Self-Organization of Senior as a System-Forming Factor of Active Longevity by D. P. Kozachok, M. V. Kornilova, V. N. Kamenskih

“…The novelty of the studied approach to self-organization of the elderly lies in the possibility of its interpretation as a way of constructing a new social reality/activity of older people, where state assistance involves abandoning the dependent scenario (“come and take what you can take”), providing opportunities for individual development patterns (“come and create it yourself as you like"). …”
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Client aware adaptive federated learning using UCB-based reinforcement for people re-identification by Dinah Waref, Yomna Alayary, Nadeen Fathallah, Mohamed A. Abd El Ghany, Mohammed A.-M. Salem

“…Finally, we introduce a feature-level attention mechanism focusing on discriminative features for re-identification. …”
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Photovoltaic solar energy prediction using the seasonal-trend decomposition layer and ASOA optimized LSTM neural network model by Venkatachalam Mohanasundaram, Balamurugan Rangaswamy

“…ASOA improves LSTM features by constantly finding and exploiting resources and adopting motivation from seagulls’ collecting and migration behaviours. …”
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Perform-therapy as a method for restoring identity under conditions of postmodernist fragmentation by Anatoliy A. Grebenyuk

“…The proposed concept opens up prospects for the development of new forms of symbolic therapy suited to the post-postmodern era. …”
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Historical landscape studies in Ireland by Anngret Simms

“…Evans (Belfast), whose work focused on the relic features of traditional settlement and field patterns to T. …”
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Genome-wide analysis of transcription factors during somatic embryogenesis in banana (Musa spp.) cv. Grand Naine. by Shivani, Praveen Awasthi, Vikrant Sharma, Navjot Kaur, Navneet Kaur, Pankaj Pandey, Siddharth Tiwari

“…All genes were analyzed for their structural features, subcellular, and chromosomal localization. …”
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A Computational Approach to Understanding Agglutinative Structures in Urdu by Muhammad Shoaib Tahir, Mahnoor Amjad

“…The study highlights key patterns, such as the prevalent use of prefixes like "نا-" (nā-) and "بد-" (bad-) to form words with negative connotations and the transformation of adjectives and verbs into nouns through suffixes like "-گی " (gī) and "-ی" (ī). …”
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Analysis of the epidemiological situation of true pemphigus in Azerbaijan in the process of long-term dynamics by G. Z. Faradzheva

“…The aim of this study was to study the epidemiological situation, dynamics and patterns of development of true acantholytic pemphigus in Azerbaijan, as well as to identify the features of the clinical course, taking into account new realities. …”
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A Reinforced, Event-Driven, and Attention-Based Convolution Spiking Neural Network for Multivariate Time Series Prediction by Ying Li, Xikang Guan, Wenwei Yue, Yongsheng Huang, Bin Zhang, Peibo Duan

“…This paper proposes a reinforced, event-driven, and attention-based convolution SNN model (REAT-CSNN) with three novel features. First, a joint Gramian Angular Field and Rate (GAFR) coding scheme is proposed to convert MTS into spike images, preserving the inherent features in MTS, such as the temporal patterns and spatio-temporal correlations between time series. …”
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Mentality in the Context of Interaction Between Social and Virtual Reality by Yulia V. Gavrilova

“…A feature of the modern world is the integration of social and virtual realities: the area of their correlation is being formed, in which the processes of human life activity take place. …”
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Critical Analysis of Audit Committee Reporting in National Government Departments: The Case of South Africa by Tankiso Moloi

“…These benchmark features (categories) were developed using an inductive or bottom up thematic analysis which was applied on the applicable regulations as well as on all NGD’s annual reports to determine the comprehensive themes and patterns of audit committee reporting across the departments. …”
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Modelling desert dune fields based on discrete dynamics by Steven R. Bishop, Hiroshi Momiji, Ricardo Carretero-González, Andrew Warren

“…When assessing the success of such a model in capturing physical features we monitor morphology, dune growth, dune migration and spatial patterns within a dune field. …”
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TORC1 Regulates Thermotolerance via Modulating Metabolic Rate and Antioxidant Capacity in Scallop <i>Argopecten irradians irradians</i> by Longfei Chu, Ancheng Liu, Jiaxi Chang, Junhao Zhang, Xiujiang Hou, Xinghai Zhu, Qiang Xing, Zhenmin Bao

“…The results revealed stage- and tissue-specific expression patterns, suggesting diverse roles in development and growth. …”
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Research of unstructured data interpretation problems by V. S. Tomashevskaya, D. A. Yakovlev

“…One of the key tasks when working with unstructured data is to find and identify patterns in order to understand them and develop filling patterns. …”
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Flow simulation algorithm for gas gathering pipelines of natural gas fields by Yuling LYU, Zhenhe JIANG, Xiaowei LI, Jiakai SHI, Huaping CAO

“…MethodsBy integrating production data from a gas field with multiphase flow theory, hydraulic and thermodynamic calculation models were developed for gas gathering pipelines. A simulation algorithm was then proposed to analyze flow conditions, including fluid patterns, liquid holdup, pressure, and temperature at any cross-section of the pipeline. …”
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Immunophenotyping of colon cancer for identification of potential antigens for colon cancer vaccines by Xuan Wang, Xuan Wang, Jingjiang Lai, Dawei Wang, Keyi Wei, Jing Yang

“…The distribution of these immune subtypes showed disparities in immune patterns, and a correlation between key components and immune cells was observed. …”
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Non-invasive detection of Parkinson’s disease based on speech analysis and interpretable machine learning by Huanqing Xu, Wei Xie, Mingzhen Pang, Ya Li, Luhua Jin, Fangliang Huang, Xian Shao

“…This study aims to develop an interpretable machine learning model that uses speech recordings and acoustic features to predict PD.MethodsA dataset of speech recordings from individuals with and without PD was analyzed. …”
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General regression and representation model for classification. by Jianjun Qian, Jian Yang, Yong Xu

“…SRC and CRC) show a great potential for pattern classification. However, most existing coding methods assume that the representation residuals are uncorrelated. …”
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Epigenetic regulation of individual components of combined hepatocellular-cholangiocarcinoma. by Kyle M Schachtschneider, Luke N Redlon, Ryan Peter Lokken, Yu-Hui Huang, Grace Guzman, Lawrence B Schook, Ron C Gaba

“…Samples did not cluster by tumor type when comparing genome-wide DNA methylation or gene expression patterns. Of the 5 patients with DNA methylation data available for both subtypes, 4 clustered by patient as opposed to cancer subtype, suggesting similar epigenetic regulatory patterns arising from development in the same microenvironment and genetic background. …”
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International Natural Uranium Price Prediction Based on TF-CNN-BiLSTM Model by YANG Jingzhe, XUE Xiaogang

“…Accurate predictions aid nuclear power enterprises in devising operational strategies and hedging against market volatility, while providing data support for policymakers to enhance energy security and formulate sustainable development plans. However, due to the intricate interplay of market supply-demand dynamics, geopolitical events, and economic policies, traditional econometric and statistical models fall short in capturing the temporal dependencies and complex patterns in uranium price data. …”