometry... by 严晓贤1,2，吴兴强1，夏寒1,2，仝凯旋1，常巧英1，范春林1，朱浙辉3，陈辉1 YAN Xiaoxian1,2, WU Xingqiang1, XIA Han1,2, TONG Kaixuan1, CHANG Qiaoying1, FAN Chunlin1, ZHU Zhehui3, CHEN Hui1

“…The test sample was then analyzed on an ACQUITY UPLC BEH C18 (100 mm × 2.1 mm, 1.7 μm) column to achieve the separation, and detected in multiple reaction monitoring (MRM) mode and quantified by standard method with matrix matching curve external. The results showed that the 17 mycotoxins demonstrated good linearity in the corresponded mass concentration ranges with the coefficients of determination (R2) greater than 0.999 1. …”
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Megatrends of the future and their impact on management processes: gender characteristics by I. V. Groshev, T. M. Gololobova

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Prospects for the development of the energy complex of the North-East of Russia by N. S. Volotkovskaya, A. S. Semenov, Y. V. Bebikhov, V. A. Shevchuk, O. V. Fedorov

“…For the technical assessment of the state of electric power facilities, analytical and logical- probabilistic methods for determining reliability were applied. …”
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Establishment of a Discrete-Element Model and Verification of a Seeder Bench Experiment for Sesbania Seeds by Shuwei Chen, Yanzhou Li, Bowen Wei, Meiqi Shi, Xufeng Zou, Xin Huang

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Dynamics of correlation relationship changes in new winter wheat varieties (<em>Triticum aestivum</em> L.) under the influence of environmental factors in the Southern Forest-Stepp... by М. М. Гаврилюк, П. Є. Каленич

“…Methods. Weight measuring was used to determine seed yield; the reliability of the experiment results was identified by statistical evaluation, analysis of variance and regression procedure. …”
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