Predicting Drug–Side Effect Relationships From Parametric Knowledge Embedded in Biomedical BERT Models: Methodological Study With a Natural Language Processing Approach by Woohyuk Jeon, Minjae Park, Doyeon An, Wonshik Nam, Ju-Young Shin, Seunghee Lee, Suehyun Lee

“…These results highlight the utility of natural language processing–based approaches for predicting and managing ADR.…”
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Quantitative evaluation of tight gas reservoir classification based on analytic hierarchy process: A case study of Penglaizhen Formation gas reservoir in Xinchang Gas Field by ZHOU Feng,HUANG Shilin,LI Xiaoming,LIAO Kaigui,LI Yong

“…Addressing the challenges inherent in evaluating tight sandstone gas reservoirs—such as numerous influencing factors, ambiguous controlling factors, unknown parameter sensitivity, and unquantified evaluation indices—this study develops a quantitative analysis model using the analytic hierarchy process（AHP）. This approach simplifies complex issues and quantifies qualitative aspects, facilitating a more structured evaluation. …”
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CONCEPT OF FINANCIAL FLOW MANAGEMENT OF ENTERPRISE CORPORATE SECURITY SYSTEM by Olena Sergienko, Nataliia Volosnikova, Natalia Reshetniak, Maryna Mashchenko, Valeria Baranova

“…It is confirmed that modeling of financial resources of integrated logistics processes makes it possible not only to form the optimal vector of strategic goals of the multi-purpose model of integrated logistics processes but also to identify the interconnection between the composition and volume of incoming and outgoing financial flows of all enterprise integrated processes. …”
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Dynamic critical behavior of the chiral phase transition from the real-time functional renormalization group by Johannes V. Roth, Yunxin Ye, Sören Schlichting, Lorenz von Smekal

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PECULIARITIES OF THE VECTORS OF POST-CRISIS FOREIGN DIRECT INVESTMENT IN THE ASIA-PACIFIC REGION by V. V. Perskaya, E. P. Dzhagityana

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Classical Gasses with Singular Densities by Luca Di Persio, Yuri Kondratiev, Viktorya Vardanyan

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Vectorized building rooftop prints of the Qinghai-Tibetan Plateau and its neighboring regions by Tao Ye, Hongyu Shan, Jidong Wu, Qiang Zhou, Mingfu Ma, Wenzhi Zhao, Ru Ya, Yuan Gao, Lizheng Wu

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Application of stochastic methods, wavelet transformations and support vectors for the study of electroencephalogram signals by Veronika V. Tolmanova, Denis A. Andrikov

“…This study explores the application of modern data processing methods - wavelet transformation, stochastic methods, and Support Vector Machine (SVM) - on real electroencephalogram (EEG) signals from open databases. …”
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Modeling engineering of therapeutic education approaches for diabetic patients and quality of the support and human resources management process : Towards a new challenge in the ma... by Jamila Essellouti, Mustapha Bassiri, Malika Tridane, Said Belaaouad

“…The modeling engineering of psychotherapeutic approaches to diabetic patients has a positive impact on the quality of the support process and organizational, personal and professional development, in the sense that the education and neuro-educational training project constitutes a powerful human resources management vector.The research would attempt to analyze therapeutic education models and corresponding health promotion approaches, as well as the identification of methods and techniques used in health practiceAs a result, the quality of the neuro-educational approaches is the guarantor of the effectiveness of the recommended support system. …”
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Precision tools for the simulation of double-Higgs production via vector-boson fusion by Barbara Jäger, Alexander Karlberg, Simon Reinhardt

“…A new implementation of the process is developed in the framework of the POWHEG BOX program that can be used to provide predictions at the next-to-leading order (NLO) of QCD matched to parton showers (PS). …”
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Integrative management model is a vector for improving customs authorities service activities by I. Yu. Sofiyannikova

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Anomalous Propagation Echo Classification of Imbalanced Radar Data with Support Vector Machine by Hansoo Lee, Eun Kyeong Kim, Sungshin Kim

“…A number of technologically advanced devices, such as radars and satellites, are used in an actual weather forecasting process. Among these devices, the radar is essential equipment in this process because it has a wide observation area and fine resolution in both the time and the space domains. …”
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Main vectors in the pedagogical training of residents and postgraduate students of a medical university by N. P. Vanchakova, E. A. Vatskel, V. A. Denishenko

“…Analysis of pedagogical training vectors for residents at the Pavlov First Saint Petersburg State Medical University showed that the training program includes following vectors: development of pedagogical competencies for work in “school for patients” and psychological and pedagogical support in the process of diagnosis, treatment, rehabilitation; ensuring the preservation of the patient dignity; facilitating patient-­centered care. …”
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RECYCLING - VECTOR OF THE CIRCULAR ECONOMY. SYSTEM ANALYSIS FROM THE BOTTLENECK THEORY PERSPECTIVE by Elena Mihaela ILIESCU, Mirela-Cristina VOICU

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Convergence Theorems for m-Coordinatewise Negatively Associated Random Vectors in Hilbert Spaces by Lyurong Shi

“…In this study, some new results on convergence properties for m-coordinatewise negatively associated random vectors in Hilbert space are investigated. The weak law of large numbers, strong law of large numbers, complete convergence, and complete moment convergence for linear process of H-valued m-coordinatewise negatively associated random vectors with random coefficients are established. …”
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Using machine learning to understand microgeographic determinants of the Zika vector, Aedes aegypti. by Jagger Alexander, André Barretto Bruno Wilke, Alejandro Mantero, Chalmers Vasquez, William Petrie, Naresh Kumar, John C Beier

“…In this research, Aedes aegypti, the primary vector of Zika virus, are studied to examine neighborhood-level differences in their population dynamics and underlying processes. …”
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Unveiling the hemolymphatic miRNome composition of the schistosomiasis vector snail Biomphalaria glabrata by Sarah Dametto, Benjamin Gourbal, Cristian Chaparro, Silvain Pinaud, David Duval

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Application of support vector machine system introducing multiple submodels in data mining by Weinan Tang

“…Therefore, people need to use effective means to process information. For large-scale data mining problems, a clustering-based kernel matrix inner product filtering method is introduced to decompose the original quadratic programming problem into multiple sub-problems to support parallel training. …”
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An UWB LNA Design with PSO Using Support Vector Microstrip Line Model by Salih Demirel, Filiz Gunes, A. Kenan Keskin

“…A rigorous and novel design procedure is constituted for an ultra-wideband (UWB) low noise amplifier (LNA) by exploiting the 3D electromagnetic simulator based support vector regression machine (SVRM) microstrip line model. …”
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Talent identification in soccer using a one-class support vector machine by Jauhiainen S., Äyrämö S., Forsman H., Kauppi J-P.

“…According to our results, the proposed approach could be useful to support decision-makers in the process of talent identification.…”
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