An integrated deep learning framework using adaptive enhanced vision fusion and modified mobilenet architecture for precision classification of skin diseases with enhanced diagnost... by Ahsan Bilal Tariq, Muhammad Zaheer Sajid, Nauman Ali khan, Muhammad Fareed Hamid, Anwaar UlHaq, Jarrar Amjad

“…Traditional methods often neglect these issues, leading to skewed predictions and poor performance. …”
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LIU-NET: lightweight Inception U-Net for efficient brain tumor segmentation from multimodal 3D MRI images by Gul e Sehar Shahid, Jameel Ahmad, Chaudary Atif Raza Warraich, Amel Ksibi, Shrooq Alsenan, Arfan Arshad, Rehan Raza, Zaffar Ahmed Shaikh

“…Segmenting brain tumors is a critical task in medical imaging that relies on advanced deep-learning methods. However, effectively handling complex tumor regions requires more comprehensive and advanced strategies to overcome challenges such as computational complexity, the gradient vanishing problem, and variations in size and visual impact. …”
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The Academic Effects of VAK Learning Styles on EFL (English as a Foreign Language) Students to learn English Vocabulary by Parween Shawkat Kawther

“…3) Do the teachers take into their considerations their students’ learning styles when they decide the best teaching method that they should apply in the classroom?  …”
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Group-based siamese self-supervised learning by Zhongnian Li, Jiayu Wang, Qingcong Geng, Xinzheng Xu

“…In this paper, we introduced a novel group self-supervised learning approach designed to improve visual representation learning. This new method aimed to rectify the limitations observed in conventional self-supervised learning. …”
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“Design nature”: A color interpretation of Bauhaus school building in Dessau and its conceptual origins by Yuan Meng, Wei Liu

“…Through historical investigation and theoretical research, it elucidates the evolution of color cognition from the perspectives of color theory development, architectural color characteristics, and the interaction between visual perception and color. On this basis, it explores the color theory origins of the Bauhaus and Gropius, dissecting the conceptual framework and methods behind the color design of the Bauhaus school building in Dessau. …”
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Research on the Classification of Traditional Building Materials in Southern Fujian Using the Reflection Intensity Values of Ground-Based LiDAR by Tsung-Chiang Wu, Neng-Gang Kuan, Wei-Cheng Lu

“…The results show classification accuracies of 74% for wood, 98% for stone, and 93% for brick, demonstrating this method’s effectiveness in enhancing point cloud data applications and management.…”
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Transforming language research from classic desktops to virtual environments by Francisco Rocabado, Laís Muntini, Omar Fahmi Jubran, Thomas Lachmann, Jon Andoni Duñabeitia

“…These results demonstrate that VR-derived mental chronometry measures yield findings comparable to conventional methods, establishing a benchmark for future immersive research.…”
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High‐throughput, microscope‐based sorting to dissect cellular heterogeneity by Nicholas Hasle, Anthony Cooke, Sanjay Srivatsan, Heather Huang, Jason J Stephany, Zachary Krieger, Dana Jackson, Weiliang Tang, Sriram Pendyala, Raymond J Monnat, Cole Trapnell, Emily M Hatch, Douglas M Fowler

“…Abstract Microscopy is a powerful tool for characterizing complex cellular phenotypes, but linking these phenotypes to genotype or RNA expression at scale remains challenging. Here, we present Visual Cell Sorting, a method that physically separates hundreds of thousands of live cells based on their visual phenotype. …”
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椭圆齿轮齿形设计和运动分析的MAPLE实现 by 王浩程, 刘健

“…The method of tooth profile design and kinematic analysis of the elliptical gear is analyzed with MAPLE is described. …”
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Assessing built environment walkability using activity-space summary measures by Calvin P Tribby, Harvey J Miller, Barbara B Brown, Carol M Werner, Ken R Smith

“…A key issue is determining the spatial units for walkability measures so that they reflect potential walking behavior. This paper develops methods for assessing walkability within individual activity spaces: the geographic region accessible to an individual during a given walking trip. …”
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Foot reflexology on nausea and vomiting: A systematic review by Soheila Shamsikhani, Mahsa Hosseini

“…Medicinal and nonmedicinal methods, including complementary medicine, treat nausea and vomiting. …”
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Interpretable Supervised Muscle Network Decomposition by Multifactorial ANOVA-ICA by Jun-Ichiro Hirayama

“…Dimensionality reduction techniques based on multivariate linear decomposition can identify the fundamental modes of variation from muscle network instances, and enable compact visualizations and human interpretation. Existing muscle network decomposition methods do not explicitly disentangle the influence of experimental factors such as task parameters or subject groups, hindering meaningful interpretation. …”
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PSYCHOMETRIC PROPERTIES OF THE MULTIDIMENSIONAL SCALE OF PERCEIVED SOCIAL SUPPORTAMONG PERSONS WITH DISABILITIES IN BOSNIA AND HERZEGOVINA by Senad Mehmedinović, Mirza Sitarević, Edin Sarajlić, Sanela Krdžić Osmić

“…The research data were processed using parametric and non-parametric statistical methods. A multivariate method of exploratory factor analysis was applied to identify factors in a given domain when the number and structure of factors are not previously known, along with confirmatory factor analysis using the maximum likelihood algorithm. …”
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Enhancing cardiac disease detection via a fusion of machine learning and medical imaging by Tao Yu, KeYue Chen

“…During the preprocessing phase, essential visual elements are collected from medical pictures utilizing image processing methods and convolutional neural networks (CNNs). …”
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A Robust Approach to Vision-Based Terrain-Aided Localization by Dan Navon, Ehud Rivlin, Hector Rotstein

“…The impact of different filtering methods was also studied, showing an improvement of 50% compared with the unfiltered case. …”
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Peluang dan Tantangan Pembelajaran di Masa Pandemi Melalui Pemanfaatan Aplikasi Google Meet di Desa Sibrama Kecamatan Kemranjen by Khafifatul Fian, Hastin Tri Utami

“…This research is a field research with qualitative research methods and based on a phenomenological approach. …”
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An Empirical Taxonomy of Video Summarization Model From a Statistical Perspective by Sai Babu Veesam, Aravapalli Rama Satish

“…The review categorizes and evaluates techniques against their core approaches: clustering-based methods, deep learning frameworks, and multimodal integration strategies. …”
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Sequentially Modified Gravitational Search Algorithm for Image Enhancement by Ferzan Katırcıoğlu, Uğur Güvenç

“…The success of this method has been increased by optimizing the parameters of the transformation function used. …”
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Swin-transformer for weak feature matching by Yuan Guo, Wenpeng Li, Ping Zhai

“…Experiments indicate that, under identical training conditions, the SwinMatcher outperforms other standard methods in pose estimation, homography estimation, and visual localization. …”
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A novel pedestrian detection algorithm based on data fusion of face images by Jianhu Zheng, Jinshuan Peng

“…Face recognition is the most popular method to detect and track pedestrian movement. During the face recognition process, feature classification ability and reliability are determined by the feature extraction methods. …”
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