Using Permutation-Based Feature Importance for Improved Machine Learning Model Performance at Reduced Costs by Adam Khan, Asad Ali, Jahangir Khan, Fasee Ullah, Muhammad Faheem

“…Moreover, the Permutation Feature Importance (PFI)-based model-agnostic method was employed to identify the top ten features most critical for model accuracy and efficiency. …”
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Construction Robust -Chart and Compare it with Hotelling’s T2-Chart by Bekhal Samad Sedeeq, Zainab Abdulla Muhammad, Israa Muayad Ali, Taha Hussein Ali

“…Then the comparison between the proposed and classical method of the researcher Shewhart depending on the total variance (trace variance matrix) and the general variance (determinant of the variance matrix) to obtain the most efficient paintings against outliers through simulation and real data and using a program in MATLAB language designed for this purpose. …”
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Research on the Maximum Regenerative Energy Commutation Control Strategy of a Dual-Mode Synergistic Energy Recovery Pump-Controlled Grinder by Bo Yu, Gexin Chen, Keyi Liu, Guishan Yan, Yaou Zhang, Yinping Liu

“…Large-inertia pump-controlled grinding machines experience significant energy loss and potential hydraulic shock during frequent high-speed table reciprocation. Traditional control methods often neglect to address efficient energy recovery during the dynamic commutation phase. …”
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Preliminary evaluation methodology for payback infrastructure projects in private-public partnership by D. A. Shergin, G. A. Annenkov

“…The authors of the article present the results of scientific and practical research on the development of methods of primary assessment of the efficiency of payback infrastructure projects public-private partnerships achieved through the monitoring and analysis of the state company’s investment activities and project portfolio management. …”
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SELECTING THE SCHEME OF TECHNOLOGICAL CONNECTION OF SUBSCRIBERS TO THE HEAT NETWORK UNDER CONDITIONS OF TRANSITION TO PULSE CIRCULATION OF THE HEATER IN THE EQUIPMENT OF HEAT SUPPL... by A. N. Makeev

“…The aim is to justify the expediency of a transition en masse to independent connection of heat consumption systems  under the conditions of pulse circulation of the coolant through the  equipment of a heat supply unit in order to increase the overall  energy efficiency of district heat supply systems.Methods. …”
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Force-Driven Model for Automated Clear Aligner Staging Design Based on Stepwise Tooth Displacement and Rotation in 3D Space by Sensen Yang, Yumin Cheng

“…This study introduced a novel force-driven automated staging design method for clear aligners, aimed at enhancing treatment planning efficiency and outcomes. …”
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The theoretical basis of formation mental health of students on physical education by N.N. Muhamediarov

“…Proposed introduction of alternative health methods for efficient formation of mental health, the creation of a data bank on the activities of association recreational subjects: fitness centers, swimming pools, skating rinks, gyms.…”
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Effect of zeolites modification on their adsorption properties by L. G. Eprikashvili, T. N. Kordzakhia, M. G. Zautashvili, N. V. Pirtskhalava, M. A. Dzagania, G. P. Tsintskaladze, T. V. Sharashenidze

“… Atmospheric air pollution is determined by the functioning of both technogenic and natural sources of pollution. …”
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Infrared Small Target Detection Based on Density Peak Search and Local Features by Leihong Zhang, Hui Yang, Qinghe Zheng, Yiqiang Zhang, Dawei Zhang

“…Second, a density-peaked global search method is used to determine the location of candidate targets in the preprocessed image. …”
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Performance of sewage sludge reuse in the manufacturing of fired bricks by K. Moulato, M. Ammari, L. Ben Allal

“…Organic matter performed by the Walkley-Black assay and the loss on ignition method for comparison. Volatile matter, total nitrogen, moisture content, dryness, pH, methylene blue assay, and carbonate rate were determined using a 2-millimeter Bernard calcimeter by volumetric method. …”
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Photodegradation process for the removal of acid orange 10 using titanium dioxide and bismuth vanadate from aqueous solution by B. Rahimi, A. Ebrahimi, N. Mansouri, N. Hosseini

“…The highest efficiency was achieved by the use of ultraviolet/titanium dioxide system, while a low acid orange 10 removal efficiency was obtained for the synthesized bismuth vanadate using the co-precipitation method. …”
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Tobacco smoking dependence in patients with depressive spectrum mental disorders: clinical, pathogenetic, and therapeutic aspects by O. I. Speranskaya, S. A. Trushchelev, Z. I. Storozheva

“…The comorbidity of these disorders has been established to be to a large extent determined by their common genetic bases. This association substantially affects the efficiency of treatment. …”
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COPmax and Optimal Control of the Heat Pump Heating System Depending on the Warm Water Temperature by Arpad Nyers, Jozsef Nyers

“…With efficiency considered, the COP is 3.057; without efficiency, it is 3.68. …”
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A STUDY OF THE EFFECTIVENESS OF DISTANCE LEARNING AT A MEDICAL UNIVERSITY IN UKRAINE by H.Yu. Morokhovets, Yu.V. Lysanets, O.M. Bieliaieva, S.A. Stetsenko, O.A. Shlykova

“…This paper analyzes the experience of introduction of distance learning in Ukraine, explores the efficiency of online learning in comparison with the classroom form of education, and identifies the role of motivation in the process of distance learning and the factors influencing the effectiveness of online learning. …”
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TWO-STAGE INTELLIGENT FAULT DIAGNOSIS OF MOTORS BASED ON VISUAL IMAGE FEATURES

“…Aiming at the new challenges in efficiency and reliability in the field of fault diagnosis in recent years,a coarsefine fault diagnosis method for induction motors based on the symmetrized dot pattern(SDP)was proposed.In this method,firstly,the vibration signals of each faulty motor were converted into snowflake images by SDP method,and then a two-stage fault diagnosis framework of coarse-fine classification was designed for image feature extraction and classification.In the coarse classification stage,the color histogram features and the support vector machine(SVM)were used to diagnose the samples,and a threshold was selected to determine the samples for the coarse classification.In the fine classification stage,Gist features that can extract image details and SVM were used to diagnose the remaining samples.Experimental results show that the proposed method combines the advantages of color histogram features and Gist features,can achieve the most reliable diagnosis with relatively high efficiency,and has certain anti-noise ability.…”
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Enhanced novelty approaches for resource allocation model for multi-cloud environment in vehicular Ad-Hoc networks by R. Augustian Isaac, P. Sundaravadivel, V. S. Nici Marx, G. Priyanga

“…Abstract As the number of service requests for applications continues increasing due to various conditions, the limitations on the number of resources provide a barrier in providing the applications with the appropriate Quality of Service (QoS) assurances. As a result, an efficient scheduling mechanism is required to determine the order of handling application requests, as well as the appropriate use of a broadcast media and data transfer. …”
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Enzymatic Preparation of Cello-oligosaccharides Using Bamboo Materials by Hong Chen, Wenbo Chen, Fanqin Yang, Gang Xu, Yin Cao, Shanglian Hu, Bo Zhao

“…Finally, various bamboo pretreatment technologies and cellulose hydrolysis methods were integrated to determine the most suitable hydrolysis technology for bamboo cellulose. …”
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Development of a model for improving an automated information system based on flexible reengineering by S. G. Menyuk, V. V. Dyadichev, G. R. Bilenko

“…The use of mathematical modeling methods, business process analysis, comparative and SWOT analysis in research on the development of a model and a decision support method for managing the operation of an information system and determining the required efficiency of an automated information system is an integrated approach that has been used to conduct research.Result. …”
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Alginate-based microencapsulation enhances antinociceptive and anti-inflammatory activities of Phyllanthus amarus and Phyllanthus muellerianus by Joy J. Adeyemi, Abayomi M. Ajayi, Tolulope O. Ajala

“…The extract-loaded microspheres were prepared using the ionotropic gelation method. The particle size, swelling index, entrapment efficiency, and FTIR spectroscopy were determined. …”
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Research on voxel-based land complex modelling and adaptive resolution expression methodology by D. Sun, T. Shen, L. Huo, F. Kong

“…In order to improve the efficient use of land complex resources, explore the application of voxel model in land complex change monitoring, and propose a voxel-based land complex modelling and adaptive resolution expression method for the problem of large data redundancy and poor expression effect in the dynamic expression of land complex voxel model.Firstly, voxel classification and stratification are carried out through element characteristics to determine the elements suitable for voxel modelling; then, based on the analysis of terrain factors, the adaptive resolution expression method is constructed by optimizing the node evaluation criterion through the comprehensive consideration of sight distance and comprehensive terrain complexity.The results show that the method in this paper can achieve efficient expression and smooth scheduling of land complex voxel models at different resolutions, thus significantly reducing the computational complexity while maintaining the expression accuracy of important features.…”
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