Applying Different Independent Component Analysis Algorithms and Support Vector Regression for IT Chain Store Sales Forecasting by Wensheng Dai, Jui-Yu Wu, Chi-Jie Lu

“…Independent component analysis (ICA) is a novel feature extraction technique and has been widely applied to deal with various forecasting problems. …”
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PlutoNet: An efficient polyp segmentation network with modified partial decoder and decoder consistency training by Tugberk Erol, Duygu Sarikaya

“…Another challenge with these models is that they are computation and memory intensive, which can pose a problem with real‐time applications. To address these problems, PlutoNet is proposed for polyp segmentation which requires only 9 FLOPs and 2,626,537 parameters, less than 10% of the parameters required by its counterparts. …”
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Security anomaly detection for enterprise management network based on attention mechanism by Zhaohan You, Yucai Zheng

“…This method combines spatial convolutional network and gating mechanism, which are used to extract spatial features from enterprise management network security data and learn non-local interaction relationships between features. …”
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Multibranch semantic image segmentation model based on edge optimization and category perception. by Zhuolin Yang, Zhen Cao, Jianfang Cao, Zhiqiang Chen, Cunhe Peng

“…To address the above problems, we propose an edge optimization and category-aware multibranch semantic segmentation network (ECMNet). …”
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A Drug-Target Interaction Prediction Method Based on Attention Perception and Modality Fusion by PENG Yang, ZHU Xiaofei, HU Dongdong

“…For protein branches, a separate encoding module was employed to extract the global and local features of the protein. In order to model the relationship between drugs and targets more accurately, a Transformer-based module was designed to fuse drug and target features. …”
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Improved Asynchronous Federated Learning for Data Injection Pollution by Aiyou Li, Huoyou Li, Yanfang Liu, Guoli Ji

“…In view of the problems of data pollution, incomplete feature extraction, and poor multi-network parameter sharing and transmission under the federated learning framework of deep learning, this article proposes an improved asynchronous federated learning algorithm of multi-model fusion based on data injection pollution. …”
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PRODUCT QUALITY IN THE AGRARIAN ECONOMY OF ARTIFICIAL INTELLIGENCE: MEASURING AND MANAGEMENT WITH THE HELP OF MANAGEMENT INFORMATION SYSTEMS by Farxod T. Abduvaxidov, Erkin S. Shadmanov, Irina I. Saenko, Kirill Y. Tikhomirov, Tatevik A. Mkrtchyan

“…We analysed and systematised features of implementing AI in this sphere in China, Taiwan, and countries of Africa and demonstrated advantages and threats that are connected with an adaptation of various digital and technical solutions to the given problems. …”
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Analog Circuits Fault Diagnosis Using ISM Technique and a GA-SVM Classifier Approach by Sabah Kouachi, Nacerdine Bourouba, Kamel Mebarkia, Imad Laidani

“… This present work aims to contribute to the solution of the problems encountered in electronic circuits fault diagnosis. …”
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Theoretical aspects of financial policy of a banking institution by Ya.A. Hladyshchuk

“…The article is devoted to the study of the theoretical foundations of financial policy and its features at different levels of the financial system. …”
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Analysis of the level of agricultural development in the Stavropol Territory and the main directions of its improvement by P. A. Chadalova, E. A. Astakhova, E. I. Krivokora, A. Yu. Kalnaya

“…Agriculture, despite its strategic role in the economy, is characterized by a number of problems, the features of which largely depend on the specifics and conditions of a particular territory both at the state level and at the level of a particular region. …”
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Main classification systems of personal mobility equipment analysis by V. V. Donchenko, V. A. Kupavtsev

“…The authors analyze the main classification systems of PME and determine the possibilities of their application for the subsequent solution of related problems that arise when driving PME in an urban environment.Conclusion. …”
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Tax Challenges Arising from the Digitalisation of the Economy: The Development of the OECD Project and Possible Implementation in Russia by K. Ponomareva

“…The digitalisation of the economy has created a number of complex problems in the area of taxation. A majority of these problems relate to the issue of the distribution of taxing rights between states in the context of taxing income received as a result of crossborder activities. …”
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ATHEMATICAL MODEL FOR THE OPTIMISATION OF HIERARCHICAL MULTI-LEVEL PRODUCTION SYSTEMS by Yu. V. Minaeva

“…The use of a single integral optimisation criterion for several problems allows the strong interrelationships between individual tasks to be taken into account. …”
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Clarkson’s Inequalities for Periodic Sobolev Space by I.V. Korytov

“…Therefore, fundamental features, such as uniform convexity, should be proved for being further used in extremum problems solving. …”
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Scientific objectives of research on road machines life cycle in modern conditions by S. A. Evtiukov, S. V. Repin, S. M. Grushetskii, G. A. Kаrro

“…Some ways are proposed for solving scientific problems, taking into account the modern features of the road machines operations for the construction, reconstruction, repair and maintenance of roads, which allows scientists, especially the young ones, to more accurately and correctly formulate their scientific problems when setting them at the beginning of the research in this area.…”
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Immunophenotype and metabolism are linked in peripheral blood neutrophils from patients with kidney cancer by A. A. Savchenko, A. G. Borisov, I. V. Kudryavtsev, I. I. Gvozdev, A. V. Moshev

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GANs for data augmentation with stacked CNN models and XAI for interpretable maize yield prediction by Ishaan Seshukumar Pothapragada, Sujatha R

“…A robust maize yield prediction framework is proposed to counter major problems predominantly present in Agri-tech analytics, like scarcity of data, class imbalance, redundant features, and model interpretability. …”
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Parthenius, Erotica Pathemata 26 e la storiografia locale milesia. Riflessioni sulle annotazioni al codice Palatinus Heidelbergensis gr. 398 by Marina Polito

“…It further systematically examines some characteristic features of the annotation work with the aim of a historiographical reading of the phenomenon. …”
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Verbs with Prefix po- in Russian Dialects of Amur Region by V. T. Sadchenko

“…It is concluded that the group of Russian dialects of the Amur region is characterized by agglutination with the prepositive prefix po-. Addressing the problems of verbal prefixation in dialects of secondary formation, localized on a vast territory of late settlement, can contribute to a wider involvement of dialect material to illustrate the controversial provisions of prefixology in modern Russian, as well as to identify the features of the verbal derivation of the Russian language in the aspect of its regional existence.…”
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A case of paralytic dementia in neurosyphilis: a clinical observation by V. A. Chinarev, E. V. Malinina, M. D. Obukhova

“…The article discusses the problems of timely diagnosis, clinical features and treatment of progressive paralysis as a variant of delayed complication of neurosyphilis. …”
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