Evaluation and comparison of methods for neuronal parameter optimization using the Neuroptimus software framework. by Máté Mohácsi, Márk Patrik Török, Sára Sáray, Luca Tar, Gábor Farkas, Szabolcs Káli

“…Neuroptimus also offers several features to support more advanced usage, including the ability to run most algorithms in parallel, which allows it to take advantage of high-performance computing architectures. …”
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Vision transformer embedded video anomaly detection using attention driven recurrence by Ummay Maria Muna, Shanta Biswas, Syed Abu Ammar Muhammad Zarif, Philip Jefferson Deori, Tauseef Tajwar, Swakkhar Shatabda

“…Additionally, we incorporate a parameter-efficient recurrent model, the Simple Recurrent Unit Plus Plus (SRU++), which processes long sequential video embeddings efficiently by reducing computational costs by ten times compared to traditional methods. …”
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THE USE OF COMPUTATIONAL SIMULATION TO INCREASE THE EFFICIENCY OF ACTIONS TO REDUCE THE LOSS OF ELECTRIC POWER by A. Grin, I. Skorokhodova, C. Chebanov, A. Grin

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Computational modelling reveals neurobiological contributions to static and dynamic functional connectivity patterns by Linnea Hoheisel, Linnea Hoheisel, Hannah Hacker, Gereon R Fink, Gereon R Fink, Silvia Daun, Silvia Daun, Joseph Kambeitz, Joseph Kambeitz

“…We analysed associations between brain-wide sFC and TC features with optimal model parameters and fits with a univariate correlation approach and multivariate prediction models. …”
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A multiobjective continuation method to compute the regularization path of deep neural networks by Augustina Chidinma Amakor, Konstantin Sonntag, Sebastian Peitz

“…However, due to the non-smoothness of the ℓ1 norm and the large number of parameters, this approach is not very efficient from a computational perspective. …”
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Cephalometric characteristics of autochthonous population in the Republic of Kazakhstan by M. M. Soloviev, C. E. Ormanov, L. A. Aleksina, A. A. Baindurashvili

“…Front and side view photos of 320 Kazakh and Uzbek residents of Kazakhstan were studied by means of photo grammetry and a computer aided program «Harmony». Analysis of 46 cephalometric parameters resulted in the following findings: statistically significant difference between Uzbek and Kazakh males was detected in 39,1 % of the cases, while those among females were noted in 54,3 %, of the cases, i. e. ethnic distinctions were more pronounced in the females. …”
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Energy-efficient data routing using neuro-fuzzy based data routing mechanism for IoT-enabled WSNs by Sakthi Shunmuga Sundaram Paulraj, T. Deepa

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Comparative Analysis of Classifiers for the Assessment of Respiratory Disorders Using Speech Parameters by Poonam Shrivastava, Neeta Tripathi, Bikesh Kumar Singh, Bhupesh Kumar Dewangan

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Estimation and Analysis of Sports Energy Consumption Based on Gait Tactile Parameters by Wang Yan, Zang Jian-Cheng, Li Bi-Tao

“…The combination of expectation-maximization algorithm and MapReduce computing model realizes the migration of traditional algorithm to “cloud computing” platform. …”
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Stochastic Movement Swarm Performing a Coverage Task with Physical Parameters by Krzysztof FALKOWSKI, Michał DUDA

“…The lower the time interval, the more precise results, but simulating the test requires more computing power. Further work should consider the smallest possible time intervals or additional feature to check if the paths of the drones do not cross. …”
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Composition and Notation of Parameters in Electronic Music: Approximate Reductionist Graphical Notation by Dino Rešidbegović

“…It attempts to define and explain a different, specific approach, which helps in understanding the technology, its applications and features to meet the problems of present compositions by using specific notation for electronic instruments or computers. …”
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Study of kinetic performance effect on wheel and rail wear using computer simulation by Lev I. Evelson, Evgeny A. Pamfilov, Alexander G. Tsygankov, Ludmila I. Shiryaeva

“…The study object is a “wheel - rail” system. The subject is the computer simulation of the system elements wear. The work objective is to investigate the wheel and rail wear dependence on the kinetic performance parameters. …”
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Walking-Age Estimator Based on Gait Parameters Using Kernel Regression by Tomohito Kuroda, Shogo Okamoto, Yasuhiro Akiyama

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Statistical Analysis of Local Extrema in Rough Sea Surfaces Based on Computer Simulation by N. S. Pyko, E. D. Orandarenko, M. I. Bogachev

“…The laws governing the distributions of local wave extrema in rough seas are in a good agreement with the theoretical GEV approximations, with the distribution parameters being deductible from the key features of the waves. …”
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A Review of Personalised Cardiac Computational Modelling Using Electroanatomical Mapping Data by Ovais A Jaffery, Lea Melki, Gregory Slabaugh, Wilson W Good, Caroline H Roney

“…However, the optimal methods that can potentially constitute a clinically relevant in silico treatment are still being investigated and face limitations, such as uncertainty of electroanatomical data recordings, generation and calibration of models within clinical timelines and requirements to validate or benchmark the recovered tissue parameters. This paper is aimed at reporting techniques on the personalisation of cardiac computational models, with a focus on calibrating cardiac tissue conductivity based on electroanatomical mapping data.…”
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Refined Judgment of Urban Traffic State Based on Machine Learning and Edge Computing by Lijuan Liu

“…This paper aims to study the recognition of urban traffic conditions and refine the recognition through the improvement of edge computing algorithms. This paper proposes a method to calculate traffic flow parameters, preprocess the traffic flow data, delete irrelevant features, use flow theory to delete wrong data, and change the data in time according to actual needs, carrying out refined discrimination and analysis of urban traffic status. …”
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Computational fluid dynamics modelling of hemodynamics in aortic aneurysm and dissection: a review by Mengqiang Hu, Mengqiang Hu, Bing Chen, Bing Chen, Yuanming Luo

“…Additionally, the exact relationship between hemodynamic features and disease progression remains unclear. These challenges limit the clinical application of aortic hemodynamic models. …”
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MULTISLICE COMPUTED TOMOGRAPHY TO MEASURE VISCERAL FAT AREA IN PATIENT WITH ASTHMA AND OBESITY by N. S. Serova, N. V. Chichkova, A. A. Gasparyan, L. B. Kapanadze, V. V. Fomin

“…Additionally the patient was given a multislice computed tomography to measure the visceral and subcutaneous fat areas, followed by an evaluation of the obtained data and a collation of the parameters with clinical and anthropometric characteristics.…”
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Using The Hybrid GA-Ant Algorithm To Find The Optimal Path In Computer Networks by Ibtisam Turki

“…This paper is an attempt to propose a new H design mixed algorithm (ACO-GA) that includes the best features of both ACO and GA with a new application that combines both previous algorithms called( H- Hybrid (ACO-GA) hybrid algorithm technology, which differs in its parameters. …”
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IMPROVEMENT OF EXPERT ANALYSIS FOR ROAD TRAFFIC ACCIDENTS USING COMPUTER SIMULATION PROGRAMS by S. A. Azemsha, V. N. Galushko, S. V. Skirkovski

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