Evaluation of open and closed-source LLMs for low-resource language with zero-shot, few-shot, and chain-of-thought prompting by Zabir Al Nazi, Md. Rajib Hossain, Faisal Al Mamun

“…This study offers a comprehensive evaluation of both open-source and closed-source multilingual LLMs focused on low-resource language like Bengali, a language that remains notably underrepresented in computational linguistics. …”
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RNAcare: integrating clinical data with transcriptomic evidence using rheumatoid arthritis as a case study by Mingcan Tang, William Haese-Hill, Fraser Morton, Carl Goodyear, Duncan Porter, Stefan Siebert, Thomas D. Otto

“…The platform is available at https://rna-care.mvls.gla.ac.uk/ , and its source code is https://github.com/sii-scRNA-Seq/RNAcare/ .…”
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Estimating rare disease prevalence and costs in the USA: a cohort study approach using the Healthcare Cost Institute claims data by Keith A Crandall, Christine M Cutillo, Ainslie Tisdale, Mahdi Baghbanzadeh, Reva L Stidd, Manpreet S Khural, Laurie J Hartman, Jeff Greenberg, Kevin B Zhang, Ali Rahnavard

“…RDs face challenges in prevalence estimation due to a lack of specific disease coding and a small patient population, compounded by issues like data standardisation and privacy concerns. …”
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A hyperspectral unmixing approach for ink mismatch detection in unbalanced clusters by Faryal Aurooj Nasir, Salman Liaquat, Khurram Khurshid, Nor Muzlifah Mahyuddin

“…This unique combination of basic techniques in conjunction exhibits better efficacy in performing ink unmixing and provides a real-world document forensic solution compared to current methods that rely on assumptions like prior knowledge of the inks used in a document and deep learning-based methods that rely heavily on abundant training datasets. …”
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Architecture of an automated program complex based on a multiple kernel svm classifier for analyzing malicious executable files by Alan Nafiiev, Andrii Rodionov

“…The methods involved a hybrid approach that combines static analysis – extracting byte code, disassembled instructions, and control flow graphs using IDA Pro and IDAPython – with dynamic analysis, which entails monitoring real-time behavior using Drakvuf. …”
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Advancing soil-structure interaction (SSI): a comprehensive review of current practices, challenges, and future directions by Imtiyaz Akbar Najar, Raudhah Ahmadi, Akeem Gbenga Amuda, Raghad Mourad, Neveen El Bendary, Idawati Ismail, Nabilah Abu Bakar, Shanshan Tang

“…The review identifies key gaps, including a lack of unified guidelines in international codes, inadequate integration of SSI in real-world design processes, and limited exploration of its role in emerging engineering challenges like sustainability and climate resilience. …”
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Multi-Objective Automated Machine Learning for Inversion of Mesoscopic Parameters in Discrete Element Contact Models by Xu Ao, Shengpeng Hao, Yuyu Zhang, Wenyu Xu

“…Accurate calibration of mesoscopic contact model parameters is essential for ensuring the reliability of Particle Flow Code in Three Dimensions (PFC3D) simulations in geotechnical engineering. …”
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DOI, licence and citation uptake for seismological waveform data after 10 years of implementation effort by Helle A. Pedersen, Jonathan Schaeffer, Florian Haslinger, Rob Casey, Javier Quinteros, Lesley Wyborn, Elisabetta D’Anastasio, Jonathan B. Hanson, Jerry Carter

“…It also explores emerging ethical considerations, like the CARE principles, for Indigenous Data Governance. …”
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Labor protests of employees of cultural organizations by Petr V. Bizyukov, Taisiya A. Vishnyakova

“…The situation is further exacerbated by the fact that the Russian labor code outlines an exceedingly complex and convoluted procedure for organizing lawful protests and strikes. …”
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The book policy in a democratic society: the case of Estonia by Mare Lott, Aile Möldre

“…The criminal code prohibits the inciting of national, racial, religious, or political hatred, or propagating violence and disseminating pornography among minors. …”
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Framing of Oil Spillage and Gas Flaring in Rivers State in Three Selected Nigerian Newspapers by Ata-Awaji Reuben, Nyerhovwo MUOBOGHARE, Bassey IKOT-OSIN, Soibi ORUWARI, Etimbuk OBOT, Emmanuel Omula, Theresa LINUS, Peace OJONTA, Simon SHEYIGARI

“… Background: Oil spillage and gas flaring constitute some of the environmental pollutions confronting humanity, especially in oil producing countries and communities, like those in the Niger Delta region of Nigeria. …”
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ORUD-Detect: A Comprehensive Approach to Offensive Language Detection in Roman Urdu Using Hybrid Machine Learning–Deep Learning Models with Embedding Techniques by Nisar Hussain, Amna Qasim, Gull Mehak, Olga Kolesnikova, Alexander Gelbukh, Grigori Sidorov

“…This poses a considerable challenge for low-resource languages such as Roman Urdu which are widely spoken on platforms like Facebook. In this paper, we perform a comprehensive study of offensive language detection models on Roman Urdu datasets using both Machine Learning (ML) and Deep Learning (DL) approaches. …”
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The effect of hope-based counseling on perceived stress and the quality of life in pregnant women experiencing nausea and vomiting: a randomized control trial by Mahsa Piri, Azam Maleki, Omid Saed

“…The analysis was conducted using SPSS version 27, employing statistical tests like Chi-square, Fisher’s exact test, and independent t-tests, with a significance level set at 0.05. …”
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Dynamic pre-structuration of lipid nanodomain-segregating remorin proteins by Zeren Xu, Adrien Schahl, Marie-Dominique Jolivet, Anthony Legrand, Axelle Grélard, Mélanie Berbon, Estelle Morvan, Louis Lagardere, Jean-Philip Piquemal, Antoine Loquet, Véronique Germain, Matthieu Chavent, Sébastien Mongrand, Birgit Habenstein

“…We here combined molecular imaging, NMR spectroscopy, protein structure calculations and advanced molecular dynamics simulation to unveil a stable pre-structuration of coiled-coil dimers as nanodomain-targeting units, containing a tunable fuzzy coat and a bar code-like positive surface charge before membrane association. …”
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A Package Level Regression Test Selection Approach for Java Software Systems by Mohammed Al-Refai, Mahmoud M. Hammad

“…An approach to enhance its efficiency is Regression Test Selection (RTS), which selectively re-executes a subset of relevant tests that are impacted by code modifications. Previous studies on static and dynamic RTS for Java software have shown that selecting tests at the class level is more effective than using finer granularities like methods or statements. …”
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Estimating hip impact velocity and acceleration from video-captured falls using a pose estimation algorithm by Reese Michaels, Tiago V. Barreira, Stephen N. Robinovitch, Jacob J. Sosnoff, Yaejin Moon

“…By applying OpenPose to each video, we generated a time series of hip positions in the video, which were then analyzed using custom MATLAB code to calculate hip impact velocity and acceleration. …”
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Socioeconomic factors predictive of access delays in oncology by Allen M. Chen

“…Conclusions SES factors related to geographical zip code predict for access delays in radiation oncology care. …”
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Real-time analysis of Delphi panel data to facilitate iterative rating within meetings by Julien B. Weinstein, Cainnear K. Hogan, Taylor Whittington, Jennifer Cano, Sarah M. Seelye, Jeremy B. Sussman, Steven J. Bernstein, Hallie C. Prescott

“…The code generates histograms of panel ratings. The median score is color-coded pink when formal disagreement criteria are met (regardless of median score), and when there is no disagreement, red for median scores of 1–3, yellow for 4–6, and green for 7–9. …”
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Role of medico-administrative database in the selection of the target population in colorectal cancer screening program by Akoï Koïvogui, Robert Benamouzig, Christian Balamou, Gemma Binefa, Sarah Hoeck, Dominika Novak-Mlakar, Catherine Duclos

“…However, these criteria were not uniformly defined in MADBs (i.e., CRC phenotype includes ICD-10 codes C18–C21 in Catalonia, while the C21 code was excluded elsewhere). …”
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Mapping Seismic Hazard: A Comparison by Using Delineated Source Model and Spatially Smoothed Seismic Source Model by Chao Feng, H.P. Hong, Weijin Xu

“…It is recommended that the use of UHS for design code making should be seriously considered, or at least, the shape of the current implemented standardized design spectrum could be improved.…”
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