Methodology of evaluation and correction of geometric data topology in QGIS software by Anita Kukulska, Tomasz Salata, Katarzyna Cegielska, Marta Szylar

“…However, the process of generating vector models poses a risk of appearing defects of different types. …”
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Stock Price Prediction Based on Natural Language Processing1 by Xiaobin Tang, Nuo Lei, Manru Dong, Dan Ma

“…This study designs a new text mining method for keywords augmentation based on natural language processing models including Bidirectional Encoder Representation from Transformers (BERT) and Neural Contextualized Representation for Chinese Language Understanding (NEZHA) natural language processing models. …”
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MODELING OF BUSINESS PROCESSES FOR MANAGING INTEGRATIVE DIGITAL DEVELOPMENT OF ENTERPRISES by Оlena V. Vynogradova, Svitlana V. Lehominova, Aliona Yu. Goloborodko, Tetiana I. Nosova

“…The fundamental methods for modeling business process flows using mathematical and analytical tools, specifically a system of differential equations with defined initial conditions, have been substantiated, enabling the integral assessment of enterprise business process modeling. …”
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THE TASK OF MINIMAX ADAPTIVE MANAGEMENT OF INNOVATIVE PROCESSES AT AN ENTERPRISE WITH RISK ASSESSMENT by Vitalina Babenko, Elena Alisejko, Zoya Kochuyeva

“…The subject matter of the article is a discrete dynamic system that consists of an object whose dynamics is described by a vector linear discrete recurrent relation and is affected by control parameters (managements) and uncontrolled parameters (the vector of risks or interference). …”
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Analysis of Community Sentiment Towards Free Nutrition Meal Programs on Twitter Using Naïve Bayes, Support Vector Machine, K-Nearest Neighbors, and Ensemble Methods by Gresensia Rosadelima Ati, Putri Taqwa Prasetyaningrum

“…Data of 1500 tweets was collected through the scraping process using Python. The sentiment in the tweets is classified into three categories: positive, negative, and neutral. …”
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STRUCTURE OF THE ORGANIZATIONAL STRUCTURE OF THE ENTERPRISE ACCORDING TO A PROCESS-ORIENTED APPROACH IN THE CONDITIONS OF DIGITALIZATION by Viktor V. Buleіchenko, Valentyna A. Pavlova

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Blind HDR image quality assessment based on aggregating perception and inference features by Donghui Wan, Xiuhua Jiang, Qiangguo Yu

“…To address this, we propose a novel blind IQA method tailored specifically for HDR images, which incorporates both the perception and inference processes of the human visual system (HVS). Our approach begins with multi-scale Retinex decomposition to generate reflectance maps with varying sensitivity, followed by the calculation of gradient similarities from these maps to model the perception process. …”
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Novel machine learning approach for enhanced smart grid power use and price prediction using advanced shark Smell-Tuned flexible support vector machine by Yuwei Duan, Zihan Xu, Huiyi Chen, Yue Wang

“…The quality and consistency of data are enhanced via the processes of cleaning and normalizing inputs. PCA reduces dimensionality by extracting pre-processed data characteristics. …”
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TcCARP3 modulates compartmentalized cAMP signals involved in osmoregulation, infection of mammalian cells, and colonization of the triatomine vector in the human pathogen Trypanoso... by Joshua Carlson, Milad Ahmed, Riley Hunter, Syeda Farjana Hoque, Joshua B. Benoit, Miguel A. Chiurillo, Noelia Lander

“…Moreover, our data unequivocally demonstrates that TcCARP3 is required for essential cellular processes, such as response to osmotic stress, host cell invasion, intracellular replication, and the ability to colonize the hindgut of the triatomine vector. …”
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Potential Aphid (Hemiptera: Aphididae) Vectors of Plum-pox Virus (Virus:Potyviridae) and Status of Sharka Disease in Stone Fruit Orchards in the East Mediterranean Region of Turkey by Melike Yurtmen, Hakan Fidan, Adalet Hazır

“…The aim of the study was to determine the potential aphid vectors of the quarantine pathogen PPV (plum pox virus, family Potyviridae) that causes serious yield losses. …”
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Snow Depth Retrieval Using Sentinel-1 Radar Data: A Comparative Analysis of Random Forest and Support Vector Machine Models with Simulated Annealing Optimization by Yurong Cui, Sixuan Chen, Guiquan Mo, Dabin Ji, Lansong Lv, Juan Fu

“…Snow plays a crucial role in global climate regulation, hydrological processes, and environmental change, making the accurate acquisition of snow depth data highly significant. …”
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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

“…Of the sub-sample of An. gambiae s.l. processed by PCR, 79.0% (n = 1291/1635) were An. coluzzii and the remaining were Anopheles gambiae s.s. …”
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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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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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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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