Methodolo- gical Aspects of Semantic Relationship Extraction for Automatic Thesaurus Generation by N. S. Lagutina, K. V. Lagutina, E. I. Mamedov, I. V. Paramonov

“…The main algorithm of generation consists of three stages: selection and preprocessing of a text corpus, recognition of thesaurus terms, and extraction of relations among terms. …”
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An evaluation of factors underlying suicide attempts in patients presenting at George Hospital emergency centre by Lourine Raubenheimer, Louis Jenkins

“…Little is known about the circumstances surrounding these suicide attempts. We examined this pattern and formulated a protocol for managing these patients. …”
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Scientific Opinion on a review on the European Union Summary Reports on trends and sources zoonoses, zoonotic agents and food‐borne outbreaks in 2009 and 2010 – specifically for th... by EFSA Panel on Biological Hazards (BIOHAZ)

“…When data do not allow for this, the text should be kept to presenting the data without implying any patterns or trends.…”
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Personal experience with AI-generated peer reviews: a case study by Nicholas Lo Vecchio

“…Supporting evidence includes text patterns in the reports, online AI detection tools and ChatGPT simulations; recommendations are offered for others who may find themselves in a similar situation. …”
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Building Collectives, Worlds, Interfaces: on the Prospects of Political Ecology through the Prism of Bruno Latour’s Book “Politics of Nature: How to Bring the Sciences into Democra... by Regina V. Penner

“…The methodology includes a hermeneutic analysis of Latour's text, a comparison of his ideas with postmodern philosophy (Michel Foucault, Gilles Deleuze and Félix Guattari), as well as drawing on examples from ecosystems (mycorrhizal networks, coral reefs) and digital technologies (algorithms, blockchain). …”
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Evaluations of State Medical Cannabis Programs in the US: A Narrative Review by Lirit Franks, Gerald Cochran, Carter Reeves, Michael A. Incze, Clinton J. Hardy, Adam J. Gordon, A. Taylor Kelley

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The Tale of Khan Tokhtamysh’ Invasion of Moscow: Paradoxes of Regret by Olga A. Tufanova

“…While there are two existing versions of this text, a brief version (Simeonovskaya Chronicle, Rogozhskii Chronicler) and an extended version (Novgorodskaya Chronicle 4, Sofiiskaya and Novgorodskaya Karamzinskaya Chronicles), the article focuses on the hitherto understudied brief version. …”
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Multimorbidity of communicable and non-communicable diseases in low- and middle-income countries: A systematic review by Lucy Kaluvu, Ogechukwu Augustina Asogwa, Anna Marzà-Florensa, Catherine Kyobutungi, Naomi S Levitt, Daniel Boateng, Kerstin Klipstein-Grobusch

“…Results Of 3718 articles screened, 79 articles underwent a full text review of which 11 were included for narrative synthesis. …”
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Mobile Phone-Based Audio Announcement Detection and Recognition for People with Hearing Impairment by Yong Ruan, Yueliang Qian, Xiangdong Wang

“…For each audio announcement detected, the speech within it is recognized and the text is displayed on the screen of the phone. When the number the user input is announced, alert will be given by vibration. …”
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Machine Learning-Based Diabetes Risk Prediction Using Associated Behavioral Features by Ayodeji O. J. Ibitoye, Joseph D. Akinyemi, Olufade F. W. Onifade

“…With different uncertainties in human lifestyles, it is difficult to predict diabetes while assuming that the risk patterns are the same for all. The likelihood of diabetes in a patient is mostly predicted using machine learning (ML) models on features explicitly available in datasets, while the intrinsic relationship between features viz-a-viz their potential relevance to the presence of diabetes is oftentimes neglected. …”
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SEMANTIC DIFFUSION AS A SEMASIOLOGICAL, CONFLICTOLOGICAL AND LEGAL LINGUISTIC CATEGORY IN THE DIGITAL DIMENSION by Nikolay D. Golev, Anna V. Irkova

“…The article is devoted to the study of semantic ambiguity of legal texts on environmental topics using innovative digital methods. …”
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DepressionMIGNN: A Multiple-Instance Learning-Based Depression Detection Model with Graph Neural Networks by Shiwen Zhao, Yunze Zhang, Yikai Su, Kaifeng Su, Jiemin Liu, Tao Wang, Shiqi Yu

“…In this study, we use benchmark datasets that contain multimodal data including video, audio, and transcribed text. To address depression detection as a chronic long-term disorder reflected by temporal behavioral patterns, we propose a novel framework that segments videos into utterance-level instances using GRU for contextual representation, and then constructs graphs where utterance embeddings serve as nodes connected through dual relationships capturing both chronological development and intermittent relevant information. …”
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Simultaneous EEG-fNIRS study of visual cognitive processing: ERP analysis and decision-related hemodynamic responses in healthy adults. by Tolga Turay, Onur Erdem Korkmaz, Ebru Ergün

“…While visual inspection revealed variability in oxygenated hemoglobin (HbO) levels across channels and conditions, statistical analyses using Cohen's D and one-way ANOVA did not identify any significant differences between the conditions ([Formula: see text] > 0.05). These findings suggest that while EEG metrics capture early, intention-driven neural dynamics, fNIRS may reflect more distributed and variable patterns of cognitive engagement. …”
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Clothing Recommendation with Multimodal Feature Fusion: Price Sensitivity and Personalization Optimization by Chunhui Zhang, Xiaofen Ji, Liling Cai

“…Leveraging the IQON3000 dataset, our model employs ResNet-50 and BERT for image and text feature extraction, alongside a comprehensive price feature module capturing individual, statistical, and category-specific price patterns. …”
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Building teacher agency through collaborative lesson planning: Student teachers’ evaluative perspectives by Toshinobu Nagamine

“…Content analysis, integrating text mining techniques and constant comparison analysis, revealed that participants evaluated their peers from multiple perspectives. …”
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AI-Enhanced Robotic Process Automation: A Review of Intelligent Automation Innovations by Sadia Afrin, Shobnom Roksana, Riad Akram

“…By leveraging AI techniques such as classification, text mining of neural network, RPA technologies optimize business operations and advance Industry 4.0. …”
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Neuropshychological assessment instruments for social aggression in modern foreign studies by K.M. Shipkova

“… <p style="text-align: justify;"><strong>Context and</strong> <strong>relevance.…”
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Psychological Features of 7-8 Grade Students Interaction with Hypertext: A Theoretical and Experimental Study Using an Eye Tracker by N.A. Borisenko, A.A. Ganicheva, K.V. Mironova, S.V. Shishkova

“…Although, due to the immanent properties of the hypertext, adolescents read it non-linearly, the first reading of the text was relatively consistent, without significant text gaps. …”
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Translanguaging and multilanguaging communicative practices of an idealized multilingual person (on the material of the Russian translation of the first chapter of U. Eco’s novel “... by N. V. Golovko

“…They are used in most cases as names of persons or evaluative words, actualized in communicative situations of retelling the speech of native speakers of another language, describing notions of a different reality, addressing a native speaker of a different language, and following a speech or text pattern.Results. The results of the analysis of translanguaging and multilanguaging communicative practices of an idealized multilingual person correlate with results of previous studies of the same practices of real individuals, similarities and differences between the practices are determined.…”
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Exploring therapeutic applications of PTEN, TMPRSS2:ERG fusion, and tumour molecular subtypes in prostate cancer management by Fidelis Charles Bugoye, Fidelis Charles Bugoye, Rispah Torrorey-Sawe, Richard Biegon, Nazima Dharsee, Fidelice Mafumiko, Herry Kibona, Said Aboud, Kirtika Patel, Simeon Mining

“…Research suggests that certain genomic alterations may be more prevalent or exhibit different patterns in prostate cancer tumours across populations. …”
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