Search Results - evaluation algorithms

DEVELOPMENT AND JUSTIFICATION OF THE ESTIMATION ALGORITHM OF THE BONE SYSTEM METABOLISM IN CHILDREN WITH TYPE 1 DIABETES MELLITUS by L. G. Ivchenko, I. M. Bykov, A. A. Basov, F. N. Gilmiyarova, D. A. Domenyuk, G. M.-A. Budaychiev, S. O. Ivanyuta

“…The introduction of the algorithm for evaluating bone tissue metabolism based on modern high-tech laboratory radiology methods for diagnosing the state of musculoskeletal system in practical public health will make it possible to identify the pathological changes at early stages, when the implementation of integrated therapeutic and prophylactic measures will have the greatest impact and improve the quality of life of children suffering from type 1 diabetes mellitus.…”
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An Energy–Momentum Conserving Algorithm for Co-Rotational Quadrilateral Shell Elements in Nonlinear Multibody Dynamics by Zhongxue Li, Hongtao Qian

“…The new framework is based on Simo & Tarnow’s energy–momentum conservation algorithm. A novel co-rotational nine-node quadrilateral shell element is embedded in the new framework. …”
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Application of XGBoost Algorithm to Develop Mutual Fund Marketing Prediction Model for Banks’ Wealth Management by Jen-Ying Shih

“…Recently, the XGBoost algorithm has been widely used in conducting classification tasks. …”
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Improving Performance of the Convolutional Neural Networks for Electricity Theft Detection by using Cheetah Optimization Algorithm by Hassan Ghaedi, Seyed Reza Kamel Tabbakh, Reza Ghaemi

“…Also, in order to increase the accuracy of the network, abnormal data are clustered using the CHOA algorithm. ISSDA dataset is used to test and evaluate the results. …”
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Algorithm for using dual energy computed tomography to determine chemical composition: A feasibility study. by Dong Hyeok Choi, So Hyun Ahn, Kwangwoo Park, Min Cheol Han, Jin Sung Kim

“…To evaluate the functionality of the developed algorithm, it was used to determine the chemical constituents for human tissues. …”
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Tuning block-parallel all-pairs shortest path algorithm for efficient multi-core implementation by O. N. Karasik, A. A. Prihozhy

“…This paper analyzes the parallel blocked all-pairs shortest path algorithm at the aim of evaluating the influence of the multi-core system and its hierarchical cache memory on the parameters of algorithm implementation depending on the size of the graph and the size of distance matrix’s block. …”
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Lightweight Hybrid Cryptography Algorithm for Wireless Body Area Sensor Networks Using Cipher Technique by Aizaz Raziq, Kashif Naseer Qureshi, Asfand Yar, Kayhan Zrar Ghafoor, Gwanggil Jeon

“…The proposed solution is evaluated in a simulation scenario and compared with state-of-the-art schemes in terms of energy consumption, and ciphertext size. …”
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Rock discontinuity extraction from 3D point clouds using pointwise clustering algorithm by Xiaoyu Yi, Wenxuan Wu, Wenkai Feng, Yongjian Zhou, Jiachen Zhao

“…Performance evaluations based on three real cases demonstrate that the proposed method significantly reduces computational time costs without sacrificing accuracy. …”
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Improved Zebra Optimization Algorithm with Multi Strategy Fusion and Its Application in Robot Path Planning by Zhengzong Wang, Xiantao Ye, Guolin Jiang, Yiru Yi

“…These comprehensive evaluations establish the MZOA as a robust computational algorithm for complex optimization challenges, demonstrating enhanced convergence characteristics and operational reliability in synthetic and real-world applications.…”
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Synthetic Data-Based Algorithm Selection for Medical Image Classification Under Limited Data Availability by Maxim Zhabinets, Benjamin Tyler, Martin Lukac, Shinobu Nagayama, Ferdinand Molnár, Michitaka Kameyama

“…Our methodology involves data generation using Generative Adversarial Network. To determine if Algorithm selection trained on synthetically generated data can achieve the same accuracy as if trained on real-world natural data, we systematically evaluate the data generative model using the smallest amount of data needed to choose the right Algorithm and to achieve the expected level of accuracy. …”
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Combining the A* Algorithm with Neural Networks to Solve the Team Orienteering Problem with Obstacles and Environmental Factors by Alfons Freixes, Javier Panadero, Angel A. Juan, Carles Serrat

“…To achieve this, we employ a simheuristic algorithm for the overall route optimization, while integrating the A* algorithm to determine feasible paths between nodes that avoid obstacles in a 2D grid-based environment. …”
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Performance Enhancement Scheme for Mobile-Phone Based VLC Using Moving Exponent Average Algorithm by Zhenshan Zhang, Tiantian Zhang, Ji Zhou, Yaojun Qiao, Aiying Yang, Yueming Lu

“…In order to demonstrate that the MEA algorithm can enhance the performance of the mobile-phone-based VLC system, we evaluated the BER performance as changing transmission distance and data rate. …”
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Deep recurrent neural network with fractional addax optimization algorithm for influenza virus host prediction by Shweta Ashish Koparde, Sonali Kothari, Sharad Adsure, Kapil Netaji Vhatkar, Vinod V. Kimbahune

“…The model's performance is evaluated using metrics, such as Matthews's Correlation 36 Coefficient (MCC), F1-Score, and Mean Squared Error (MSE). …”
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Continuous genetic algorithm for grasping an object of a priori unknown shape by a robotic manipulator by A. D. Voronkov, S. A.K. Diane

“…In order to evaluate the effectiveness of the algorithm, virtual simulation is used.Results. …”
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A multi-algorithm prognostic model combining inflammatory indices and surgical features in distal cholangiocarcinoma by Yi Yin, Yi Yin, Luyuan Bai, Xinyue Mu, Xinyue Mu, Shan Zhang, Panpan Zhai, Panpan Zhai

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Proposal for Using AI to Assess Clinical Data Integrity and Generate Metadata: Algorithm Development and Validation by Caroline Bönisch, Christian Schmidt, Dorothea Kesztyüs, Hans A Kestler, Tibor Kesztyüs

“…MethodsA literature review was conducted to evaluate existing approaches to automated quality prediction. …”
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Peculiarities of the algorithm of diagnostics of oral mucosa pathology in patients with Crohn’s disease and nonspecific ulcerative colitis by I. N. Usmanova, R. D. Yunusova, I. А. Lakman, L. P. Gerasimova, A. N. Ishmukhametova, A. P. Akopyan, G. F. Amineva, N. А. Makarova, E. Yu. Startseva

“…Oral lesions that remain undiagnosed may subsequently be difficult to manage with therapeutic and preventive measures.AIM. To evaluate the developed diagnostic algorithm for oral mucosal pathology in patients with CD and UC.MATERIALS AND METHODS. …”
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Memory-Efficient Batching for Time Series Transformer Training: A Systematic Evaluation by Phanwadee Sinthong, Nam Nguyen, Vijay Ekambaram, Arindam Jati, Jayant Kalagnanam, Peeravit Koad

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Enhancing Cloud Resource Management Based on Intelligent System by Manal Fadhil Younis

“…To evaluate the performance of this method, the proposed algorithm was verified in 145 requests. …”
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Predicting Ocean Current Temperature Off the East Coast of America with XGBoost and Random Forest Algorithms Using Rstudio by Lulut Alfaris, Anas Noor Firdaus, Ukta Indra Nyuswantoro, Ruben Cornelius Siagian, Aldi Cahya Muhammad, Rohana Hassan, Rodulfo T. Aunzo, Jr., Reza Ariefka

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