Hybrid feature learning framework for the classification of encrypted network traffic by S. Ramraj, G. Usha

“…The focus of this research is to evaluate the performance of the Support Vector Machine (SVM) in classifying network packets by application type, as well as classifying the type of data communicated within an application. …”
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Multidimensional State Data Reduction and Evaluation of College Students’ Mental Health Based on SVM by Han Peiqing

“…In the experimental process, to reflect the difference in the effect of different models, various types of mathematical models were constructed for horizontal comparison; at the same time, to reflect the influence of the parameters of the same type of model, different combinations of parameters were constructed using a grid search algorithm to vertically compare the difference in the effect. …”
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Plastic Litter as Pollutant in the Aquatic Environment: A mini-review by Rifka Rimbi Anggraini, Yenny Risjani, Uun Yanuhar

“…Nowadays, the negative impact of plastic litter occurs on an ongoing basis through the food chain process which until now has not been well studied. …”
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The role of education and science in the digital transformation of society by E. D. Butenko

“…Presentation of the author’s study of analogies in the development of large-scale government projects. In the process of writing the article, economic, statistical, logical and other methods of studying, processing and summarizing information were used due to specific goals and objectives. …”
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Entrepreneurship as a Competitive Development of Vocational Education: Theory and Practice by A. G. Mokronosov, I. N. Mavrina

“…The paper considers the complex of economic processes in the sphere of the higher vocational education. …”
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Pavement condition detection using acceleration data collected by smartphones based on 1D convolutional neural network by Yudong Han, Zhaobo Li, Jiaqi Li

“…In this study, a public participation solution is proposed, and a one-dimensional convolutional neural network (1D-CNN) is introduced to directly process acceleration signals, addressing the limitations of traditional machine-learning classification methods. …”
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Active and Reactive Power Control for Wind Turbines Based DFIG Using LQR Controller with Optimal Gain-Scheduling by Ashraf Radaideh, Mu’men Bodoor, Ayman Al-Quraan

“…Active and reactive power decoupling is performed using the field-oriented vector control which is used to simplify DFIG’s nonlinearity and derive a compact linearized state-space model. …”
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Contact-Free Cognitive Load Recognition Based on Eye Movement by Xin Liu, Tong Chen, Guoqiang Xie, Guangyuan Liu

“…Algorithms for processing some features are proposed for increasing the recognition rate. …”
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Adjustment of angle error and tolerance allocation methods for RV reducers by ZHANG Bowen, ZHOU Jianxing, CUI Quanwei, LIN Kaihong, ZHOU Yadong, XU Wenqiang

“…ObjectiveAiming at the problems that angular errors in key load-bearing components such as crankshafts, cycloidal gears, and pin gear shells during processing and manufacturing lead to the reduction of transmission accuracy and stability of rotary vector (RV) reducers, an angular error adjustment method and a tolerance allocation method for RV reducers based on state space models were proposed.MethodsFirstly, taking the BX40E reducer as the research object, the error transmission chain of the reducer was constructed to illustrate the error transmission path of the RV reducer. …”
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Long Term Solar Radiation Forecast Using Computational Intelligence Methods by João Paulo Coelho, José Boaventura-Cunha

“…The point prediction quality is closely related to the model that explains the dynamic of the observed process. Sometimes the model can be obtained by simple algebraic equations but, in the majority of the physical systems, the relevant reality is too hard to model with simple ordinary differential or difference equations. …”
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Molecular dynamics simulation on glass transition temperature of isomeric polyimide

“…Non-bond energy plays an important role in glass transition process, for it has an abrupt change near Tg. The higher free volume fraction of isomeric PI can provide the polymer with more space to obtain segmental motion. …”
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An Iterative Two-Step Method using Thresholding and SVM to Segment Bones from Knee Magnetic Resonance Images by Alireza Norouzi, Narges Habibi, Zahra Nourbakhsh, Mohd Shafry Mohd Rahim

“…The post-processing step utilized a Canny edge filter and image opening to eliminate the undesired area and to more accurately extract the bone. …”
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GIS Tools for Urban Archaeology in Vienna. Site Mapping with Different Geometries by Kristina Adler-Wölfl, Roman Skomorowski

“…Geoinformation systems (GIS) can help process large and complex amounts of data and create accurate forecasts for construction projects. …”
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Ukraine-EU: economic integration strategy by Vitalina Babenko, Yana Biletska, Hanna Pelyak

“…The state and the prospects of the Ukraine’s economic integration into the EU were analyzed and the process of the Ukrainian foreign policy evolution in the European direction was studied. …”
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Unholy Epiphanies: Faith, Art and the Fractured Self in A Portrait of the Artist as a Young Man by Ioana Constandache

“…The analysis follows the way in which Joyce constructs a layered narrative discourse, which reflects a process of artistic formation marked by a tension between religious authority and creative autonomy. …”
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Influence phase of a dS observer. Part II. Electromagnetism by R. Loganayagam, Omkar Shetye

“…Further, we review and extend many properties of vector spherical harmonics(VSHs) in arbitrary dimensions, explain the relation between spherical and cartesian VSH, and derive an addition theorem for VSHs.…”
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Fuel prices and economic activity: time and frequency analysis for selected European countries by Andrzej Geise, Mariola Piłatowska

“… The effects of fuel prices on economic activity are still being investigated, as oil and gas are critical inputs in the production process. This study examines the relationship between fuel prices and macroeconomic aggregates both in the time domain and frequency domain in three selected countries of Germany and Poland as net oil importers and Norway as a net oil exporter for the period 1995Q1–2021Q3. …”
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Using deep learning artificial intelligence for sex identification and taxonomy of sand fly species. by Mohammad Fraiwan, Rami Mukbel, Dania Kanaan

“…Sandflies are vectors for several tropical diseases such as leishmaniasis, bartonellosis, and sandfly fever. …”
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Research on the correction of enclosed line diagram limiting conditions for the selection of gear transmission modification coefficients by ZHANG Wei, HOU Xiaochen, HOU Keqing

“…On this basis, the “Enclosed Diagram Software for Gear Modification Coefficient Selection V2.0” was developed using VB.NET language.ResultsThe vector enclosed line diagram was accurately drawn on the AutoCAD platform, and necessary corrections were made to the original erroneous enclosed line diagram.…”
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Multiple-Fault Diagnosis Method Based on Multiscale Feature Extraction and MSVM_PPA by Min Zhang, Zhenyu Cai, Wenming Cheng

“…In this paper, a novel method called multiscale feature extraction (MFE) and multiclass support vector machine (MSVM) with particle parameter adaptive (PPA) is proposed. …”
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