In-Memory Versus Disk-Based Computing with Random Forest for Stock Analysis: A Comparative Study by Chitra Joshi, Chitrakant Banchorr, Omkaresh Kulkarni, Kirti Wanjale

“…The effectiveness of these frameworks plays a crucial role in determining data processing speed, model training efficiency and predictive accuracy. …”
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Vigilance State Classification of Comatose Patients Based on Multifractal Analysis of EEG Signals by Bechir Hbibi, Lamine Mili, Kamel Baccar, Abdelkader Mami

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Individual-psychological factors and perception of social support in burnout syndrome by Jovanović Vesna R., Hinić Darko, Džamonja-Ignjatović Tamara, Stamatović-Gajić Branka, Gajić Tomislav, Mihajlović Goran

“…The most important predictors of burnout in special education teachers were: for emotional exhaustion (self-esteem, efficiency of class management and seniority); for depersonalization (self-esteem, efficiency of class management and social support); for a sense of lower personal accomplishment (assertiveness, effective student learning and class management). …”
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Dynamic of end-tidal carbon dioxide pressure during cardiopulmonary exercise testing before and after heart transplantation by I. Yu. Loginova, O. V. Kamenskaya, A. M. Chernyavskiy, D. V. Doronin, S. A. Alsov, V. N. Lomivorotov

“…Physical capacity, the efficiency of pulmonary ventilation and gas exchange in the long-term after the HT significantly improved compared with the preoperative data. …”
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Overcoming challenges in metagenomic AMR surveillance with nanopore sequencing: a case study on fluoroquinolone resistance by Bram Bloemen, Bram Bloemen, Mathieu Gand, Moniek Ringenier, Bert Bogaerts, Kevin Vanneste, Kathleen Marchal, Kathleen Marchal, Nancy H. C. Roosens, Jeroen Dewulf, Filip Boyen, Sigrid C. J. De Keersmaecker

“…Phenotypic testing and whole-genome sequencing of isolates are efficient, but culture-free approaches like metagenomic sequencing potentially allow for broader investigation of resistance gene occurrence, evolution and spread. …”
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Pharmacoeconomic analysis of the use of tocilizumab in therapy for rheumatoid arthritis:imitation simulation by Dmitry Vladimirovich Goryachev, Sh F Erdes, E L Nasonov

“…Heavy economic expenses for treatment with genetic engineering biologicals (GEB) in patients with rheumatoid arthritis (RA) determine what strategies are most optimal in terms of both their clinical efficiency and economic constituent should be sought for. …”
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Application and Possible Mechanism of Microbial Fermentation and Enzyme Catalysis in Regulation of Food Flavour by Feng Wang, Mingtong Wang, Ling Xu, Jingya Qian, Baoguo Xu, Xianli Gao, Zhongyang Ding, Kai Cui

“…In addition, the high efficiency and specificity of enzymes help to shorten the production cycle and accurately regulate food flavor. …”
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Receiver-Side Topologies for Wireless Power Transfer Systems: A Comprehensive Review of the Design, Challenges, and Future Trends by Jiantao Zhang, Lingyu Kong, Ziteng Wang, Yao Wang, Ying Liu, Xin Gao, Chunbo Zhu

“…As a critical interface between the power source and load, the receiver topology plays a pivotal role in determining the system’s efficiency and stability. This review focuses on advancements in power electronic receiver designs for WPT systems, with an emphasis on two-stage and single-stage topologies. …”
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Mixed Land use Pattern in Deteriorated and Inefficient Neighborhoods of Region Eighteen of Tehran and its Role in Sustainable Neighborhood Regeneration by Mojtaba Roustaei, Ahmad Pour Ahmad, Nafiseh Marsousi, esmaeil ali akbari

“…The 18th Region of Tehran, as a part of such tissues of the country, is not exception to these problems and attention to efficient planning for their reconstruction can, while creating value, stimulate the process of tissue regeneration and solve problems within They will also meet part of the future development needs of Tehran and, as a result, prevent the growth of the outskirts of the city, whose infrastructure requires high costs. 2-Materials and Methods In the first step, information on the current status of the area and, deteriorated and inefficient urban areas is extracted from the basic maps of the detailed plan and land use of the area and field harvesting, by GIS software. …”
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USING REINFORCEMENT LEARNING ALGORITHMS FOR UAV FLIGHT OPTIMIZATION by O. Dutsiak, V. Yuzevych

“…Prospects for further improvement of the proposed method may include the study of methods to ensure more flexible movement within the map and optimization of sampling efficiency for improved real-world applicability.…”
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Measuring Advantages and Challenges of Adopting BIM for Sustainable Facility Management in Iraq by Abbas Oleiwi Al-jaberi Karrar, Mohamed Elsheikh Asser, Amirkhon F. Aminov

“…The research aims to investigate the factors influencing the implementation of BIM for sustainable facility management (SFM) in Iraq's construction sector.Materials and methods. A thorough review of a variety of research was done to determine the numerous factors that contribute to the advantages and obstacles in BIM for SFM. …”
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Professional benefits perception among pediatric nurses: a cross-sectional survey by Jia Wang, Hui Wang, Xiuli Chen, Yu Sheng

“…This study aimed to elucidate the status and determinants of professional benefit perception among pediatric nurses to inform evidence-based clinical care.MethodsWe conducted a survey of pediatric nurses at our hospital from September 1, 2024, to November 26, 2024. …”
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Mathematical modeling of pregnancy loss with normal embryo karyotype in the first trimester by N. N. Potapov, E. V. Kudryavtseva, V. V. Kovalev

“…Based on the identified patterns, a mathematical model has been developed allowing to determine the high risk of pregnancy loss in the first trimester (86.0 % efficiency).Conclusion. …”
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University proceedings. Volga region. Technical sciences by P.V. Malinin, P.Yu. Bochkarev, I.I. Artemov

“…The application of the centerless grinding method, despite its high efficiency, is fraught with certain difficulties due to the lack of a clearly formulated and normatively fixed methodology for designing and implementing operational technologies. …”

Identification of Genomic Regions Related to Litter Size With Divergent Selection between Iranian Indigenous Sheep Breeds and Iceland Sheep Breed using FST Unbiased Statistics by Parviz Azizi, Hossein Moradi Shahrbabak, Mohammad Moradi Shahrbabak, Mahdi Mokhber

“…Extended Abstract Background: Due to the increasing demand for animal products, reproductive efficiency considered as one of the main objectives of sheep breeding, even in cases where the main emphasis is on milk or wool production. …”
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Differential bond energy algorithm for optimal vertical fragmentation of distributed databases by Shikha Mehta, Parul Agarwal, Prakhar Shrivastava, Jharna Barlawala

“…This work focuses on vertical fragmentation design methods. In this paper, a novel differential bond energy (DBE) algorithm is proposed with objective to determine optimal partition point. …”
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On Accelerated Degradation of DC-Link Film Capacitors and Data-Based Lifetime Estimation by Angel Pena-Quintal, Uvais Mustafa, Chris Gerada, Md Rishad Ahmed

“…Methods to address the lifetime of film capacitors are a new trend, which have come about due to the importance of control algorithms relying on the stability and the reliability of this passive device for controlling ever-increasing power with optimal power conversion efficiency in modern powertrains of electrical vehicles. …”
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Green synthesis of ultrafine zinc oxide nanoparticles for photocatalytic degradation of methylene blue dye: Optimization and kinetic studies by Muthusamy Kandasamy, Santhanakrishnan Suresh, Perumal Rameshkumar, Rajendran Jayasree, Panneerselvam Sathishkumar, Prem Gunnasegaran, Niraj S Topare, Sekar Thambidurai, Jemini Arumugam, Rajendran Jothilakshmi, Nalandhiran Pugazhenthiran

“…Brunauer–Emmett–Teller method was employed to evaluate texture features of ZnO NPs and determined their surface area (21.2016 m2/g). …”
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Using natural experiments to evaluate population health interventions: a framework for producers and users of evidence by Peter Craig, Mhairi Campbell, Manuela Deidda, Ruth Dundas, Judith Green, Srinivasa Vittal Katikireddi, Jim Lewsey, David Ogilvie, Frank de Vocht, Martin White

“…An overview of key quantitative methods is provided, avoiding a hierarchy as the choice of methods should be determined by the research questions and the availability of data, with each method having strengths and weaknesses and therefore appropriateness of use determined by the circumstances of the evaluation. …”
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Problems in Modeling Three-Phase Three-Wire Circuits in the Case of Non-Sinusoidal Periodic Waveforms and Unbalanced Load by Konrad Zajkowski, Stanislaw Duer

“…Asymmetry in the supply voltage in three-phase circuits disrupts the flow of currents. This worsens the efficiency of the distribution system and increases the problems in determining the mathematical model of the energy system. …”
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