Automatic recognition of pulse repetition interval modulation using temporal convolutional network by Abolfazl Dadgarnia, Mohammad Taghi Sadeghi

“…The experimental results on real data confirm that the proposed method performs accurately and effectively in real world scenarios.…”
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Orthogonal Design Method for Optimizing Roughly Designed Antenna by Qing Zhang, Sanyou Zeng, Chunbang Wu

“…Orthogonal design method (ODM) is widely used in real world application while it is not used for antenna design yet. …”
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Research on Analyzing the Emotional Polarity of Malicious Swipe Comments on E-commerce Platforms Based on NPL by Ren Chaoyi

“…By facilitating buyers in making informed decisions based on genuine reviews, this research underscores the practical value of NLP hi addressing real-world challenges in e-commerce.…”
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Integrating New Approach Methodologies to Address Environmental Pancreatic Toxicity and Metabolic Disorders by Yue Ge

“…Traditional toxicological methods, while foundational, often fail to address the mechanistic complexities of pancreatic dysfunction, particularly under real-world conditions involving multiple exposures. …”
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MEVDT: Multi-modal event-based vehicle detection and tracking datasetDeep Blue Data by Zaid A. El Shair, Samir A. Rawashdeh

“…Designed to advance the research in the domain of event-based vision, MEVDT aims to address the critical need for high-quality, real-world annotated datasets that enable the development and evaluation of object detection and tracking algorithms in automotive environments.…”
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Validation of polymorphic Gompertzian model of cancer through in vitro and in vivo data. by Arina Soboleva, Artem Kaznatcheev, Rachel Cavill, Katharina Schneider, Kateřina Staňková

“…In general, the polymorphic Gompertzian model corresponds well to both in vitro and in vivo real-world data, suggesting it as a candidate for improving the efficacy of cancer therapy, for example, through evolutionary/adaptive therapies.…”
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Matrix measure-based exponential stability and synchronization of Markovian jumping QVNNs with time-varying delays and delayed impulses by Miao Zhang, Bole Li, Weiqiang Gong, Shuo Ma, Qiang Li

“…Notably, derived criteria are straightforward to verify and implement in real-world applications. In the end, to demonstrate the accuracy and effectiveness of achieved theoretical findings, one numerical example with an explanation was presented.…”
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Review on natural hydrogen wells safety by Baojiang Sun, Mengjun Zhang, Qian Sun, Jie Zhong, Guanghao Shao

“…It also emphasizes the need for further research to validate these solutions under real-world conditions. Addressing these challenges is crucial for the safe and efficient extraction of natural hydrogen.…”
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Organic Ferroelectrics for Regulation of Electronic and Ionic Transport Toward Neuromorphic Applications by Minsub Lee, Beomjin Jeong

“…Finally, insight into the research direction of OFEs is provided, and what hurdles shall be overcome for real‐world applications.…”
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Newsboy problem with outsourcing, limited capacity and resalable return by Arezoo Khazaei, Parvaneh Samouei

“…In this article has tried, in order to make the problem more in line with the real world some limitations during production, such as outsourcing mode, capacity limit and returned goods, have been added to the problem.Methodology: This research is based on library studies and the development of mathematical modeling.Findings: In the newsboy problem, there are important parameters such as outsourcing, capacity constraints and product referral which in this study, the effect of each of these parameters on profitability has been evaluated.Originality/Value: Development of the newsboy problem in terms of outsourcing and returned products and capacity constraints.…”
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LEAF-Net: A Unified Framework for Leaf Extraction and Analysis in Multi-Crop Phenotyping Using YOLOv11 by Ameer Tamoor Khan, Signe Marie Jensen

“…These findings highlight the benefits of dataset diversity in improving generalization, while emphasizing the need for larger annotated datasets to address variability in real-world conditions. While the combined dataset improves generalization, the unique characteristics of individual crops may still benefit from specialized training.…”
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The SEIRS-NIMFA epidemiological model for malware propagation analysis in IoT networks by Laura Quiroga-Sánchez, Germán A. Montoya, Carlos Lozano-Garzon

“…Our findings demonstrate that our proposal can effectively aid decision-making in implementing security measures in real-world situations. Finally, our proposal and its implementation are open to further enhancements, broadening their potential applications.…”
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An Efficient Blind Image Deblurring Using a Smoothing Function by Kittiya Khongkraphan, Aniruth Phonon, Sainuddeen Nuiphom

“…Various experiments on synthesized and real-world images confirm that our approach outperforms several existing methods, especially on the images corrupted by noises. …”
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Performance Research on Multi-Target Detection in Different Noisy Environments by Yuhong Yin, Qian Jia, Huiqi Xu, Guanglei Fu

“…Theoretical and statistical analyses of these methods have been done through simulations and a real-world water tank experiment. It is known that these detection approaches suffer from array errors and environmental noises. …”
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Big Data Research for Diabetes-Related Diseases Using the Korean National Health Information Database by Kyung-Soo Kim, Bongseong Kim, Kyungdo Han

“…The Korean National Health Information Database (NHID), which contains nationwide real-world claims data including sociodemographic data, health care utilization data, health screening data, and healthcare provider information, is a powerful resource to test various hypotheses. …”
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A Unified Approach to Some Classes of Nonlinear Integral Equations by Nurgali K. Ashirbayev, Józef Banaś, Raina Bekmoldayeva

“…Those integral equations play very significant role in applications to the description of numerous real world events. Our aim is to show that the mentioned integral equations can be treated from the view point of nonlinear Volterra-Stieltjes integral equations. …”
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Enhancing Real-Time Embedded System Education With Self-Driving Car Models by Dheya Mustafa, Safaa Mahmoud Khabour, Intisar Ghazi Mustafeh

“…Using the proposed models, real-world autodrive features exposed to automated vehicles were implemented and validated.…”
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Disproportionate adverse event signals of selumetinib in neurofibromatosis type I: insights from FAERS by Lin Li

“…Selumetinib, a MEK1/2 inhibitor, has emerged as a promising therapy for inoperable NF1-related plexiform neurofibromas.MethodsOur retrospective pharmacovigilance study utilized the FDA Adverse Event Reporting System (FAERS) to comprehensively evaluate Selumetinib’s safety profile in real-world settings. Data from the third quarter of 2020 to the fourth quarter of 2023 were analyzed, identifying 498 adverse event reports with Selumetinib as the primary suspect drug.ResultsStatistical analysis revealed disproportionate signals for skin and subcutaneous tissue disorders, eye disorders, and various congenital, familial, and genetic disorders. …”
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Neural processing of naturalistic audiovisual events in space and time by Yu Hu, Yalda Mohsenzadeh

“…Abstract Our brain seamlessly integrates distinct sensory information to form a coherent percept. However, when real-world audiovisual events are perceived, the specific brain regions and timings for processing different levels of information remain less investigated. …”
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A Global Outlook into the Transformation of Education for the Fourth Industrial Revolution by Alfred Otara

“…The successful integration of 4IR education is highlighted by real-world case studies from Singapore, Finland, and Rwanda that provide insights into effective policy design, pedagogical innovation, and cross-sector collaboration. …”
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