Search Results - evaluation algorithms

Fractional Discrete Computer Virus System: Chaos and Complexity Algorithms by Ma’mon Abu Hammad, Imane Zouak, Adel Ouannas, Giuseppe Grassi

“…To explore the system’s nonlinear chaotic behavior, the research of this study employs a suite of analytical tools, including the analysis of bifurcation diagrams, phase portraits, and the evaluation of the maximum Lyapunov exponent (MLE) for the study of chaos. …”
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Multi-Feature Facial Complexion Classification Algorithms Based on CNN by Xiyuan Cao, Delong Zhang, Chunyang Jin, Zhidong Zhang, Chenyang Xue

“…The comprehensive evaluation reveals that multi-feature fusion and splicing classification algorithms achieve accuracies of 95.98% and 93.76%, respectively. …”
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METHOD AND ALGORITHMS OF CALCULATION OF PARAMETERS OF RELIABILITY IN ACCORDANCE WITH MULTIVARIATE DATA by E. M. Farhadzadeh, A. Z. Muradaliyev, T. K. Rafiyeva, S. A. Abdullayeva

“…The lack of specialized software systems, the knowledge-intensiveness of algorithms of calculation needed for the solution of operational tasks determine the predominant application of the intuitive approach. …”
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Uncontrolled Learning: Codesign of Neuromorphic Hardware Topology for Neuromorphic Algorithms by Frank Barrows, Jonathan Lin, Francesco Caravelli, Dante R. Chialvo

“…This algorithm is implemented in neuromorphic memristive hardware through a codesign process that evaluates essential hardware trade‐offs. …”
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RLS-Based Control Algorithms for 3D Zones of Quiet by Małgorzata I. MICHALCZYK, Janusz SERWIN

“…A problem of parameterisation of six RLS-based adaptive control algorithms is evaluated, initially in simulations with the use of nonsimplified plant models and tonal disturbances. …”
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Exploring Virtual Machine Scheduling Algorithms: A Meta-Analysis by Salman Mahmood, Nor Adnan Yahaya

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Metaheuristic Algorithms to Determine PID Controller Parameters for Mobile Robots by DINH Quy Long, NGUYEN Tuan Minh, NGUYEN The Dung

“…The methods are thoroughly classified and evaluated, focusing on popular algorithms such as GA, PSO, FLC, among others. …”
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Methods and Algorithms for Decision-Making in Agro-Industrial Environmental Management by Olga Ivashchuk, Vyacheslav Fedorov, Zhanat Kenzhebayeva, Oleg Ivashchuk, Moldir Allaniyazova, Kaiyrbek Makulov, Gulnar Kaziyeva

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HUMAN EMOTION RECOGNITION SYSTEM USING DEEP LEARNING ALGORITHMS by Kateryna Yuvchenko, Valentyn Yesilevskyi, Olena Sereda

“…Therefore, the purpose of the work is to find and optimize the most satisfactory in terms of accuracy algorithm for classifying human emotions based on facial images. …”
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Substantiation of source data on the parametric algorithms for the classification of weather hazards by O. V. Vasiliev, E. S. Boyarenko, K. I. Galaeva

“…Based on the data obtained, it is necessary to build an algorithm to classify the WH “rain shower-thunderstorm-hail”.…”
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THE SPECIATION IN GENETIC ALGORITHMS FOR PRESERVING POPULATION DIVERSITY AND OPTIMIZATION OF FUNCTIONS WITH SUBOPTIMAL SOLUTIONS by V. Pretsel, Roman Shuvar

“…Background. Genetic algorithms are used in various tasks and show advantages compared to other optimization methods, which may not always be applicable. …”
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EVALUATION OF THE EFFECTIVENESS OF A NONSTEROIDAL ANTI-INFLAMMATORY DRUG (NSAID) SELECTION ALGORITHM BASED ON THE ANALYSIS OF RISK FACTORS FOR DRUG-INDUCED COMPLICATIONS IN REAL CLINICAL PRACTICE: THE RESULTS OF THE ALL-RUSSIAN PRINCIPLE PROJECT (APPLICAT by A. E. Karateev, A. M. Lila, M. V. Churyukanov, K. V. Skorobogatykh, A. V. Amelin, D. V. Zakharov, E. A. Trofimov, V. A. Shirokov, T. V. Popova, E. A. Shestel, Z. A. Goncharova, A. I. Kulikov, O. B. Nesmeyanova, M. V. Galikhanova

“…The PRINCIPLE project was implemented to test the effectiveness of this algorithm.Subjects and methods. A study group consisted of 439 patients (65% were women and 35% – men; their mean age was 51.3±14.4 years) with severe musculoskeletal pain, who were prescribed NSAIDs by using the above algorithm. …”
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TDQE：a quality evaluation method for text data in deep learning by LUO Chunxu, XIONG Haixu, YE Yazhen, DING Yan, ZONG Shize, XIONG Yun, ZHU Yangyong

“…To address the issues of high computational costs and incomplete evaluation metrics in existing text data quality assessment methods, a deep learning-oriented text data quality evaluation (TDQE) method was proposed. …”
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Initialization algorithm for spatial orientation quaternion in Rodrigues-Hamilton parameters by M. A. Isaev, A. M. Isaev, N. V. Kudinov, R. S. Mironenko

“…The higher the solid inclination angle in relation to horizon when the orientation system is switched on, the greater the spatial orientation error is. The algorithm presented herein corrects the spatial orientation evaluation in quaternion components without angular rate sensors which allows minimizing the spatial orientation assessment error within shorter time in comparison with the existing algorithms. …”
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Vulnerability benchmark generation algorithm based on finite state machines by XIE Yuandong, YAN Xuexiong, ZHAO Guangsheng, ZHAO Xu, QIU Han

“…This study validates the algorithm’s effectiveness and practical utility, confirming that it provides a more comprehensive and realistic benchmark for evaluating vulnerability detection tools.…”
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ALGORITHMIZATION OF COMPUTER DESIGNING OF FOUNDRY DETAILS WITH THE HELP OF CAD-SYSTEMS by A. N. Chichko, T. V. Matjushinets, L. V. Markov

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An Efficient Evolutionary Neural Architecture Search Algorithm Without Training by Yang An, Changsheng Zhang, Jintao Shao, Yuxiao Yan, Baiqing Sun

“…Specifically, in order to accelerate the convergence speed of the algorithm and shorten the search time, thereby avoiding blind searching in the early stages of the algorithm, we drew on the principles of biometrics to redesign the interaction between individuals in the evolutionary algorithm. …”
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DEVELOPMENT OF ALGORITHM OF PLANNING OF INCREASE OF COMPETITIVENESS OF AUTO REPAIR BUSINESSES by Remzi Ablaev, Tatiana Cocodei, Julia Antokhina

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Sorting algorithm acceleration based on CPU-FPGA heterogeneous system by Kou Yuanbo, Qiu Zeyu, Wang Liang, Huang Jianqiang

“…Based on this, the paper designs a CPU-FPGA heterogeneous system, transplants some sorting algorithms to FPGA, and performs functional verification and theoretical performance evaluation. …”
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Algorithm for radiological examination of visceral obesity in patients with metabolic syndrome by N. M. Suslyayeva, V. D. Zavadovskaya, O. S. Shoulga, Yu. G. Zaviyalova, Yu. G. Samoilova, O. Yu. Borodin

“…Using these results, the algorithm was ray studies of visceral obesity in patients with metabolic syndrome.…”
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