ProstaNet: A Novel Geometric Vector Perceptrons–Graph Neural Network Algorithm for Protein Stability Prediction in Single- and Multiple-Point Mutations with Experimental Validation... by Tianjian Liang, Ze-Yu Sun, Rieko Ishima, Xiang-Qun Xie, Ying Xue, Wei Li, Zhiwei Feng

“…In the present work, we introduced ProstaNet, a deep learning framework that predicts stability changes resulting from single- and multiple-point mutations using geometric vector perceptrons–graph neural network for 3-dimensional feature processing. …”
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Characteristics of malaria vector populations and transmission before a randomised controlled trial assessing the efficacy of next-generation insecticide-treated nets in Côte d’Ivo... by Ludovic Phamien Ahoua Alou, Alphonsine Amanan Koffi, Edouard Dangbenon, Soromane Camara, Joseph Biggs, Marius Gonse Zoh, Serge Brice Assi, Colette Sih, Benoit Talbot, Manisha Ann Kulkarni, Louisa Alexandra Messenger, Natacha Protopopoff, Jackie Cook, Raphael N’Guessan

“…Conclusions This study shows that An. coluzzii and An. funestus were the main malaria vectors and showed similar biting patterns both indoors and outdoors. …”
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Intelligent Data Processing Methods for the Atypical Values Correction of Stock Quotes by T. V. Zolotova, D. A. Volkova

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Influence of pre-processing criteria on analysis of accelerometry-based physical activity. by Bing Han, Lilian Perez, Deborah A Cohen, Rachana Seelam, Kathryn P Derose

“…<h4>Conclusion</h4>Moderate changes in minimum wear-time can yield notably different output data and subsequently influence analyses assessing the impacts of interventions on MVPA behaviors. Processed data using vector magnitude and conventional vertical axis counts are not directly comparable. …”
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A Spatial Modularized Truss Deployable Mechanism and Motion Process Analysis by Cao Jujiang, Chen Yuan, Wei Yan, Zheng Hangni

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Modeling and simulation of residual stress in metal cutting process: A review by Ruihu Zhou

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Dynamic heterogeneous network representation learning method based on Hawkes process by CHEN Lei, DENG Kun, LIU Xingyan

“…In this context, a dynamic heterogeneous network representation learning method based on Hawkes process was proposed. Firstly, the vector representation of nodes was obtained by utilizing the relational rotation encoding method and attention mechanism, where the attention coefficients of adjacent nodes were learned. …”
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Loop-induced masses for the first two generations with optimum flavour violation by Gurucharan Mohanta, Ketan M. Patel

“…The fermionic self-energy corrections that lead to this arrangement are induced through heavy vector bosons of a new gauged flavour symmetry group G F . …”
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Model-Based Hardware-Software Codesign of ECT Digital Processing Unit by Atef Allam, Wael Deabes

“…The inner-product of large vectors constitutes the core of the majority of these ECT image reconstruction algorithms. …”
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Presenting a Hybrid Model based on the Machine Learning for the Classification of Banking and Insurance Industry Common Customers by Hamidreza Amirhassankhani, Abbas Toloie Eshlaghy, Reza Radfar, Alireza pourebrahimi

“…To this end, a hybrid model based on support vector machine and genetic algorithm is used. The support vector machine is responsible for modeling the relationship between customer performance and their identity information and the genetic algorithm is responsible for tuning and optimizing the parameters of the support vector machine. …”
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A simple method to generate stable cell lines for the analysis of transient protein-protein interactions by Emilia Elizabeth Savage, Denise Wootten, Arthur Christopoulos, Patrick Michael Sexton, Sebastian George Barton Furness

“…These vectors provide a means to generate isogenic cell lines for comparison of interacting proteins. …”
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Evaluation of Multi-Class Classification Performance Lung Cancer Through K-NN and SVM Approach by Muh. Indra Endriartono Saputra Troy, Sitti Rahmah Jabir, Siska Anraeni

“…In an effort to improve diagnosis and treatment, this study proposes an approach for multiclass performance evaluation using K-Nearest Neighbors (KNN) and Support Vector Machine (SVM) algorithms based on 2024 data. in this study KNN is implemented conventionally while SVM applies 2 kernel processes, namely Linear and Polynominal. …”
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Main directions of economic reintegration process of Sevastopol and Crimea into the Russian Federation by N. V. Alesina, B. A. Bukach, E. A. Posnaya

“…Methods of financial analysis, statistical reporting data and legislation regulating the integration process were used. Results and discussion. The main problems of integration are identified and the vector of their solution is indicated. …”
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Evaluation of color stability of ice cream with Spirulina platensis by image processing by Boyanova Petya, Bosakova-Ardenska Atanaska, Danev Angel, Kutryanska Magdalina, Dobreva Valentina, Chavdarova Ani, Gradinarska Dilyana

“…The used software implements three methods for color extraction: scalar-defined median color, vector-defined median color, and average color for pixels that fall in the selected area. …”
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Footwork recognition and trajectory tracking in track and field based on image processing by Jiaju Zhu, Zhong Zhang, Runnan Liu, Junyi Liu

“…To solve the problem that traditional footwork is inaccurate and not well accepted by people, this paper has used an image processing method based on support vector machine (SVM) algorithm to identify and track the footwork. …”
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DiffusionBAS: Estimating Camera External Orientation Through Diffusion Process by V. V. Kniaz, V. V. Kniaz, T. N. Skrypitsyna, V. A. Knyaz, V. A. Knyaz, S. Yu. Zheltov

“…Therefore, an automatic 2D-to-3D reconstruction that can assists architecture historians in process of restoration of original 3D shape of a lost site of culture heritage is required. …”
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THE PLACE AND ROLE OF KYRGYZSTAN IN THE DEVELOPMENT OF THE EURASIAN ECONOMIC UNION by V. V. Perskaya

“…It reveals the importance of Kyrgyzstan’s participation in the Eurasian Economic Union based on the preservation of national statehood and sovereignty in the domestic and foreign policy and the synchronized government regulation of the investment and business environment within the Eurasian Economic Union.In pursuing its national interests, Kyrgyzstan is trying to carry out a targeted balanced multi-vector foreign policy. At the same time Kyrgyzstan’s foreign policy activities commensurate with its own potential and involvement in the world process. …”
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On the tracks of an uninvited guest, the Asian tiger mosquito, Aedes albopictus in Cyprus by Riccardo Piccinno, Giulia Fiorenza, Marlen Ines Vasquez, Jeremy Bouyer, Gregoris Notarides, Ludvik Marcus Gomulski, Soteris Meletiou, Mustafa Akiner, Antonios Michaelakis, Federico Forneris, Giovanni Maga, Giuliano Gasperi, Anna Rodolfa Malacrida

“…Cyprus remained free of Ae. albopictus until October 2022, when specimens were recorded for the first time in Limassol district, including the port area. Understanding the processes associated with the introduction, expansion and establishment of this vector in Cyprus is of primary importance to mitigate its dispersal on the island, and to implement control methods to prevent disease outbreaks. …”
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Model of Optimization of Process Parameters for Machining of Separate Design Elements of the Product by Gulnara Zhetessova, Irina Khrustaleva, Viacheslav Shkodyrev, Olga Zharkevich, Aliya Kanatova, Murat Kozhanov, Gulim Tattimbetova, Gulnur Abdugaliyeva

“…Processing of individual design elements of the product is a structurally complex process, which is a clear sequence of actions characterized by a set of parameters. …”
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Understanding the flowering process of litchi through machine learning predictive models by SU Zuanxian, NING Zhenchen, WANG Qing, CHEN Houbin

“…And the characteristic features screened out were helpful to understand the complex influence of external meteorological factors on the flowering process.…”
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