New opportunities of the domestic universal classifications (LBC case) by N. Yu. Sokolova

“…The article deals with the problem of further development of the library-bibliographic classification (LBC), in particular, the issue of methodological development of Department 1 «General scientific and interdisciplinary knowledge». …”
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Research on Key Issues of Functioning Domain Knowledge Representation Based on ICF by Xiaohua LIN, Danhong LIN

“…Functioning is the core content which is highly regarded by patients and medical intervention in rehabilitation clinical practice. International Classification of Functioning, Disability and Health (ICF) has built a description framework of functioning, and becomes the effective basis of functioning domain knowledge representation. …”
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Controversial issues of nomenclature and terminology of calcium pyrophosphate crystal deposition disease by M. S. Eliseev, E. L. Nasonov

“…Sitaj of radiological signs of cartilage calcification, and the subsequent appearance of the terms “pseudogout” and chondrocalcinosis, up to the present time, the issue of standardization of terms and concepts related to the disease of conditions and symptoms has not been resolved. …”
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CLASSIFICATION OF TASKS FOR GROUP ROBOTICS FOR METHODS LABOR DIVISION by V. I. Petrenko, F. B. Tebueva, V. O. Antonov

“…In the process of studying the literature on this issue, a pool of tasks obtained that solve certain methods. …”
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Histopathological evaluation and grading for prostate cancer: current issues and crucial aspects by Vittorio Agosti, Enrico Munari

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Modern biological/biotechnological medicinal products. Topical issues and prospects for development by Yu. V. Olefir, N. V. Medunitsyn, Zh. I. Avdeeva, A. A. Soldatov, A. A. Movsesyants, V. A. Merkulov, V. P. Bondarev

“…The review provides with the information, related to the development, research and registration of new biological preparations, including the issues of terminology and classification. It also highlights the issues of and prospects for genetically engineered drugs, specific aspects of comparative studies to prove the similarity of a biosimilar and the original (reference) medicine, clinical use and interchangeability of preparations, prospects for the development of biotechnological medicines, expert evaluation of the quality of biological/ biotechnological medicines, modern methods of immunotherapy of allergic diseases by recombinant medicines, as well as the issues of cell technology and tissue engineering. …”
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Secure Medical Image Sharing: Technologies, Watermarking Insights, and Open Issues by Sawsan D. Mahmood, Fadoua Drira, Hussain Falih Mahdi, Adel M. Alimi

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The Concept of Costs In Management Accounting and the Importance of Cost Classification by Altynbekov M. A., Aitkhozhina A. E., Mikhailina I. N.

“…The article is devoted to the issues of accounting for production costs and grouping costs. …”
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TOPICAL ISSUES OF DIAGNOSIS AND TREATMENT OF INFERTILITY IN WOMEN WITH INTERNAL GENITAL ENDOMETRIOSIS by A. M. Medzhidova, A. E. Esedova

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ENSEMBLE CNN WITH ADASYN FOR MULTICLASS CLASSIFICATION ON CABBAGE PESTS by Nabila Ayunda Sovia, Ni Wayan Surya Wardhani

“…Image classification is a complex process influenced by various factors, one of which is the amount of image data. …”
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Text classification model based on GNN and attention mechanism by ZENG Shuifei, MENG Yao, LIU Jing

“…Addressing the issue of low classification accuracy raised by the poor performance of the model, which is caused by the difficulty in learning from dynamic aggregation unknown neighboring nodes of graph data and insufficient fusion of semantic features, a model named graph attention text classification(GATC) based on graph neural network (GNN) and attention mechanism was proposed. …”
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Adaptive feature interaction enhancement network for text classification by Rui Su, Shangbing Gao, Kefan Zhao, Junqiang Zhang

“…Abstract Text classification aims to establish text distinctions, which face difficulty in capturing global text semantics and local details. …”
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Performance of classification criteria for Behcet's disease in an Egyptian cohort by Mohamed Ahmed Hussein, Mona I Ellawindi, Gaafar Ragab

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Classification of User Behavior Patterns for Indoor Navigation Problem by Aleksandra Borsuk, Andrzej Chybicki, Michał Zieliński

“…The developed model achieved 75% accuracy for individual activity type classification within one-second time windows, and 98.6% for full-sequence classification through majority voting. …”
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Deep learning based agricultural pest monitoring and classification by Stella Mary Venkateswara, Jayashree Padmanabhan

“…Abstract Precise pest classification plays an essential role in smart agriculture. …”
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Comparative Study of Deep Learning-Based Sentiment Classification by Seungwan Seo, Czangyeob Kim, Haedong Kim, Kyounghyun Mo, Pilsung Kang

“…However, one practical issue occurring in deep-learning-based sentiment classification is that the best model structure depends on the characteristics of the dataset on which the deep learning model is trained; moreover, it is manually determined based on the domain knowledge of an expert or selected from a grid search of possible candidates. …”
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Classification of skin diseases with deep learning based approaches by Merve Okumuş Sarı, Kübra Keser

“…In the study, which focused on the classification of 3 different skin diseases, the Relief algorithm was used to increase the classification success and to ensure the selection of more meaningful qualities. …”
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Improving Automatic Migraine Classification Performance with Naive Bayes by Arzum Karataş

“…Given that over 20% of Turkey's population suffers from migraines, our study concentrated on the same issue to enhance classification performance in terms of accuracy and training time. …”
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Acquiring complex concepts through classification versus observation by Daniel Corral, Shana K. Carpenter

“…However, although subjects showed clear evidence of learning and transfer, posttest performance did not differ between classification and observation training. Critically, various learning theories and principles (e.g., retrieval practice, generation, active learning) predict a classification advantage. …”
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CLASSIFICATION OF NON-CORONARY HEART DISEASES. POINT OF VIEW by O. V. Blagova, A. V. Nedostup

“…Until recently, there is no unified official classification in Russia, and there are various in use for practical and scientific purposes: American (2006), European (2008) and the latest issue by Paleev N.R. and Paleev F.N. (2008). …”
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