YOLOv8n-DSDL: A lightweight dual-backbone network with decoupled self-attention for cotton maturity detection by Meiqi Zhong, Linjing Wei, Henghui Mo

“…However, existing models often suffer from low detection accuracy and poor adaptability due to challenges such as varietal diversity, rapid changes in maturity stages, difficulty in small object detection, and environmental interferences like lighting and occlusion. …”
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CenterNet-Elite: A Small Object Detection Model for Driving Scenario by Lingling Wang, Xiang Li, Xiaoyan Chen, Bin Zhou

“…On one hand, the limited pixel size of small objects severely constrains their visual features in images, making them susceptible to distortion and difficult to distinguish from background noise. …”
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VMKLA-UNet: vision Mamba with KAN linear attention U-Net by Chenhong Su, Xuegang Luo, Shiqing Li, Li Chen, Juan Wang

“…This synergistic integration of channel and spatial attention mechanisms augments the model’s adaptability, leading to superior segmentation performance across diverse lesion types. …”
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Performance Analysis of a 90mm Multi Launcher Missile System Integrated with Radar for Vital Object Air Defense Against High Speed and Stealth Aerial Threats by Nur Rachman Supadmana Muda

“…Overall, the MLRS proved highly effective, responsive, and adaptable, making it a robust and scalable solution for modern battlefield air defense against complex aerial threats. …”
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Enhancing Teaching: The Crucial Role of Effective Preparation and Delivery of Lectures by Iryna Hontarenko, Oksana Kovalenko

“…These precautions include avoiding the simultaneous use of numerous types of illustrative material and an excess of visual aids such as PowerPoint presentations. Such practices can lead to cognitive overload, as different processing forms may interfere with one another. …”
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Landscape through graphic representation: Augmented Reality as a tool for interpretation by Felipe Fernández García, Daniel Herrera Arenas, Juan Sevilla Álvarez

“…Within a sociocultural context where visual components are becoming increasingly important and new technologies are spreading, geography must adapt to new demands, avoid trivialization in the use of images, and approach the task of creating graphic elements based on an effective and rigorous transmission of knowledge. …”
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MODELING THE BEHAVIOR OF ENTERTAINMENT CONTENT CONSUMERS TAKING INTO ACCOUNT DIGITAL TECHNOLOGIES by Olga Zyma

“…The process considers various factors influencing the choice of entertainment content, emphasizing the need for content adaptation to the individual needs of consumers. …”
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The subthalamic microlesion story in Parkinson's disease: electrode insertion-related motor improvement with relative cortico-subcortical hypoactivation in fMRI. by Robert Jech, Karsten Mueller, Dušan Urgošík, Tomáš Sieger, Štefan Holiga, Filip Růžička, Petr Dušek, Petra Havránková, Josef Vymazal, Evžen Růžička

“…The motor system finally adapted to the microlesion within one month as suggested by loss of motor improvement and good efficacy of deep brain stimulation.…”
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Innovations and barriers in sustainable and green finance for advancing sustainable development goals by Raghu Raman, Suparna Ray, Dayana Das, Prema Nedungadi

“…Future research directions include the development of advanced data analytics, adaptation to local contexts, technological integration, and exploration of the social dimensions of sustainable finance. …”
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Digiral marketplaces and their effect to corporates’ business models and structures by Sergey N. Lavrov, Sergey V. Neklyudov

“…By the 21st century digitalization has affected not only production processes and the service sector, but has also led to a transformation of forms of interaction between market participants: not only along the lines of “business - consumer”, “business - business”, “business - state”, “consumer - state/citizen”, but also in terms of the need for “physical presence” and “visual” interaction between market participants. Moreover, digitalization has led to a significant revision of the business models used by companies, which has significantly increased the performance of some, and “squeezed” those players in the markets of goods and services who have not been able to adapt to the new changing conditions. …”
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Near-random connections support top-down feature-based attentional modulations in early sensory cortex. by Sunyoung Park, John T Serences

“…To investigate this issue, we adapted a spiking neural network model with a first 'sensory' layer composed of neurons selective for single features. …”
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Histological and micro-CT evidence of stigmatic rostellum receptivity promoting auto-pollination in the madagascan orchid Bulbophyllum bicoloratum. by Alexander Gamisch, Yannick M Staedler, Jürg Schönenberger, Gunter A Fischer, Hans Peter Comes

“…Rostellum receptivity in B. bicoloratum probably uniquely evolved as an adaptation for reproductive assurance from an outcrossing ancestor possessing an erect (non-receptive) rostellum. …”
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Numerical design of nonstationary wavelets: Enhanced filter design andapplications in image compression by A. Boussaad, Y. Fourar, K. Melkemi

“…This leads to better visual quality and reduced storage requirements while maintaining computational efficiency. …”
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Nutritional interventions in muscle hypertrophy research: a scientometric analysis within the context of resistance training (1992–2025) by Wei Chen

“…Bibliometrix was used to analyze publication trends and thematic evolution; VOSviewer to map keyword co-occurrence and collaboration networks; and CiteSpace to detect citation bursts and visualize knowledge structures. Collectively, these methods facilitated the identification of high-frequency keywords, hotspot transitions, collaborative patterns, and underexplored thematic gaps. …”
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Hierarchical cross-modal attention and dual audio pathways for enhanced multimodal sentiment analysis by D. Vamsidhar, Parth Desai, Aniket K. Shahade, Shruti Patil, Priyanka V. Deshmukh

“…In addition, such an architecture demonstrates modular scalability and adaptability across domains, making it proficient for applications in healthcare, social media, and customer service. …”
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The Impact of the COVID-19 Pandemic on Research into Chinese University Students’ Mental Health: A Bibliometric Analysis by Zhexian Zhu, Michela Montesi

“…Descriptive statistics and visual analysis tools were employed to explore publication trends and collaboration patterns. …”
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YOLOv10-LGDA: An Improved Algorithm for Defect Detection in Citrus Fruits Across Diverse Backgrounds by Lun Wang, Rong Ye, Youqing Chen, Tong Li

“…The incorporation of the DAT mechanism is designed to achieve higher efficiency and accuracy in handling complex visual tasks. Furthermore, we integrate the AFPN module to enhance the model’s detection capability for targets of varying scales. …”
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Multimodal dataset for sensor fusion in fall detection by Carla Taramasco, Miguel Pineiro, Pablo Ormeño-Arriagada, Diego Robles, David Araya

“…Despite the existence of numerous fall detection systems (FDSs) that utilize machine learning and predictive modeling, accurately distinguishing between everyday activities and genuine falls continues to pose significant challenges, exacerbated by the varied nature of residential settings. Adaptable solutions are essential to cater to the diverse conditions under which falls occur. …”
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Mapping the Research Landscape of Climate Change and its Impact on Pregnancy and Neonatal Outcomes: A Bibliometric Analysis by Xinyan Zhang, Yan He, Yuxin Liu, Jun Guan, Feng Jiang, Weirong Gu

“…Conclusions This study provides a comprehensive visual and quantitative overview of the research landscape linking climate change with maternal and neonatal health. …”
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Clinicians’ experience with infographic summaries from the BMJ Rapid Recommendations: a qualitative user-testing study among residents and interns at a large teaching hospital in S... by Thomas Agoritsas, Per Vandvik, Tiffany Hirschel

“…Guideline organisations can use our findings to adapt their presentation format to enhance their dissemination and uptake in clinical practice. …”
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