Identifying Persons of Interest in Digital Forensics Using NLP-Based AI by Jonathan Adkins, Ali Al Bataineh, Majd Khalaf

“…The domain of NLP includes several tools to parse text, including topic modeling, pairwise correlation, word vector cosine distance measurement, and sentiment analysis. …”
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RADAR: Reasoning AI-Generated Image Detection for Semantic Fakes by Haochen Wang, Xuhui Liu, Ziqian Lu, Cilin Yan, Xiaolong Jiang, Runqi Wang, Efstratios Gavves

“…STSF contains 358 images with clear semantic fakes generated by three different modern diffusion models and provides bounding boxes as well as text annotations to locate the fakes. (3) We propose RADAR, a reasoning AI-generated image detection assistor, to locate semantic fakes in the generative images and output corresponding text explanations. …”
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Modeling and computational study of cancer treatment with radiotherapy using real data. by Parvaiz Ahmad Naik, Muhammad Farman, Saba Jamil, Muhammad Umer Saleem, Kottakkaran Sooppy Nisar, Zhengxin Huang

“…Different values of fractional order [Formula: see text], fractal dimension [Formula: see text], and other parameter values have been used to show the graphs. …”
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Analysis of social networks content to identify fake news using stacked combination of deep neural networks by Yujie Li, Yushui Xiao, Yong Huang, Rui Ma

“…This method, through deep text content analysis and the employment of advanced deep learning techniques, aims to provide an expansive and accurate response to solve this problem. …”
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Awakening, condensation, and sedimentation: the correlation mechanism between topics and emotions in online public opinion from the psychosocial anchoring perspective by Hong Yu, Menglan Ma, Xiangrong Yu, Peng Fang

“…These elements co-evolve via three interaction patterns: awakening, condensation, and sedimentation. …”
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A study of Mandelbrot and Julia Sets via Picard-Thakur iteration with s-convexity. by Bashir Nawaz, Krzysztof Gdawiec, Kifayat Ullah, Maggie Aphane

“…To achieve this, we establish an escape criterion using a complex polynomial of the form [Formula: see text], where k ≥ 1 and x, c ∈ ℂ. Based on our proposed algorithms, we provide graphical illustrations of the Mandelbrot and Julia sets. …”
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Manifeste pour la déconstruction des paradigmes coloniaux dans la botanique by Liliana Motta

“…Through a personal and critical approach, the author challenges the ideological hierarchies that oppose “native” and “exotic” plants, linking them to broader patterns of social exclusion. Blending personal narrative, historical analysis, and ecological critique, the text invites readers to move beyond static visions of nature and to view plant migrations as natural, dynamic processes. …”
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Regards sur un paysage anglais : « Seascape » de W.H. Auden à Benjamin Britten by Nathalie Vincent-Arnaud

“…In keeping with this inter-semiotic approach, the main structural and rhetorical elements of the poem will be discussed, and more particularly the stylistic devices that the musical work itself seems to echo through a combination of rhythmical, melodic and harmonic patterns which all serve to enhance the suggestive power of the text. …”
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Piecing the Broken Golden Bowl: Dislocation and Diplomacy in Nixon in China by John Adams and Alice Goodman by Mathieu Duplay

“…In the opera, enjambments function first and foremost as literary devices; as such, they emphasize the text’s autonomy and its independence from its musical setting. …”
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Physical, psychological, sexual, and systemic abuse of children with disabilities in East Africa: Mapping the evidence. by Niall Winters, Laurenz Langer, Anne Geniets

“…All empirical research on the abuse of CWDs in East Africa was eligible for inclusion: Data on abuse was systematically extracted and the research evidence, following critical appraisal, mapped according to the type of abuse and disability condition, highlighting gaps and patterns in the evidence-base. 6005 studies were identified and screened, of which 177 received a full-text assessment. …”
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The contribution of cause-effect link to representing the core of scientific paper-The role of Semantic Link Network. by Mengyun Cao, Xiaoping Sun, Hai Zhuge

“…This paper verifies the role of the Semantic Link Network in representing the core of text by investigating the contribution of cause-effect link to representing the core of scientific papers. …”
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Mixed convection of ferrohydrodynamics magnetized hybrid ferrofluid on a slip-permeable stretching sheet by Nur Ilyana Kamis, Lim Yeou Jiann, Noraihan Afiqah Rawi, Sharidan Shafie

“…Using the modified Tiwari and Das model, the behavior of the hybrid ferrofluid, magnetite ferrite [Formula: see text] and cobalt ferrite [Formula: see text] based-water and ethylene glycol are explored. …”
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Learning Electromagnetic Metamaterial Physics With ChatGPT by Darui Lu, Yang Deng, Jordan M. Malof, Willie J. Padilla

“…Large language models (LLMs) such as ChatGPT, Gemini, LlaMa, and Claude are trained on massive quantities of text parsed from the internet and have shown a remarkable ability to respond to complex prompts in a manner often indistinguishable from humans. …”
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Coordination in strictly metric-free swarms: evidence for the existence of biological diversity by Y. N. Jia, Y. Guo, W. L. Zhang

“…The results demonstrate that smaller groups benefit from uniform directional strategies, whereas larger groups (over [Formula: see text] individuals) favour stochastic leadership patterns. …”
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Understanding perceptions of college students on the operation of automated shuttle for persons with disabilities on campus walkways by Sia M. Lyimo, Valerian Kwigizile, Boniphace Kutela, Zachary D. Asher

“…The text mining results revealed several patterns. While respondents who were against the operation focused on potential safety hazards and the crowdedness of the sidewalks, supporters focused on the expected improved mobility for people with disabilities. …”
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Advancing sustainable investing: A deep learning model for multi-source stock prediction by Hongxuan Yu, Tingting Zhang, Murat Kizildag

“…Addressing this challenge, our study introduces an innovative method that capitalizes on the synthesis of news text and stock price data for forecasting market movements. …”
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Leveraging Social Media Data to Understand the Impact of COVID-19 on Residents' Dietary Behaviors: Observational Study by Chuqin Li, Alexis Jordan, Yaorong Ge, Albert Park

“…Deep learning for image classification and text analysis was applied, revealing a decline in users’ emotions and a change in dietary patterns and attitudes during and after the lockdown period. …”
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Existential structures as specialised constructions by Vince Liégeois, Laurent Gautier

“…The results of this corpus-based analysis provide deeper insights into the lexicological features of the texts and the ways in which the constructions align with the discourse patterns of this specialised text genre.…”
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A Guide to Citrus Mite Identification by Stephen H. Futch, C.C. Childers, C.W. McCoy

“…CRM, characterized by its piercing-sucking mouthparts, targets epidermal cells of citrus leaves, fruit, and twigs, causing surface blemishes and potential reductions in fruit size and quality. The text also discusses other mites affecting citrus, such as the Pink Citrus Rust Mite (PCRM), Citrus Red Mite (RM), Texas Citrus Mite (TCM), and Six-Spotted Mite (SSM), outlining their distinctive features and damage patterns. …”
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A Guide to Citrus Mite Identification by Stephen H. Futch, C.C. Childers, C.W. McCoy

“…CRM, characterized by its piercing-sucking mouthparts, targets epidermal cells of citrus leaves, fruit, and twigs, causing surface blemishes and potential reductions in fruit size and quality. The text also discusses other mites affecting citrus, such as the Pink Citrus Rust Mite (PCRM), Citrus Red Mite (RM), Texas Citrus Mite (TCM), and Six-Spotted Mite (SSM), outlining their distinctive features and damage patterns. …”
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