Research on Partial Least Squares Method Based on Deep Confidence Network in Traditional Chinese Medicine by Wang-ping Xiong, Tian-ci Li, Qing-xia Zeng, Jian-qiang Du, Bin Nie, Chih-Cheng Chen, Xian Zhou

“…This method mainly uses the deep learning model to extract the upper-level features of the original data, putting the extracted features into the partial least squares model for multiple linear regression and evading the problem that selects the number of principal components, continuously adjusting the model parameters until satisfied well-pleased accuracy condition. …”
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An improved bistable stochastic resonance method and its application in early bearing fault diagnosis by Yonghui Zhao, Anqi Jiang, Wanlu Jiang, Enyu Tang, Xu Jiang, Xiaoyang Gu

“…Abstract In the field of bearing fault diagnosis, the phenomenon of stochastic resonance (SR) has been proven to effectively utilize noise to enhance weak features of early faults. The classical bistable stochastic resonance (CBSR) model, as one of the most widely applied SR methods, faces limitations in feature enhancement due to the complexity of parameter tuning and the issue of output saturation. …”
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Levels of Representation of the Computing Process and Workload on LAN by O. M. Demidenko

“…Classification of types of workload is presented. A solution to the problem of the rigid dependence of the research results on the features of the architecture of the applied equipment is proposed.…”
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ABORIGINE CULTURAL LANDSCAPES OF THE RUSSIAN NORTH AS HERITAGE OBJECTS by Tatiana Krasovskaya

“…The paper presents a problem of preservation of cultural landscapes of indigenous peoples as a part of national cultural heritage of Russia. …”
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ON THE STRATEGIC APPROACH IN ECONOMIC DEVELOPMENT OF ENTERPRISES by Malvina Gyulnezerova

“…The article is devoted the problem of determination and selection of development strategies of modern enterprises operating in an unstable economic development. …”
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EFFICACY AND SAFETY IN THERAPY OF EPILEPSY IN ELDERLY by L. V. Lipatova

“…Principles of rational therapy of epilepsy in elderly with due account the physiological features, comorbidity and co-medication are discussed.…”
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A framework for IoT and Blockchain Based on Marketing Systems with an Emphasis on Big Data Analysis by Alireza Aliahmadi, Hamed Nozari, Javid Ghahremani-Nahr

“…Despite all the positive features of IoT-based smart marketing and the presence of big data, the disclosure of private information is the main problem. …”
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Hybrid CNN-based Recommendation System by Muhammad Alrashidi, Roliana Ibrahim, Ali Selamat

“… Recommendation systems are now being used to address the problem of excess information in several sectors such as entertainment, social networking, and e-commerce. …”
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A Deep Neural Network Framework for Dynamic Two-Handed Indian Sign Language Recognition in Hearing and Speech-Impaired Communities by Vaidhya Govindharajalu Kaliyaperumal, Paavai Anand Gopalan

“…In order to improve both model generalization and image quality, preprocessing is applied to images prior to prediction, and the proposed dataset is organized to handle multiple dynamic words. Feature graining is employed to obtain local features, and the ViT transformer architecture is then utilized to capture global features from the preprocessed images. …”
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Analyses of poverty indicators using PPI methodology by T. Merkulova, D. Kosiashvili

“…It is well-known poverty has various forms and national and cultural features, that should be taken into account when solving the poverty problem. …”
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Using pseudo-AI submissions for detecting AI-generated code by Shariq Bashir

“…Previous studies have explored ways to detect AI-generated text, such as analyzing structural differences, embedding watermarks, examining specific features, or using fine-tuned language models. However, certain techniques, like prompt engineering, can make AI-generated code harder to identify.MethodsTo tackle this problem, this article suggests a new approach for instructors to handle programming assignment integrity. …”
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Interconnection of polycultural and inclusive education on the example of the USA by Inna Stanislavovna Bessarabova, Ekaterina Sergeevna Kurysheva

“…The purpose of the research was to characterize the common features of multicultural and inclusive education on the example of the United States. …”
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SMM for Promoting Healthy Eating: Bibliometric Analysis

“…The systematization of literary sources and approaches to solving the problem of promoting healthy eating has led to a significant increase in attention to interactive marketing strategies in recent years. …”
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A study on in-depth perception of customer behavior in digital business halls based on multimodal data integration by Wei Cui, Bo Chen, Wei Ge

“…Abstract To solve the problem of ineffective extraction of advanced features that reflect the essence of customer behavior and enhance customer stickiness. …”
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SDFA-Net: Synergistic Dynamic Fusion Architecture With Deformable Attention for UAV Small Target Detection by Yunsong Qi, Hengwei Cao

“…Second, the dynamic attention interaction mechanism (attention) is used to replace the traditional Attention-based Intrascale Feature Interaction (AIFI) module, which effectively alleviates the computational complexity problem and strengthens the feature interaction efficiency. …”
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Ethnic Enclave as Social and Economic Phenomenon in Today’s Russia by T. A. Bazhan

“…Different approaches to understanding the enclave and its characteristics were analyzed; conditions of enclave forming in view of current migration situation and specific features of economic, political and socio-cultural development of our society were investigated and the problem of the enclave in connection with risks and threats caused by its existence were studied. …”
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Rolling window for detecting multiple Chan signatures to diagnose excessive water production by Ahmed MohamedSalih Musa Hamdoon, A. P. Mohammed Abdalla Ayoub Mohammed, A. P. Khaled Abdalla Elraies

“…Chan identified various distinct water problem patterns exhibited by wells during their production lifecycle based on slope features: Constant water-oil ratio (WOR), Normal Displacement, Coning, Channeling, depletion, and Multilayer Channeling. …”
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Phrasebook in Text Typology: a Type of Textbook or an Independent Type of Text? by M. A. Sokoljuk

“…The article examines the problem of determining the status of a phrasebook in the typology of text types. …”
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Method for reconstructing safety and arming motion process by integrating Kalman filter and KCF by Yinhuan Zhang, Qinkun Xiao, Xing Liu, Yongquan Wei, Jingyun Xue

“…Abstract This paper addresses the challenge of reconstructing the motion process of the safety and arming (S&A) mechanism in fuze by transforming the problem into a target detection and tracking problem. …”
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Empowering MSMEs with Data-Driven Insights: Mobile Sales Dashboard Application for MSMEs by Zalina Fatima Azzahra, Riska Yanu Fa'rifah, Syfa Nur Lathifah

“…Based on the previous problem, this study develops a mobile-based sales dashboard application to help MSMEs analyse data in real-time and improve business strategies. …”
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