Search Results - evaluation algorithms

A comparative approach of single-objective optimization algorithms for energy control of flexible manufacturing system by Marius-Adrian PĂUN, Eugenia MINCĂ, Sergiu Stelian ILIESCU, Nicoleta ARGHIRA, Florin DRAGOMIR

“…A comparative evaluation of the results obtained through the implementation and testing of each algorithm highlighted the superiority of the GWO algorithm. …”
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An Improved Whale Optimization Algorithm via Angle Penalized Distance for Automatic Train Operation by Longda Wang, Yanjie Ju, Long Guo, Gang Liu, Chunlin Li, Yan Chen

“…This study proposes a novel effective improved whale optimization algorithm via angle penalized distance (IWOA-APD) for automatic train operation (ATO) to effectively improve the ATO quality. …”
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Travel Time Prediction in a Multimodal Freight Transport Relation Using Machine Learning Algorithms by Nikolaos Servos, Xiaodi Liu, Michael Teucke, Michael Freitag

“…Machine Learning (ML) algorithms are well suited to solve non-linear and complex relationships in the collected tracking data. …”
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A Comprehensive Review of Artificial Intelligence-Based Algorithms for Predicting the Remaining Useful Life of Equipment by Weihao Li, Jianhua Chen, Sijuan Chen, Peilin Li, Bing Zhang, Ming Wang, Ming Yang, Jipu Wang, Dejian Zhou, Junsen Yun

“…This study endeavors to bridge this gap through the following contributions: (1) A rigorous analysis and systematic categorization of application scenarios for equipment RUL prediction, elucidating their distinct characteristics and requirements. (2) A comprehensive summary and comparative evaluation of several AI algorithms deemed suitable for RUL prediction, delineating their respective strengths and limitations. (3) An in-depth comparative analysis of the applicability of AI algorithms across varying application contexts, informed by a nuanced understanding of different application scenarios and AI algorithm research. (4) An insightful discussion on the current challenges confronting AI-based RUL prediction technology, coupled with a forward-looking examination of its future prospects. …”
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Optimal Location of Landfill in Semirom County Using the Combination of Fuzzy Logic (AND, OR algorithm) in GIS by Sohrab Hasheminejad, Samane Shahrabi Farahani, Reza Peykanpour Fard

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Coupling of green building construction based on particle Swarm optimizing neural network algorithm by Wang Leigang, Li Shaohua, Wang Liang, Zhang Zheng, Zhou Yuchen, Chang Long

“…The purpose is to strengthen safety risk management in green building construction by combining particle swarm optimisation with neural network algorithms. A risk coupling performance comparison was conducted between traditional and research algorithms. …”
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Slope stability prediction under seismic loading based on the EO-LightGBM algorithm by Ning Ma, Ning Ma, Yuqi Zhang, Zaizhen Yao

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Research on Tool Wear Monitoring Based on ET-GD and K-nearest Neighbor Algorithm by QIN Yiyuan, LIU Xianli, YUE Caixu, GUO Bin, DING Mingna

“…The fitting degree and evaluation measure of the three K-nearest neighbor models before and after the two optimization are compared and analyzed. …”
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Development of the algorithm for selecting a rational regular urban route for electric bus operation by A. D. Gorbunova, O. Yu. Smirnova

“…Several urban routes in Tyumen were assessed for the rationality of the introduction of electric buses.Discussion and conclusions. Evaluation of five regular urban routes in Tyumen using the developed algorithm and the simulation model revealed three rational routes, and also showed the inefficiency of the other two. …”
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Efficiently Automating Covering Array Generation: A Model Checking and Metaheuristic Algorithm Approach by Sajad Esfandyari, Davar Giveki, Amir Rastegarnia, Ali Farzamnia, Hua Zheng

“…The evaluation results show that our proposed solution outperforms existing algorithms, achieving higher efficiency and accuracy in test generation. …”
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Determination of the quantitative content of chlorophylls in leaves by reflection spectra using the random forest algorithm by E. A. Urbanovich, D. A. Afonnikov, S. V. Nikolaev

“…Six models based on the random forest algorithm with different predictors were evaluated. …”
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Research on Optimized Algorithm for Deep Learning Based Recognition of Sediment Particles in Turbulent Flow by WANG Hao, YANG Feiqi, ZHANG Lei, WU Wei, XIE Haonan, ZHAO Lin

“…Through comparative analysis, data evaluation, and experimental observations, it becomes evident that the integrated algorithm, which combines both approaches, enhances the accuracy of bedload particle and trajectory identification under moderate to low flow conditions. 2)Under conditions of moderate to low flow intensity, the motion intensity of bedload sediment particles is influenced by coherent turbulent structures, resulting in a laterally banded structure. …”
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Comparison among grazing animal behavior classification algorithms for use with open-source wearable sensors by B.R. dos Reis, S. Sujani, D.R. Fuka, Z.M. Easton, R.R. White

“…Similar accuracies were found when evaluating the RF model on the 3 and 5-second iteration, indicating power saving may be achieved by periodic, rather than continuous sampling. …”
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Algorithm for determining the degree of vulnerability of cloud computing areas based on the electre i method by S. V. Razumnikov

“…Result. The algorithm presented in the paper includes steps for determining the weights of criteria, evaluating alternatives according to these criteria, and calculating the degree of vulnerability. …”
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The use of autofluorescence stomatoscopy in the algorithm of diagnosing of the oral mucosal abnormalities of patients with tuberculosis infection by T. P. Goryacheva, D. A. Zaplutanova, I. P. Goryacheva, O. A. Aleshina

“…AIM. To evaluate the feasibility of using the autofluorescence stomatoscopy in dental examination of patients with tuberculosis infection.MATERIALS AND METHODS. …”
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Detecting Student Engagement in an Online Learning Environment Using a Machine Learning Algorithm by Youssra Bellarhmouch, Hajar Majjate, Adil Jeghal, Hamid Tairi, Nadia Benjelloun

“…The performance of the models was evaluated using classic metrics such as precision, recall, and F1-score. …”
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instancespace: A Python package for insightful algorithm testing through Instance Space Analysis by Yusuf Berdan Güzel, Kushagra Khare, Nathan Harvey, Kian Dsouza, Dong Hyeog Jang, Junheng Chen, Cheng Ze Lam, Mario Andrés Muñoz

“…Instance Space Analysis is a methodology to evaluate algorithm performance across diverse problem fields. …”
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An Optimized Attenuation Compensation and Contrast Enhancement Algorithm Without Pseudocharacteristics in Intravascular OCT Imaging by Yonghan Zhou, Tiegen Liu, Zhenyang Ding, Kuiyuan Tao, Kun Liu, Junfeng Jiang, Zixu Liu, Yongjun Jiang, Hao Kuang

“…Then, we make a comparison of the IVOCT images with different values of the enhancement coefficient to evaluate the effects of each algorithm based on the improvement of visibility in depth, the contrast enhancement, and the preservation of characteristics. …”
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Solving the Multi-Depot Vehicle Routing Problem Using a Hybrid Genetic Algorithm by Hengameh Shamsipoor

“…Based on this perspective, a heuristic algorithm is proposed to solve the problem. Finally, the validity of the model is evaluated through a comparison of the results obtained from these two methods with those of previous studies.…”
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Amoeba Based Novel Post-Processing Algorithm for Industrial Computed Tomography Scans Enhancement by Umar Talha, Waleed Bin Yousuf, Tariq Mairaj

“…A novel amoeba-based algorithm is proposed for ICT images enhancement from sparsely acquired projections. …”
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