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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Attitudes Of Regular Alcohol Drinking Adolescents To Intersubjective Relations And Everyday Life by Georgi Sarov

“…It is well known that some psychological features of adolescents as extraversion, risk-taking and impulsivity positively associate with substance abuse. …”
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Mimicking the myoseptum in cultivated fish by manufacturing edible microalgae-rich nanofibers by Diana M. C. Marques, Bernardo D. Pereira, Beatriz Malhão, João C. Silva, Paola Sanjuan-Alberte, Frederico Castelo Ferreira

“…Electrospun fibres, resembling collagen in structure and size, can mimic the myoseptum —an important structural element for fish fillet patterning. Here, we cultured Dicentrarchus labrax Embryonic Cells (DLEC) for the first time on edible zein-gelatin electrospun fibres. …”
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A thematic-cognitive perspective for exploring the writing skills of children: a textual analysis using ENA by Jianheng Zhang, Tiong-Thye Goh, Dexin Chen, Yuan Gong, Bing Yang, Liqin Pan, Ting Song, Shiqi Yu, Hanzhen Li

“…Distinct patterns emerged across subjects, grades, and genders, revealing a complex and nuanced cognitive network structure.DiscussionThese findings highlight important nuances in children’s writing development. …”
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Psychotherapist remarks’ ML classifier: insights from LLM and topic modeling application by Alexander Vanin, Vadim Bolshev, Anastasia Panfilova

“…The resulting topics are used as features to train an ML classifier, which is then tested on a case study comparing Carl Rogers’ sessions with those of modern Cognitive Behavioral Therapy (CBT) practitioners.ResultsThe analysis identifies the most common and stable topics across both therapist groups, highlighting recurring patterns and unique thematic compositions. …”
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The outcome prediction method of football matches by the quantum neural network based on deep learning by Yang Sun, Hongyang Chu

“…They have enhanced information processing capabilities and potential pattern mining abilities when dealing with vast, high-dimensional, and complex football match data. …”
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The influence of heterogeneity of lacustrine shale facies on rock mechanical properties and brittleness: a case study of Jurassic lacustrine shale reservoirs in Northeast Sichuan B... by Haibo Zhao, Haibo Zhao, Shujun Yin, Shujun Yin, Xuefeng Yang, Xuefeng Yang, Weilin Yan, Weilin Yan, Guangwu Bi, Guangwu Bi, Jianliang Zhang, Jianliang Zhang, Zimeng Xing

“…Through a correlation analysis of normalized rock parameters and the brittleness index derived from stress-strain curves with the fracture breakdown pressure and extension pressure observed in field fracturing, a comprehensive evaluation index has been established using the analytic hierarchy process to reflect the brittleness of deep lacustrine shale.DiscussionThis index serves effectively in characterizing the brittleness features of deep lacustrine shale, and evaluations suggest that the Liang upper section has a relatively high brittleness index and good compressibility, marking it as a key target layer for future shale gas development.…”
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Beyond surveys: high-resolution mapping of rural wealth in China using satellite and street view imagery by Weipan Xu, Qiumeng Li, Yaofu Huang, Yu Gu, Xun Li

“…Centered on the intelligent interpretation of rural housing features, we extract wealth-related visual elements from imagery and regress them against benchmark survey-based household wealth indicators to develop a high-accuracy township-level wealth prediction model (R² = 71%). …”
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Integrated Sensor System for Real-Time Monitoring and Detection of Fish Quality and Spoilage by Binson V. A., Sania Thomas

“…The data acquisition system collects and processes information from the sensor array, while the data processing system extracts relevant features for subsequent analysis. A pattern recognition system, employing a robust LDA-XGBoost model, was employed to differentiate between fresh and spoiled fish. …”
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Public administration in the field of law-enforcement activity by V.О. Kuchmenko, O.М. Ivchenko, O.М. Gerasumchuk

“…The article is devoted to the peculiarities of public administration features formation in the conditions of strategic changes. …”
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On laser desorption/ionization mass spectrometry of molybdenum disulfide 2D nanomaterial by O. A. Boryak, M. V. Kosevich, V. A. Pashynska, P. O. Kuzema, V. A. Karachevtsev

“… Mass spectrometric characterization of non-molecular nanomaterials has its distinctive features as compared to analysis of molecular substances. …”
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Single-cell pseudotime and intercellular communication analysis reveals heterogeneity and immune microenvironment in oral cancer by Hanjun Liu, Lian Xie, Xuemin Xing, Lili Hou, Jinfeng Zhang, Ling Yang

“…Analysis of gene expression patterns associated individual genes with distinct principal components that described features of cell subtypes or states in the oral cancer microenvironment. …”
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Circulating lipidome underpins gender differences in the pathogenesis of type 2 diabetes by Madhusmita Rout, Oliver Fiehn, Dharambir K. Sanghera

“…Their patterns may underpin gender differences in the pathogenesis of metabolic and cardiovascular diseases.…”
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Genetic diversity of kaffir sorghum accessions from the VIR collection in kafirin-encoding loci by N. V. Alpatieva, I. N. Anisimova, M. K. Ryazanova, V. V. Vasipov, R. A. Abdullaev, O. I. Romanova, E. E. Radchenko

“…Sixteen kaffir sorghum accessions were phenotyped according to morphological features and kafirin electrophoretic banding patterns in their grain, and genotyped using PCR markers specific for kafirin-encoding genes. …”
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Using a deep learning neural network to predict flight path by Oleksandr Bezsonov, Serhii Liashenko, Oleg Rudenko, Sofiia Rutska, Kateryna Vashchenko

“…The training process involved several stages, starting with pre-training on general visual features and then fine-tuning to UAV-specific motion patterns. …”
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A multi-modal dataset of electroencephalography and functional near-infrared spectroscopy recordings for motor imagery of multi-types of joints from unilateral upper limb by Weibo Yi, Jiaming Chen, Dan Wang, Xinkang Hu, Meng Xu, Fangda Li, Shuhan Wu, Jin Qian

“…The validity of multi-modal data was verified both from the EEG/fNIRS activation patterns and the classification performance. It is expected that this dataset will facilitate the development and innovation of decoding algorithms for MI of multi-types of joints based on multi-modal EEG-fNIRS data.…”
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Climate-Related Gradients On Vegetation Diversity Of The Altai-Sayan Orobiome (Southern Siberia) by Maxim V. Bocharnikov

“…Identified patterns determine unity of the Altai-Sayan orobiome as well as regional differentiation that reflected on the development of types of vegetation zonality. …”
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Modeling the partial equilibrium in the milk and dairy market in Ukraine by S. Kvasha, N. Davydenko, A. Ivanko, Z. Titenko

“…Specifics of establishing the state of partial equilibrium in that market were characterized relative to the main groups of its participants as producers and consumers. Development of methodological and practical aspects of features of establishing the state of market equilibrium in the dairy market, unlike existing, is based on a model basis is still actual. …”
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Heterogeneity in the Driver Behavior: An Exploratory Study Using Real-Time Driving Data by Jahnavi Yarlagadda, Digvijay S. Pawar

“…Driver behavior heterogeneity is a significant aspect to understand the individual behavioral variations and develop driver assistance systems. This study characterizes the heterogeneity in driving behavior using real-time driving performance features. …”
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COMPLEX ELECTROMAGNETIC MONITORING OF GEODYNAMIC PROCESSES IN THE NORTHERN TIEN SHAN (BISHKEK GEODYNAMIC TEST AREA) by E. A. Bataleva, V. A. Mukhamadeeva

“…This information needs to be taken into account when constructing a comprehensive model showing the geological, geophysical and geodynamical features of the development of the Tien Shan, a vivid example of an intracontinental orogen. …”
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