Context-dependent similarity searching for small molecular fragments by Atsushi Yoshimori, Jürgen Bajorath

“…Context-dependent similarity assessment is based on vector embeddings as fragment representations generated using neural networks. …”
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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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ESG Integration in the Light of Regression Analysis by P. I. Sevostyanov, Z. V. Bogaturiya

“…The results of the analysis are demonstrated, they show the impact of ESG factors on company capitalization and it can explain the vector of their advance into corporate strategies. …”
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Performance Analysis of Gray-Coded DP-16QAM MIMO-FSO Systems With Coherent Detection and DSP Techniques by Zinegnaw Libisework Gelaw, Pushparaghavan Annamalai, Hailu Dessalegn Ayalew

“…The performance of the system is evaluated by constellation diagrams, RF and optical power spectra, bit error rate (BER), and error vector magnitude (EVM). It is observed that before DSP, the constellation diagrams are distorted, whereas after DSP, distinct constellation symbols are observed. …”
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Photonics-Based Broadband RF Spectrum Measurement With Sliced Coherent Detection and Spectrum Stitching Technique by Guangyu Gao, Lihua Lei

“…A novel photonics-based channelization approach is proposed for broadband radio frequency (RF) spectrum measurement with a single optical frequency comb, sliced coherent detection (SCD), and improved fast fourier transform-based digital signal processing. Through SCD, channel estimation and spectrum stitching, a broadband and complex RF spectrum can be detected and reconstructed with vector information in a high fidelity. …”
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Lightweight opportunistic routing forwarding strategy based on Markov chain by Feng LI, Ya-li SI, Zhen CHEN, Li-min SHEN

“…A lightweight opportunistic routing forwarding strategy (MOR) was proposed based on Markov chain.In the scheme,the execute process of network was divided into a plurality of equal time period,and the random encounter state of node in each time period was represented by activity degree.The state sequence of a plurality of continuous time period constitutes a discrete Markov chain.The activity degree of encounter node was estimated by Markov model to predict its state of future time period,which can enhance the accuracy of activity degree estimation.Then,the method of comprehensive evaluating forwarding utility was designed based on the activity degree of node and the average encounter interval.MOR used the utility of node for making a routing forwarding decision.Each node only maintained a state of last time period and a state transition probability matrix,and a vector recording the average encounter interval of nodes.So,the routing forwarding decision algorithm was simple and efficient,low time and space complexity.Furthermore,the method was proposed to set optimal number of the message copy based on multiple factors,which can effectively balance the utilization of network resources.Results show that compared with existing algorithms,MOR algorithm can effectively increase the delivery ratio and reduce the delivery delay,and lower routing overhead ratio.…”
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A New Feature Extraction Technique Based on 1D Local Binary Pattern for Gear Fault Detection by Zrar Kh. Abdul, Abdulbasit Al-Talabani, Ayub O. Abdulrahman

“…Vibration signals of a rotating machine with normal, break, and crack gears are processed for feature extraction. The extracted features from the original signals are utilized as inputs to a classifier based on k-Nearest Neighbour (k-NN) and Support Vector Machine (SVM) for three classes (normal, break, or crack). …”
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Perspectives de développement du tourisme culturel entre l’Égypte et les pays d’Afrique subsaharienne by Éric BOUBA DEUDJAMBÉ

“…The enhancement of cultural and natural assets is a vector for sustainable development. The countries of Africa, and more particularly those of sub-Saharan Africa, are currently looking to revitalise their cooperation with European countries by promoting their heritage and setting up management and protection systems and accompanying measures. …”
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Distinguishing Characteristic of the Industrial Development of the South of Russia (Kuban and Stavropol) at the Turn of the 1920-1930s by D. A. Salfetnikov

“…It is proved that the industrial enterprises of Stavropol and, especially, Kuban were distinguished by a multi-vector application and development of their production potential, despite the pronounced agrarian dominant in the economy of these regions.…”
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Formation of legal awareness of professional competence as a component of pharmaceutical workers in the European Union (Czech experience) by I. M. Alyeksyeyeva, M. S. Ponomarenko, O. G. Aleksyeyev, A .S. Solovyov, Yu. M. Grygoruk

“…The chosen topic is relevant due to the proclamation of vector of Ukraine's accession to the EU on the state level. …”
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Work of Teacher with Parents in Conditions of Inclusive Education by V. V. Khitryuk, M. G. Sergeyeva, N. L. Sokolova

“…The research urgency is caused by heterogeneity and polysubjectness ща inclusive educational space that form “the other” relationship between the parties in quality and vector direction. Special attention is given to identifying and testing new forms and technologies of interaction of the teacher with students’ parents. …”
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Design on a Hybrid Drive Feeding Mechanism of High-speed Industrial Sewing Machine by Zheng Ji, Qiu Weiming, Cui Lintao, Ke Xianglin, Yang Shu

“…In this study, the closed vector method is used to analyze the kinematics of the hybrid drive feeding mechanism, and the functional relationship between the tooth trajectory and the rotation angles of the drive motors is derived. …”
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Fundamentals of Industrial Strategizing: Formation of the Concept by N. I. Sasaev

“…In this context, the choice and justification of the long-term vector and the object development trajectory, which corresponds to the process of developing and further implementing the strategy, acquires the highest importance.   …”
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All-optical memory based on surface plasmons and Kerr-type nonlinear cavity by Dariush Jafari, Mohammad Danaie

“…Detailed analysis of Poynting vector distributions reveals how plasmonic nanocavity resonances facilitate optical bistability, providing critical insights into the operational mechanism. …”
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A Deep Learning Approach for a Source Code Detection Model Using Self-Attention by Yao Meng, Long Liu

“…The discriminative model identifies the code clone depending on the vectors generated by the presentation model. Our proposed model retains both the syntactics and semantics of the source code in the process of encoding, and the self-attention algorithm makes the classifier concentrate on the effect of key statements and improves the classification performance. …”
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Étude par simulation à base d’agents des effets des discontinuités intra-urbaines à Delhi sur la dispersion des moustiques Aedes aegypti, vecteurs de la dengue, de la fièvre jaune,... by Somsakun Maneerat, Éric Daudé

“…In order to fight against the transmission of dengue, yellow fever, chikungunya and Zika viruses, significant resources were allocated to the process of restricting the propagation of their main vector, the Aedes aegypti mosquito. …”
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Sql injection detection using Naïve Bayes classifier: A probabilistic approach for web application security by Lu Zhexi

“…This collection of attributes is employed to generate a feature vector that serves as the input for the Naive Bayes classification algorithms. …”
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An Ensemble-Based Approach for Detecting Clickbait in Indonesian Online Media by Sandy Kurniawan, Adhe Setya Pramayoga, Yeva Fadhilah Ashari

“…The dataset consists of labeled clickbait and non-clickbait headlines in Bahasa Indonesia, which were processed and represented using TF-IDF vectorization. …”
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Production machines maintenance based on digitalization by A. K. Tugengold, R. N. Voloshin, A. R. Yusupov, T. N. Kruglova

“…A mathematical method is used to describe the digital image vector and the control system algorithm.Research Results. …”
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