Modeling of chronic epilepsy in animals through chemical methods by E. V. Egorova, D. V. Dmitrenko, A. A. Usoltseva, A. M. Iptyshev, N. A. Shnayder, R. F. Nasyrova

“…In 20–40% of cases, according to various sources, it is not possible with standard treatment methods to achieve control over attacks, which significantly impairs the patient’s quality of life, increases economic costs, and poses a difficult task for the doctor to select the optimal treatment to reduce the frequency of attacks. …”
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COMPARATIVE CHARACTERISTICS OF TREATMENT METHODS FOR PATIENTS WITH ODONTOGENIC PHLEGMONS by A.V. Kiptiliy

“…The purpose of the study was to search and analyze scientific sources in Ukraine and the world, regarding the latest methods of treatment of odontogenic phlegmon, features of their course and complications. …”
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Detection of child depression using machine learning methods. by Umme Marzia Haque, Enamul Kabir, Rasheda Khanam

“…As a result, our objective is to 1) create a model that can predict depression in children and adolescents aged 4-17 years old, 2) evaluate the results of ML algorithms to determine which one outperforms the others and 3) associate with the related issues of family activities and socioeconomic difficulties that contribute to depression.<h4>Methods</h4>The YMM, the second Australian Child and Adolescent Survey of Mental Health and Wellbeing 2013-14 has been used as data source in this research. …”
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Distribution of trace and toxic element monitoring in soil samples from the lesser Himalayan region of India, pollution indices and source identification by Mahesh Tiwari, Tejas Rathod, Sanjay Kumar Sahu, Rahul Bhangare, Ajmal Yousuf, Vandana Pulhani

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Evidence of Mycobacterium bovis DNA in shared water sources at livestock–wildlife–human interfaces in KwaZulu-Natal, South Africa by Megan C. Matthews, Deborah M. Cooke, Tanya J. Kerr, Andre G. Loxton, Robin M. Warren, Giovanni Ghielmetti, Giovanni Ghielmetti, Elizabeth M. Streicher, Carmel S. Witte, Michele A. Miller, Wynand J. Goosen, Wynand J. Goosen

“…Further investigation into indirect transmission of M. bovis, employing a One Health approach, is necessary to evaluate its epidemiological significance. However, current methods are not optimized for identifying M. bovis in complex environmental samples. …”
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Model Similarity Calculation Based on Adaptive Global Optimal Harmony Search by GAO Xue-yao, DONG Xin-ran, ZHANG Chun-xiang

“…Based on an optimal face matching sequence，similarities between source model faces and target ones are summed to compute two models’similarity. …”
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Dropout Kolmogorov&#x2013;Arnold Networks: A Novel Data-Driven Impedance Modeling Approach for Voltage-Source Converters by Moetasem Ali, Yasser Abdel-Rady I. Mohamed

“…The extensive integration of voltage-source converters (VSCs) as interfaces for renewable energy sources in power systems increases stability concerns and demands accurate VSC impedance models to characterize grid-converter interactions at various operating points. …”
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Optimization of Gallic Acid Production from Terminalia Chebula by Aspergillus niger by N. Lokeswari, K. Jaya Raju

“…Fungal mycelia pre-induced with 5 g/L gallotannin was used as inoculums. Optimal conditions of production were determined using various parameters including gallotannin concentration, nutritional source and metal ions are determined. …”
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End-to-end Projection Optimization Net for Short Scan CBCT Reconstruction by Xuan Zhou, Yuedong Liu, Cunfeng Wei

“…Last, we evaluate the performance of proposed method on both simulation and experiment dataset. …”
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Inversion of Leaf Chlorophyll Content in Different Growth Periods of Maize Based on Multi-Source Data from “Sky–Space–Ground” by Wu Nile, Su Rina, Na Mula, Cha Ersi, Yulong Bao, Jiquan Zhang, Zhijun Tong, Xingpeng Liu, Chunli Zhao

“…This study proposes an improved method based on multi-source data, combining the Sentinel-2A spectral response function (SRF) and computer algorithms, to overcome the limitations of traditional methods. …”
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Research on Gear Modification Optimization Design of Dual Power Drive Gearbox by Zixuan Ge, Zhuzheng Xu

“…Taking a certain type of dual-power drive gearbox transmission system as the research object，through static simulation，the transmission error and tooth surface load of the gear pair at the input end of the power source A are analyzed. According to the gear pair modification method， the Romax software is used to carry out the research on the influence law of the modification parameters in the transmission error and tooth surface load. …”
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Review of carbon emission accounting methods in coal enterprises by Yurong ZHENG, Wenbin SUN, Shouhang DU, Linye ZHU, Yuqi HUANG

“…It is more conducive to understanding the carbon emission characteristics of different carbon sources of coal enterprises by selecting representative mining and open-pit coal mines respectively to improve and optimize the carbon emission accounting model and using them as the blueprint for coal enterprise carbon emission accounting. …”
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Energy Aware Swarm Optimization with Intercluster Search for Wireless Sensor Network by Shanmugasundaram Thilagavathi, Bhavani Gnanasambandan Geetha

“…Generally, WSNs are power constrained due to their unique deployment method which makes replacement of battery source difficult. …”
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Power Grid Clock Synchronization Optimization Based on Stackelberg Game Theory by Jiahao Li, Yitao Zhao, Yiming Zhang, Zhiyu Xia, Chuanxu Chen, Quansheng Guan

“…Furthermore, the network simulator Mininet and the open-source software-defined network framework Ryu are used to evaluate the performance of the proposed method. …”
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Dynamic characterization and vibration response optimization of EMT system for tracked vehicles by Zhengda Han, Xiaocong Liang, Wei Zhang, Yi Liu, Jingang Liu

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Process Optimization for Pyro-gasification of Waste Polymer Using Hierarchical Catalysts by Viktoria Zsinka, Norbert Miskolczi, Stefania Tronci

“…These materials offer a renewable and abundant source, which can be converted into valuable fuels and chemicals. …”
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Optimizing Enzymatic Processes for Enhanced Nutritional and Organoleptic Properties of Chicken Bones by Yuanyuan Zhang, Shengjiang Yu, Chang Liu, Shuai Jiang, Haili Wang, Yuliang Cheng, Yahui Guo, He Qian

“…The increasing demand for poultry products has led to significant by-products, with chicken bones being a rich source of proteins and minerals. The protease hydrolysis of chicken bones has emerged as a key method for extracting chicken bone protein. …”
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Reinforcement learning for process Mining: Business process optimization with avoiding bottlenecks by Ghada Soliman, Kareem Mostafa, Omar Younis

“…In our study, we have implemented Process Mining Environment in OpenAI gym format aimed at enhancing the development of reinforcement learning algorithms for process optimization tasks. The capabilities of these approaches of reinforcement learning using the Q-learning and Deep Q-network (DQN) techniques to identify the optimal path. …”
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A Novel Gravity ‎Optimization Algorithm for Extractive Arabic Text Summarization by Mustafa J. Hadi, Ayad R. Abbas, Osamah Y. Fadhil

“…  An automatic text summarization system mimics how humans summarize by picking the most ‎significant sentences in a source text. However, the complexities of the Arabic language have become ‎challenging to obtain information quickly and effectively. …”
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An informativeness score for optimal mixed datasets using Gaussian process regression by Cameron J LaMack, Eric M Schearer

“…In this study, we present a method for calculating an optimally informative dataset for numerous subsystem models. …”
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