Enhancing Disaster Situation Awareness Through Multimodal Social Media Data: Evidence from Typhoon Haikui by Songfeng Gao, Tengfei Yang, Yuning Xu, Naixia Mou, Xiaodong Wang, Hao Huang

“…This approach allowed us to analyze the spatiotemporal patterns of disaster evolution, enabling rapid disaster damage assessment and facilitating emergency response efforts. …”
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Democracy Adrift and the Trajectories of the Political Parties in São Tomé and Príncipe by NASCIMENTO Аugusto

“…Representative democracy and parties are not realities averse to the prevailing cultural patterns on the islands. However, this does not mean that parties have a role consistent with the idealization, common among São Toméans, about what they should represent and do in a representative democracy. …”
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Impact of nonphysician, technology-guided alert level selection on rates of appropriate trauma triage in the United States: a before and after study by Megan E. Harrigan, Pamela A. Boremski, Bryan R. Collier, Allison N. Tegge, Jacob R. Gillen

“…Methods A physician-driven, free-text alert system was modified to a nonphysician, hospital dispatcher-guided system. …”
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Analysis of Four-Species Diffusive and Non-Diffusive Food Chains Using Artificial Neural Networking by Muhammad Shoaib Arif, Ateeq Ur Rehman, Asad Ejaz

“…Doi: 10.28991/ESJ-2025-09-02-011 Full Text: PDF…”
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Performance limitations of relay neurons. by Rahul Agarwal, Sridevi V Sarma

“…Our analysis applies to any [Formula: see text] order model as long as the neuron does not spike without a driving input pulse and exhibits a refractory period. …”
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Mapping gene associations in human mitochondria using clinical disease phenotypes. by Curt Scharfe, Henry Horng-Shing Lu, Jutta K Neuenburg, Edward A Allen, Guan-Cheng Li, Thomas Klopstock, Tina M Cowan, Gregory M Enns, Ronald W Davis

“…Phenotypic features such as clinical signs and symptoms were manually annotated from full-text medical articles and classified based on the hierarchical MeSH ontology. …”
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Advantages of Using the Poincaré Method for Analyzing the Financial Condition of Agricultural Enterprises by O. G. Konyukova, I. V. Trofimenko

“…According to the results of the conducted research, specific normative values of liquidity indexes are calculated in the text of this scientific article, which create benchmarks for enterprises of the considered branch and territorial affiliation when managing assets and liabilities.…”
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Spatial proximity effects on cognitive processing of multimedia learning among college students: evidence from functional near-infrared spectroscopy by Yan Ma, Yan Ma, Qiuyue Peng, Qiuyue Peng, Bowen Long, Bowen Long

“…These results suggest that the spatial proximity of illustrations and text can significantly enhance learning outcomes. …”
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End-to-end neural automatic speech recognition system for low resource languages by Sami Dhahbi, Nasir Saleem, Sami Bourouis, Mouhebeddine Berrima, Elena Verdú

“…This study leverages a non-autoregressive neural text-to-speech (TTS) engine to generate high-quality speech, converting a series of phonemes into speech waveforms (mel-spectrograms). …”
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Enhancing Fake Review Detection Using Linguistic Exaggeration, BERT Embeddings, and Fuzzy Logic by Mohammed Ennaouri, Ahmed Zellou

“…Our method first preprocesses reviews and extracts key linguistic features based on extravagant words using a fuzzy logic-based membership function that highlights extreme linguistic patterns. Simultaneously, BERT embeddings capture the deep semantic meaning of the text. …”
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Comparing lagged impacts of mobility changes and environmental factors on COVID-19 waves in rural and urban India: A Bayesian spatiotemporal modelling study. by Eimear Cleary, Fatumah Atuhaire, Alessandro Sorichetta, Nick Ruktanonchai, Cori Ruktanonchai, Alexander Cunningham, Massimiliano Pasqui, Marcello Schiavina, Michele Melchiorri, Maksym Bondarenko, Harry E R Shepherd, Sabu S Padmadas, Amy Wesolowski, Derek A T Cummings, Andrew J Tatem, Shengjie Lai

“…However, the spatiotemporal dynamics of mobility patterns in rural and urban areas in India, in conjunction with other drivers of COVID-19 transmission, have not been fully investigated. …”
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REVIEW OF: GOLUBKOVA O.N. FUNDAMENTALS OF SCIENTIFIC RESEARCH IN THE PROFESSIONAL FIELD: TEXTBOOK by A.A. Bilyalova, A.N. Utekhina

“…An algorithm for describing text fragments comparing the original and translation is discussed, and principles for working with empirical material and approaches to structuring the relationship between theoretical and practical chapters are analysed. …”
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Fungal Communities Shift with Soybean Cyst Nematode Abundance in Soils by Melanie Medina López, Horacio D. Lopez-Nicora, Maria Soledad Benitez Ponce

“…Together these results suggest that this nematode significantly shifts the fungal community composition in field soils. [Figure: see text] Copyright © 2024 The Author(s). This is an open access article distributed under the CC BY-NC-ND 4.0 International license.…”
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Combined drug delivery and treatment monitoring using a single high frequency ultrasound system by Yesna O. Yildiz, Jia-Ling Ruan, Michael D. Gray, Luca Bau, Richard J. Browning, Christophoros Mannaris, Anne E. Kiltie, Borivoj Vojnovic, Eleanor Stride

“…Ultrasound-mediated drug delivery is typically performed using transducers with center frequencies [Formula: see text]1 MHz to promote acoustic cavitation. Such frequencies are not commonly used for diagnostic ultrasound due to limited spatial resolution. …”
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Semiotic Analysis of “Extravagant and Niggardly” in Verse 67 of Sūrah al-Furqān (Arabic: سورة الفرقان) Based on Greimas Square by Azadeh Abbasi, Fazeleh Mirghafourian

“…The “semiotic square” pattern is one of the selected patterns and a method for deep representation of semantic structure of the text based on the contrary relationship explained by Algirdas Julien Greimas. …”
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A method for identifying relevant topics of pilot simulator training based on clustering of flight safety reports by Z. R. Zabbarov, A. K. Volkov

“…Natural language processing (NLP) technologies, in one of their applications, provide effective research of patterns and trends in large sets of textual data. …”
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Transcriptomic Profiling of ‘Candidatus Liberibacter asiaticus’ in Different Citrus Tissues Reveals Novel Insights into Huanglongbing Pathogenesis by Amelia H. Lovelace, Chunxia Wang, Amit Levy, Wenbo Ma

“…Together, this work provides novel insights into the pathogenesis of the devastating citrus HLB. [Figure: see text] Copyright © 2025 The Author(s). This is an open access article distributed under the CC BY-NC-ND 4.0 International license.…”
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Corpus Development and NER Model for Identification of Legal Entities (Articles, Laws, and Sanctions) in Corruption Court Decisions in Indonesia by Edy Subowo, Imam Bukhori, warto

“…The NER model combines the IndoBERT (pre-trained language model) architecture with a CRF layer, fine-tuned to handle legal text complexities such as hierarchical article references (paragraphs, clauses) and amended laws citations (jo.). …”
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Demonstration of Scully–Drühl-type quantum erasers on quantum computers by Bo-Hung Chen, Dah-Wei Chiou, Hsiu-Chuan Hsu

“…Remarkably, quantum erasure is achieved with delay times up to ${\sim}1\,\mu\text{s}$ without noticeable decoherence, a feat challenging to replicate in optical setups.…”
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Laser doppler flowmetry as a diagnostic tool to detect gingival inflammation: a systematic review by Marie Sophie Katz, Mark Ooms, Marius Heitzer, Philipp Winnand, Anna Bock, Maurice Klein, Frank Hölzle, Ali Modabber

“…Conclusions LDF shows potential utility in detecting chronic gingival inflammation and altered perfusion patterns between healthy individuals and those with gingival or periodontal inflammation. …”
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