The Impact of Training Strategies on Overfitting in Vowel Classification Using PS-HFCC Parametrization for Automatic Speech Recognition by Stanislaw GMYREK, Urszula LIBAL, Robert HOSSA

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弧齿锥齿轮仿真加工方法的综述 by 丁撼, 阿达依·谢尔亚孜旦, 王志刚

“…Simulation processing is a major means of design the model of spiral bevel gear,and also an important part of its digit al manufacture.According to the research achievements of simulation processing for spiral bevel gear in recent years,they are reviewed by diving into two types namely the simulation processing on the base of the special and general machine.Moreover,the key steps and thought in the simulation are summarized,the comparison and analysis of their advantages and characteristics are carried out,in order to provide later researchers with a train of thought about design and manufacturing of spiral bevel gear.…”
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Scattered and Fluorescent Photon Track Reconstruction in a Biological Tissue by Maria N. Kholodtsova, Pavel V. Grachev, Tatiana A. Savelieva, Nina A. Kalyagina, Walter Blondel, Viktor B. Loschenov

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Identifying the Main Drivers of Agricultural Cooperative Businesses in East Azerbaijan Province by AGHIL KHALEGHI

“…The variables "agricultural cooperative businesses as an effective intervention in rural development to reduce rural poverty and improve food security" and "focus on appropriate production inputs to increase agricultural products and reduce production costs and ensure appropriate demand in the final ranking of key factors affecting the system , were identified as the main drivers.Innovation: Innovation, the presentation of key and effective factors has the ability to generalize in the sense that they can describe the cause and effect relationships of change processes that affect agricultural cooperative businesses in this region and are operational and not ideal; Therefore, the mission of this study is to help develop decision-making processes at the regional level.…”
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PROBLEMS AND DIRECTIONS OF THE COMPETITIVENESS OF GRAIN PRODUCERS IMPROVING by В. С. Ніценко, І. А. Дворніков

“…Purpose of the article is an analysis of the current state of grain production and determining the level of competitiveness of agricultural enterprises in the regions and between countries, the main problems hampering the development of grain production and processing of ways to improve the competitiveness of grain. …”
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Innovative approaches to human resource management as a strategy for enhancing enterprise competitiveness by O. M. Krainik, T. I. Sergiienko

“…The research methodology is based on comparative analysis, a systems approach, logical generalization, and case analysis of best practices from leading companies. …”
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Machine Learning-Based Computer Vision for Depth Camera-Based Physiotherapy Movement Assessment: A Systematic Review by Yafeng Zhou, Fadilla ’Atyka Nor Rashid, Marizuana Mat Daud, Mohammad Kamrul Hasan, Wangmei Chen

“…From 371 initially identified publications, 18 met the inclusion criteria for detailed analysis. The analysis revealed three primary implementation scenarios: local (50%), clinical (33.4%), and remote (22.3%). …”
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Investigating the relationship between the monetary policy shock through the exchange rate channel on the management quality index in the banking system: by examining the productiv... by Farhad Sharifi Bagha, Jafar Haqiqat, Zahra Karimi Takanloo

“…In the operational concept, productivity is the ratio between output values ​​and input values ​​used in the production process. In fact, the purpose of productivity is to maximize output and minimize input. …”
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Computing the Commonalities of Clusters in Resource Description Framework: Computational Aspects by Simona Colucci, Francesco Maria Donini, Eugenio Di Sciascio

“…For both datasets, we were able to provide reasonably concise and readable descriptions of clusters with up to 1800 resources. Our analysis shows the viability of our methodology and computation, and paves the way for general cluster explanations to be provided to lay users.…”
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The short peptide encoded by long non-coding RNA RNF217-AS1 inhibits stomach cancer tumorigenesis, macrophage recruitment, and pro-inflammatory responses by Qi Ma, Fei Ma, Bin Zhang, Yonglei Zhang, Liangqun Peng, Xiangnan Li

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Proof of concept - using prospective hybrid MFA-LCA to evaluate the environmental implications of Circular Economy using a case study of wood by Nikolaos Emmanouil, Sarah Cecilie Andersen, Morten Birkved

“…Applying this novel approach, a prospective consequential hybrid MFA-LCA analysis was initiated, to evaluate the mitigation challenges of CE design processes, through different formalized and generally accepted (i.e. consensus) scenarios. …”
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SPECIALIZED MAPPING OF CRUSTAL FAULT ZONES. PART 2: MAIN STAGES AND PROSPECTS by K. Zh. Seminsky

“…There are three stages in the special mapping method (Fig. 3) as follows:Stage I: Preparation and analysis of previously published data on the regional fault structure (Fig. 1, А–Г), establishment of a networks of stations to conduct structural geological monitoring and mass measurements of joints, re­cord of rock data (Fig. 2, А), general state of the fault network (Fig. 1, Д–З), fracture density (Fig. 2, Б) and, if any, structures of the above-jointing level (Fig. 1, Е, З; Fig. 2, А).Stage II is aimed at processing of field data and includes activities in four groups (II.1–II.4) as follows: Group II.1: construction of circle diagrams, specification of characteristics of joint systems and their typical scatters (Fig. 4, А), identification of simple (generally tipple) paragenesises, and determination of dynamic settings of their formation (translocal rank) (Table 1), evaluation of densities and complexity of the joint networks, analysis of their spacial patterns within the site under mapping, and identification of the most intensively destructed zones in the rock massif (Fig. 2, Б–В). …”
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Search for and functional annotation of multi-domain PLA2 family proteins in flatworms by M. E. Bocharnikova, I. I. Turnaev, D. A. Afonnikov

“…In addition, our analysis allowed us to identify taxon-specific processes of duplication and loss of PLA2 genes in parasitic organisms, which may be associated with the processes of their interaction with the host organism.…”
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Integral Methodology in Geospatial Researches by Eugene Nikolaevich Eremchenko, Vladimir Aleksandrovich Kolosov, Vladimir Sergeevich Tikunov

“…It is expedient to use the proposed method in the analysis of biomedical, ecological and social processes, particularly in the early stages of the pandemic COVID-19, the global dynamics of which was first recorded in world history with high accuracy.Conclusions. …”
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ALTERNATIVE MODEL FOR EVALUATING AERODROME CAPACITY BASED ON PRIORITIZED QUEUE SERVICE by A. K. Mitrofanov, M. A. Petrov, L. E. Rudel’son

“…It should provide participants with the joint organization of new software for rapid analysis of computer results. One of the possible directions of such support is discussed in this article.Analysis of the two priority model shows that the efficiency of priority service is reduced in the case of a large spread of values of average request processing time. …”
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Screening for breast cancer: a systematic review update to inform the Canadian Task Force on Preventive Health Care guideline by Alexandria Bennett, Nicole Shaver, Niyati Vyas, Faris Almoli, Robert Pap, Andrea Douglas, Taddele Kibret, Becky Skidmore, Martin Yaffe, Anna Wilkinson, Jean M. Seely, Julian Little, David Moher

“…To expedite the screening process, machine learning was used to prioritize relevant references. …”
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Increasing uptake of self-management education programmes for type 2 diabetes in primary care: the Embedding research programme including an RCT by Melanie J Davies, Shona Agarwal, Danielle H Bodicoat, Alan Brennan, Simon Dixon, Helen Eborall, Agnieszka Glab, Laura J Gray, Michelle Hadjiconstantinou, Lisa Huddlestone, Nicky Hudson, Anju Keetharuth, Kamlesh Khunti, Caroline Kristunas, Graham Martin, Alison Northern, Mike Patterson, Daniel Pollard, Rebecca Pritchard, Sally Schreder, Jane Speight, Bernie Stribling, Jackie Sturt, Jess Turner, Christina Weis

“…Interpretive thematic analysis informed by normalisation process theory (NPT) was conducted. …”
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The Impact of Digital Learning Competence on the Academic Achievement of Undergraduate Students by Yafeng Song, Shuqi Lv, Meng Wang, Zhuoxi Wang, Wei Dong

“…Additionally, senior students generally outperformed junior students in course achievement, academic research, and overall academic performance, while undergraduates from key universities generally achieved higher academic results than those from ordinary undergraduate institutions. …”
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Ancillary Asset Data Management in State Departments of Transportation: Enhancing Current Trends in Data Collection, Management, and Utilization by A. Khoshkenar, H. Nassereddine, B. Ramadan, R. Catchings, G. Dadi

“…Cluster analysis identified distinct patterns for the management practices; generally, the assets that were identified as safety-critical received more frequent attention in a more systematic manner. …”
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To Problem Pertaining to Presentation of Experimental Data on Free-Convective Heat Exchange of Finned Tube Banks by V. B. Kuntish, V. V. Dudarev

“…A generalization and analysis of experimental data on convective heat exchange of one-row banks of round tubes with aluminium fins in the air flow have been made without usage of a conventional  processing system in similarity numbers.Results of the experimental investigations are described by dependence qk = f(t), where qk – density of free-convective heat flow, t – temperature head, that makes it possible to refuse from usage of heat exchange coefficient, to lower calculation errors and improve their productivity.…”
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