CORPORATE MANAGEMENT IN NON-PUBLIC COMPANIES UNDER THE CHANGES IN THE CIVIL CODE OF THE RUSSIAN FEDERATION by B. Batayeva

“…According to the new classification, starting from September, 1, 2014, legal entities are divided, according to membership, into unitary and corporate ones. …”
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European integration and the prospects for the Baltic states by Egidijus Vareikis

“…Consequently, the author proceeds to the elucidation of the issues due to which the identification of the geopolitical status of the Baltic States becomes problematic. …”
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Latent autoimmune diabetes in adults: current data (review of literature and own data) by N.V. Pashkovska, I.O. Tsaryk

“…According to the modern classification, LADA belongs to the autoimmune subtype of T1DM. …”
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Explainable AI for lung cancer detection via a custom CNN on CT images by Mohamed Hammad, Mohammed ElAffendi, Ahmed A. Abd El-Latif, Abdelhamied A. Ateya, Gauhar Ali, Pawel Plawiak

“…Unlike conventional methods, our approach not only achieves highly accurate classification of lung cancer subtypes but also incorporates clinically validated interpretability features to ensure alignment with medical diagnostics. …”
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A comprehensive survey on IoT attacks: Taxonomy, detection mechanisms and challenges by Tinshu Sasi, Arash Habibi Lashkari, Rongxing Lu, Pulei Xiong, Shahrear Iqbal

“…A substantial body of literature on the subject encompasses several issues and potential remedies. However, most existing research fails to offer a comprehensive perspective on attacks inside the IoT. …”
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Laparoscopic management of incisional hernia with special emphasis on intraperitoneal mesh-related complication and advantages over open method by Pankaj Saunakiya, Saurabh Purohit, Jitendra Kumar, Jatin Chauhan

“…The most popular classification is congenital, acquired, incisional, and traumatic. …”
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Land Use Functions Serve as a Critical Tool for Advancing the Settlements Quality Assessment in Traditional Villages: A Case Study of Guizhou Province by Yan Wang, An Huang, Feier Wang, Zhe Cheng, Min Wang

“…A key challenge in addressing current settlement issues is the development of a scientifically grounded assessment framework for evaluating the quality of the settlement in traditional villages. …”
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Golden eagle optimized CONV-LSTM and non-negativity-constrained autoencoder to support spatial and temporal features in cancer drug response prediction by Wesam Ibrahim Hajim, Suhaila Zainudin, Kauthar Mohd Daud, Khattab Alheeti

“…This article aims to apply the Non-Negativity-Constrained Auto Encoder (NNCAE) network to tackle these issues, enhance the adaptive search for the optimal size of sliding windows, and ensure that deep network architectures are adept at learning the vital hidden features. …”
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Clinical Decision Support System for Liver Fibrosis Prediction in Hepatitis Patients: A Case Comparison of Two Soft Computing Techniques by Shaker El-Sappagh, Farman Ali, Amjad Ali, Abdeltawab Hendawi, Farid A. Badria, Doug Young Suh

“…The two techniques achieve a classification accuracy of 93.3%. The results confirm the efficiency and effectiveness of both methods. …”
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Development characteristics and potential of fault-fracture reservoir in southwest margin of Ordos Basin by HE Faqi, LI Junlu, GAO Yilong, WU Jinwei, BAI Xingying, GAO Dun

“…However, this also complicates the reservoir's homogeneity and the variability of its capacity, posing challenges for fine characterization of the reservoir's internal structure and for researching capacity control factors. To address these issues, the study employs spatial characterization of the fracture system, fracture classification, and capacity comparative analysis. …”
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Highly Accurate Adaptive Federated Forests Based on Resistance to Adversarial Attacks in Wireless Traffic Prediction by Lingyao Wang, Chenyue Pan, Haitao Zhao, Mingyi Ji, Xinren Wang, Junchen Yuan, Miao Liu, Donglai Jiao

“…This improvement bolsters the security and reliability of intelligent traffic classification services.…”
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Reporting Guidelines in Implementation Science: Overview, Categorization and Future Directions by CHEN Xiaoshan, WU Dadong, WANG Run, ZHAO Qing, LIU Siyuan, HUANG Wanqing, HUANG Zizhen, WAN Yuting, HU Huanyu, ZHU Junlin, CHEN Jiangyun, HUANG Zhiwei, XU Dong

“…As researches conducted in real-world settings to address practical issues, implementation research has stringent requirements for the replicability of result and the transparency of reporting, making its reporting guidelines particularly important. …”
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Distributed Denial of Service Attack Detection in Software-Defined Networks Using Decision Tree Algorithms by Ali Zaman, Salman A. Khan, Nazeeruddin Mohammad, Abdelhamied A. Ateya, Sadique Ahmad, Mohammed A. ElAffendi

“…This can be achieved by incorporating classification algorithms that can distinguish between genuine and bogus requests. …”
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Spiritual formation of V.M. Florinsky during his studies at the Perm Theological Seminary by Nikolay A. Kachin, Natalya S. Kharina

“…The authors address the issues of V.M. Florinsky’s perception of his education and its significance for his subsequent scientific and social activities. …”
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MCL-SWT: Mirror Contrastive Learning with Sliding Window Transformer for Subject-Independent EEG Recognition by Qi Mao, Hongke Zhu, Wenyao Yan, Yu Zhao, Xinhong Hei, Jing Luo

“…The overarching objective is to address these critical issues. <b>Methods</b>: We introduce Mirror Contrastive Learning with Sliding Window Transformer (MCL-SWT). …”
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Digital image representation by atomic functions: features for computer vision and machine learning by Viktor Makarichev, Vladimir Lukin, Sergii Kryvenko, Iryna Brysina

“…These representations must reduce data dimensionality without losing critical information required for classification, clustering, and other ML/CV tasks. In this study, we explore the discrete atomic transform (DAT), which is based on atomic functions, as a potential solution to this problem. …”
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Unveiling two decades of forest transition in Anamur, Türkiye: a remote sensing and GIS-driven intensity analysis (2000–2020) by Hasan Aksoy, Sinan Kaptan, Pelin Keçecioğlu Dağli, Davut Atar

“…LULC maps were generated through supervised classification of Landsat satellite images, focusing on seven classes: Coniferous, Broad-Leaved, Mixed, Treeless Gap, Settlement, Agriculture, and Water. …”
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ELECTROENCEPHALOGRAPHIC CHANGES WITH DRAVET SYNDROME by K. Yu. Mukhin, O. A. Pylaeva, M. B. Mironov, A. F. Dolinina, D. V. Morozov, M. A. Nikitina

“…The authors review the issues of etiology and pathogenesis in details, as well as clinical manifestations, diagnostics, and treatment of the DS. …”
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GGLA-NeXtE2NET: A Dual-Branch Ensemble Network With Gated Global-Local Attention for Enhanced Brain Tumor Recognition by Adnan Saeed, Khurram Shehzad, Shahzad Sarwar Bhatti, Saim Ahmed, Ahmad Taher Azar

“…The gating mechanism within the GGLA dynamically balances the contributions of global and local information, enabling the model to adaptively focus on the most relevant features for accurate classification. Furthermore, we introduce a dual-branch ensemble network to address the issue of image variety. …”
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Natural language processing to evaluate texting conversations between patients and healthcare providers during COVID-19 Home-Based Care in Rwanda at scale. by Richard T Lester, Matthew Manson, Muhammed Semakula, Hyeju Jang, Hassan Mugabo, Ali Magzari, Junhong Ma Blackmer, Fanan Fattah, Simon Pierre Niyonsenga, Edson Rwagasore, Charles Ruranga, Eric Remera, Jean Claude S Ngabonziza, Giuseppe Carenini, Sabin Nsanzimana

“…Multiple natural language processing (NLP) topic classification models were trained and compared using F1 scores. …”
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