Hate Speech Identification and Categorization on Social Media Using Bi-LSTM: An Information Science Perspective by Krishna Kumar Mohbey, Basant Agarwal, Nishtha Kesswani, Maxim Sterjanov, Yunevich Nikol, Vishnyakova Margarita

“…It offers further insights into the practical issues of automating hate speech detection in social media platforms by utilizing the model’s capacity to grasp linguistic nuances and context. …”
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Enhancing stroke risk prediction through class balancing and data augmentation with CBDA-ResNet50 by Muhammad Asim Saleem, Ashir Javeed, Wasan Akarathanawat, Aurauma Chutinet, Nijasri Charnnarong Suwanwela, Pasu Kaewplung, Surachai Chaitusaney, Watit Benjapolakul

“…In most cases, these problems lead to biased or less reliable predictions. To address these issues, the proposed model assures that the predictions are still accurate even when some stroke risk factors are absent in the data. …”
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Current methods of non-invasive fetal heart rate surveillance by A. Theodoridou, A. Athanasiadis, G. Tsakmakidis, Ι. Tsakiridis, A. Pilavidi, C. Vosnakis, T. Dagklis, G. Mavromatidis, A. Mamopoulos

“…Discussion: Non-invasive monitoring technology is making progress but there are still issues with signal acquisition and quality that stem from the newfound mobility of the monitored pregnant women. …”
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Geometric Modeling of Disc Furrow Profile by Petro Yablonskyi, Ivan Rogovskii, Gennadii Virchenko, Kinga Borek, Mykola Volokha, Olga Golova

“…One of the main approaches to successfully solving these critical issues is to improve agriculture and its technical tools, particularly tillage discs. …”
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A Study on Non-Contact Multi-Sensor Fusion Online Monitoring of Circuit Breaker Contact Resistance for Operational State Awareness by Zheng Wang, Hua Zhang, Yiyang Zhang, Haoyong Zhang, Jing Chen, Shuting Feng, Jie Guo, Yanpeng Lv

“…The method integrates Hall effect current sensors, infrared temperature sensors, and electric field sensors to extract multiple sensing signals, combined with high-precision signal processing algorithms to enable the real-time identification and evaluation of circuit resistance changes. …”
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Fatigue failure mechanisms and life prediction of additive manufactured metallic lattices: a comprehensive review by Hao Xin, Dingcheng Tang, Linwei Dang, Lei Gao, Zhenyu Yang, Bin Wu, Xiaofan He, Zhixin Zhan

“…It reviews common manufacturing methods and post-processing techniques, with particular emphasis on the unique process-induced defects found in lattice structures. …”
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Contemporary Experimental Traсeological Research in Archaeology (following the results of the International Conference "Traсeological Days in St. Petersburg. To the 50th Anniversar... by Natalia N. Skakun, Olga V. Lozovskaya, Anna A. Malutina, Vera V. Terekhina, Daria A. Fedorova, Madina Sh. Galimova

“…Among them: traditions and innovations in modern traceology; methods of processing and using different types of raw materials; technology of manufacturing products from different materials; relationship between form and function of tools; correlation between experimental samples and archaeological finds; issues of technology of prehistoric art; technological and functional study of ceramic products, interaction of technological and cultural traditions; ethnoarchaeological research, etc.…”
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Res50-SimAM-ASPP-Unet: A Semantic Segmentation Model for High-Resolution Remote Sensing Images by Jiajing Cai, Jinmei Shi, Yu-Beng Leau, Shangyu Meng, Xiuyan Zheng, Jinghe Zhou

“…High-resolution remote sensing images contain intricate details and complex backgrounds, presenting challenges for traditional segmentation methods, which often struggle with accurate classification and contextual understanding. To address these issues, this study introduces the Res50-SimAM-ASPP-Unet model, a semantic segmentation approach for high-resolution remote sensing image processing tasks. …”
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Blood-triggered self-sealing and tissue adhesive hemostatic nanofabric by Yan Fang, Linyu Wang, Xinwei Zheng, Peng Ni, Zhibo Xu, Ziying Wang, Yunxiang Weng, Qinhui Chen, Haiqing Liu

“…Abstract Current hemostatic fabric often encounters the issue of blood seeping or leaking through the fabric and at the junctions between the fabric and tissue, leading to extra blood loss. …”
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Advancing Circular Economy in the existing building stock: A methodology to support building characterisation for sustainable refurbishment design by Joana Bastos Fernandes, Paulo Cadete Ferrão, José Dinis Silvestre, António Aguiar Costa, Verena Göswein

“…To tackle this issue, this paper introduces a new methodology to support the implementation of tailored refurbishment strategies for increased recovery, reuse and recycling of construction materials. …”
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MSFFNet: A Multilevel Sparse Feature Fusion Network for Infrared Dim Small Target Detection by Xiangyang Ren, Boyang Jiao, Zhenming Peng, Renke Kou, Peng Wang, Mingyuan Li

“…The sparse characteristics of target features poses significant challenges when using deep learning methods for infrared dim small targets. To tackle this issue, this article proposes a novel multilevel sparse feature fusion network for detecting infrared dim small targets. …”
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Unveiling the Systemic Impact of Congestion in Heart Failure: A Narrative Review of Multisystem Pathophysiology and Clinical Implications by Daniela Mocan, Radu Jipa, Daniel Alexandru Jipa, Radu Ioan Lala, Florin Claudiu Rasinar, Iulia Groza, Ronela Sabau, Damaris Sulea Bratu, Diana Federica Balta, Sergiu Teodor Cioban, Maria Puschita

“…While traditionally considered a hemodynamic issue, congestion is now recognized as a systemic process affecting multiple organs. …”
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Invertebrate higher taxa diversity in managed and unmanaged green spaces in the urban environment of Metropolis GZM (Poland) by Poźniak Aleksandra, Kowolik Wiktoria, Hibszer Anna, Linnert Jakub, Linnert Natalia, Olesiński Michał, Depa Łukasz

“…The issue of urban biodiversity is an extensively studied subject due to the tremendous loss of biological diversity worldwide. …”
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Perceived Pain in People Living with Amyotrophic Lateral Sclerosis—A Scoping Review by Debora Rosa, Laura Ingrande, Ilaria Marcomini, Andrea Poliani, Giulia Villa, Martina Sodano, Duilio Fiorenzo Manara

“…Moreover, pain may also negatively influence patient compliance with prescribed treatment regimens and the quality of care they perceive themselves to be receiving. (4) Conclusions: It is of the most importance to identify effective ways to assess and treat this issue, with health care professionals taking an active role in this process.…”
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Temporal single-cell sequencing analysis reveals that GPNMB-expressing macrophages potentiate muscle regeneration by Yu-Fan Chen, Chien-Wei Lee, Yi-Shuan J. Li, Wei-Ting Lin, Hsiao-Yun Chen, Yu-Chuan Chen, Chia-Hao Lin, Jennifer Hui-Chun Ho, Li-Fan Lu, Shu Chien, Oscar Kuang-Sheng Lee

“…Here, to address this issue, we induced injury and performed single-cell RNA sequencing on individual cells in skeletal muscle at different time points. …”
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FLC-Net: Innovative fraud classification in loan applications with dual channel graph advanced neural network by P. Pedda Sadhu Naik, Kalleda Appanolla Architha, Maddela Mahesh, Chitkula Anand, Gaddam Shriya Reddy, Patlola Suraj Reddy

“…Adaptive synthesis (AdaSyn) feature balancing is utilized to tackle the data imbalance issue, ensuring minority class representation by generating synthetic samples close to genuine instances. …”
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Corporate Governance Code and Earnings Management by Azam Valizadeh Iarijani, Reyhaneh Iranpour

“…The proper implementation of corporate governance in companies plays a significant role in their management and leadership, protecting the interests of shareholders and preventing opportunistic behavior by managers. Considering this issue and the new corporate governance code in the Iranian capital market, in this research, the impact of the new corporate governance code on accrual-based earnings management and real earnings management is investigated. …”
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Geohazard features of the Eastern Sardinia by Fabiano Gamberi, Michael Marani, Giacomo Dalla Valle, Marzia Rovere, Elisa Leidi, Alessandra Mercorella, Valentina Ferrante

“…They can represent important geo-resources for application in the issue of coastal erosion management. They are also the site of ecosystems hosting a specific biodiversity, which need to be preserved. …”
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SUGP1 loss drives SF3B1 hotspot mutant missplicing in cancer by Peiqi Xing, Pedro Bak-Gordon, Jindou Xie, Jian Zhang, Zhaoqi Liu, James L. Manley

“…This study advances our understanding of missplicing caused by oncogenic SF3B1 mutations and highlights the fundamental role of SUGP1 in this process.…”
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Interreligious Relations in Medieval Ukraine: Coexistence of Christian, Jewish, and Muslim Communities by Olena Kravchuk, Natalia Serbina, Andrii Bozhkov, Kateryna Serbina, Iuliia Tsyrfa

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