GIRH-Unet: Improved Residual Tobacco Segmentation Algorithm Based on GhostNetV3-Unet by Jianhua Ye, Yunda Zhang, Pan Li, Ze Guo

“…Practical application in the production environment confirms that the proposed method successfully segments fine residual tobacco in complex backgrounds and meets the detection requirements relevant to the production site.…”
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Securing Electric Vehicle Performance: Machine Learning-Driven Fault Detection and Classification by Mahbub Ul Islam Khan, Md. Ilius Hasan Pathan, Mohammad Mominur Rahman, Md. Maidul Islam, Mohammed Arfat Raihan Chowdhury, Md. Shamim Anower, Md. Masud Rana, Md. Shafiul Alam, Mahmudul Hasan, Md. Shohanur Islam Sobuj, Md. Babul Islam, Veerpratap Meena, Francesco Benedetto

“…In addition, the superiority of the proposed fault detection and classification approaches using ML tools was assessed by comparing the detection and classification efficiency through some statistical performance parameter comparisons among the classifiers.…”
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Colorimetric sensing of chloride and fluoride by 2-quinonimine functionalized gold nanoparticles by Sadhana Kundu, Pradip Kar

“…In this report, the stable colloid of gold nanoparticles functionalized (AuNPs) with 2-quinonimine (2-QI) was successfully synthesized to be used in the colorimetric sensing application of chloride and fluoride ions in an aqueous medium. …”
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Effect of cochlear implant surgery on vestibular function: meta-analysis study by Iman Ibrahim, Sabrina Daniela da Silva, Bernard Segal, Anthony Zeitouni

“…No significant effect of CI surgery was detected in HIT, posturography, or DHI scores. Overall, the clinical effect of CI surgery on the vestibular function was found to be insignificant. …”
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Automated identification of soil functional components based on NanoSIMS data by Yahan Hu, Johann Maximilian Zollner, Carmen Höschen, Martin Werner, Steffen A. Schweizer

“…The tool is provided as an open-source software toolbox (NanoT). In addition, a two-step unsupervised segmentation method was developed to identify soil functional components based on NanoSIMS analyses. …”
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Failure Law of Sandstone and Identification of Premonitory Deterioration Information Based on Digital Image Correlation–Acoustic Emission Multi-Source Information Fusion by Zhaohui Chong, Guanzhong Qiu, Xuehua Li, Qiangling Yao

“…Additionally, by introducing the derivative functions of the multi-source information function for quantitative analysis, a comprehensive evaluation method was proposed based on the multi-source information fusion monitoring to forewarn red sandstone failure by levels during loading. …”
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Application of metal nanoparticle-loaded nanocomposites for extraction, removal, and detection of mycotoxins in foods by Mehdi Maham, Reza Abedi-Firoozjah, Mohammad Hadi Moradiyan, Maryam Azizi Lalabadi, Elham Assadpour, Hamed Ahari, Seid Mahdi Jafari

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A Hybrid and Modular Integration Concept for Anomaly Detection in Industrial Control Systems by Christian Goetz, Bernhard G. Humm

“…Therefore, in this paper, we present a modular and hybrid concept that enables the integration of efficient and effective anomaly detection while optimising the use of available resources under consideration of industrial requirements. …”
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Advanced DNA–Gold Biointerface for PCR‐Free Molecular Detection of Leishmania infantum by Paolo Calorenni, Giovanni Bella, Marco Sebastiano Nicolò, Emanuele Luigi Sciuto, Maria Vittoria Balli, Giovanni Valenti, Tommaso Gritti, Stefania Varani, Luca Prodi, Sabrina Conoci

“…In this context, the detection of not amplified genetic targets through electro‐optical transduction is successfully investigated. …”
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Magnetic Ferrites Synthesized from Leclanché Exhausted Batteries for Heavy Metal Detection by Santiago Kosloski, Jarem Raul Garcia, Alan Fernando Yoshiaki Matsushita

“…The nanocomposites were modified with silica (SiO2) using tetraethyl orthosilicate (TEOS) to enhance their functional properties, particularly for improved stability and surface functionality crucial for environmental applications. …”
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Quantifying Truthfulness: A Probabilistic Framework for Atomic Claim-Based Misinformation Detection by Fahim Sufi, Musleh Alsulami

“…This paper addresses this gap by proposing a novel probabilistic framework that decomposes complex assertions into semantically atomic claims and computes their veracity through a structured evaluation of source credibility and evidence frequency. Each atomic unit is matched against a curated corpus of 11,928 cyber-related news entries using a binary alignment function, and its truthfulness is quantified via a composite score integrating both source reliability and support density. …”
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Reduced graphene oxide-based absorbance biosensors for detecting Escherichia coli DNA by Chau Nguyen Minh Hoang, Son Hai Nguyen, Mai Thi Tran

“…The functionalized reduced graphene oxide was successfully synthesized using a modified Hummers’ method, followed by a hydrothermal reduction step. …”
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A New Electrochemical Sensor for Direct Detection of Purine Antimetabolites and DNA Degradation by Liliya K. Shpigun, Elena Yu. Andryukhina

“…The development of a reliable electrochemical sensor using a hybrid nanocomposite consisting of ionic liquid (1-butyl-3-methylimidazolium hexafluorophosphate) functionalized graphene oxide (GrO-IL) and gold nanoparticles (AuNPs) stabilized by chitosan (Chit) was described. …”
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Fault Detection, Isolation and Reconfiguration of Four-Bar Mechanism-Based Knee Exoskeleton by Prakhar Jain, Tarun Kumar Bera, Ashish Singla, Sajid Rafique, Magnus Isaksson

“…The proposed system successfully reconfigures itself in response to faults.…”
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Social Network Community Detection by Combining Self-Organizing Maps and Genetic Algorithms by Mehdi Ellouze

“…To this end, many research works in the literature offer users some tools that can help them take advantage of this mine of information. Community detection is one of these tools and aims to detect a set of entities that share some features within a social network. …”
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A Cost-Benefit Analysis of the Installation of an Automatic Incident Detection System in Vilnius by Aldona Jarašūnienė, Marta Novikova

“…A well-functioning transport network is a key element of a successful economy. …”
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YOLOX-LS: Strong Gravitational Lenses Detection in the DECaLS with Deep Learning by Yangyang Liu, Liangping Tu, Jianxi Li, Jiawei Miao, Gengqi Lin, Chenying Zhao

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Application of VGG16 in Automated Detection of Bone Fractures in X-Ray Images by Resky Adhyaksa, Bedy Purnama

“…The training and testing phases utilized an 80:20 split of the data, employing binary cross-entropy as the loss function and the Adam optimizer for efficient weight updates. …”
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Video Analysis and Frame Prediction Based on Improved Object Detection and ConvGRU by Xijuan Wang, Ru Chen

“…The loss function and average accuracy mean have been improved, with a maximum detection accuracy of 0.947. …”
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Detection of Human Immunodeficiency Virus in Saliva Using a Nickel-Based Electrocatalyst by Dipu Saha, Ashwin Ramanujam, Gerardine G. Botte

“…Current methods cannot reliably detect HIV in saliva samples due to the low concentration of viral particles in oral fluid. …”
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