Multiscale Feature Fusion for Salient Object Detection of Strip Steel Surface Defects by Li Zhang, Xirui Li, Yange Sun, Yan Feng, Huaping Guo

“…This paper proposes a novel multiscale feature fusion (MFF) method for salient object detection of strip steel surface defects, fusing multiscale features through the following three steps: 1) generating rough multiscale features using upsampling/downsampling or convolution operations with sampling techniques, 2) applying self-attention operations to each feature to generate a refined representation, and 3) fusing the multiscale features from the previous two steps for salient object detection. …”
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Detection of LUAD-Associated Genes Using Wasserstein Distance in Multiomics Feature Selection by Shaofei Zhao, Siming Huang, Lingli Yang, Weiyu Zhou, Kexuan Li, Shige Wang

“…These results highlight the complexity of multiomics integration and the need for advanced feature selection techniques to uncover biologically meaningful patterns. …”
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Abstract visual reasoning based on algebraic methods by Mingyang Zheng, Weibing Wan, Zhijun Fang

“…The model incorporates a relational bottleneck method from information theory, separating the input perceptual information from the embeddings of abstract representations, thereby restricting and differentiating feature processing to encourage relational comparisons and induce the extraction of abstract patterns. …”
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Advancing sustainable agricultural: A novel framework for mapping annual 30-m resolution national-level irrigated croplands by Enyu Du, Fang Chen, Huicong Jia, Jinwei Dong, Lei Wang, Yu Chen

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A Hybrid Sequential Feature Selection Approach for Identifying New Potential mRNA Biomarkers for Usher Syndrome Using Machine Learning by Rama Krishna Thelagathoti, Wesley A. Tom, Dinesh S. Chandel, Chao Jiang, Gary Krzyzanowski, Appolinaire Olou, M. Rohan Fernando

“…We employed a combination of feature selection techniques, including variance thresholding, recursive feature elimination, and Lasso regression, integrated within a nested cross-validation framework. …”
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Co-occurrence patterns based fruit quality detection for hierarchical fruit image annotation by Sangita B. Nemade, Shefali P. Sonavane

“…The co-occurrence patterns are obtained based on the visual features of the selected fruit. …”
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Power Quality Coupling Assessment Based on Data-Driven under Multiple Pollution Patterns by Jian ZHANG, Hao YU, Jianquan LIANG, Yue WANG, Heqian LIU

“…And then, a pattern distance measurement method is developed to implement pattern matching on the pattern features and to analyze the coupling of disturbance time series among nodes under different pollution patterns, thereby determining the interplay of disturbance among nodes. …”
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Investigation of the Components of Patterns Providing Diversity in the Qur’an Numbered 487 in the Alanya Museum Inventory by Ummuhan Kaçar, Muhammet Bilgen

“…Factors of motifs visible in patterns such as form, size, frequency, variety, balance, spacing, etc., reflect unique features of artistic styles. …”
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Intelligent pattern design using 3D modelling technology for urban sculpture designing by Wei Wan

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Influence of Surface Textures and Patterns Produced by Laser Ablation on Blood Compatibility of Stainless Steel by Jialin Dong, Manuela Pacella, Yang Liu

“…Abstract Laser surface texturing (LST) is applied to modify the morphology of surface topographic features, inducing the corresponding effects on surface chemistry and wettability. …”
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Enhancing the Recognition of Collinear Building Patterns by Shape Cognition Based on Graph Neural Networks by Fubing Zhang, Qun Sun, Wenjun Huang, Youneng Su, Jingzhen Ma, Ruixing Xing

“…Current building pattern recognition methods are often based on a shape index that can only characterize shape features from one aspect, resulting in significant errors. …”
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Effects of attention on the asymmetric serial dependences between form and motion patterns and their computational processes by Qian Sun, Qian Sun, Si-Yu Wang, Meng-Ying Sun, Fan-Huan You, Ping Ran, Qi Sun, Qi Sun

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Chest CT in Pulmonary Fibrosis: A Narrative Review of Imaging Patterns and Their Prognostic Significance by Mehrshad Dabbagh, Mohammad Amin Shajareh Pour Salavati, Yas Zeinaly Parizi

“…Characteristic HRCT findings, such as honeycombing, reticulation, ground-glass opacities, and traction bronchiectasis, were analyzed in the context of usual interstitial pneumonia (UIP) and nonspecific interstitial pneumonia (NSIP) patterns. UIP pattern on HRCT is strongly associated with IPF and confers a worse prognosis compared to NSIP or other non-UIP patterns. …”
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Papillary tumor of the pineal region: A case with unique immunohistochemical keratin expression pattern by Rakesh Kumar Gupta, Vineeta Vijay Batra, Arvind Kumar Srivastava, Mehar Chand Sharma

“…Herein, we report an additional case of PTPR in a 25-year-old male with emphasis on immunohistochemistry and ultrastructural features. Interestingly, this case showed a unique membranous as well as dot-like Golgi zone keratin (AE1/AE3 and CK18) expression pattern.…”
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PATTERNS OF INTERACTION BETWEENGOVERNMENT AND NON-PROFIT ORGANIZATIONS IN THE CONTEXT OF CONFLCIT RESOLUTION IN MODERN RUSSIA by V. P. Miletskiy, I. S. Lysenko

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Determining the suitability of using eye wrinkle patterns for the accurate identification of individual black rhinos by Felix Patton, Martin Jones

“…Eye wrinkle patterns have received little attention but were found to be useful when separating a large number of photographs of 19 captive rhinos particularly for distinguishing individual sub-adults where other features such as horn length and shape were very similar. …”
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Method for recognizing abnormal operation patterns in hydraulic support machine-following and shifting control by MA Zhitao, FU Xiang, LI Haojie, NIU Penghao, JIA Yifan

“…The remaining four stroke-related features were input into the decision tree model to identify stroke anomaly patterns. …”
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Efficient Robot Localization Through Deep Learning-Based Natural Fiduciary Pattern Recognition by Ramón Alberto Mena-Almonte, Ekaitz Zulueta, Ismael Etxeberria-Agiriano, Unai Fernandez-Gamiz

“…This paper introduces an efficient localization algorithm for robotic systems, utilizing deep learning to identify and exploit natural fiduciary patterns within the environment. Diverging from conventional localization techniques that depend on artificial markers, this method capitalizes on the inherent environmental features to enhance both accuracy and computational efficiency. …”
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Spatial pattern evolution and driving forces of ecosystem service value in the Yellow River Basin by Yuan Li, Xiao Hui Wang, Yu Xuan Wan, Bin Xu

“…The Yellow River Basin is one of the basins characterized by China’s most complex geomorphological features. Investigating how the spatial pattern evolution of land types affects ecosystem service value (ESV) provides critical guidance for enhancing land resource management and ecological conservation in the Yellow River Basin. …”
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Juvenile dermatomyositis in Oman: clinical patterns and disease trajectory from a National cohort by Reem Abdwani, Mahadev J. Mal, Eman Al Masroori, Ruqaiya Al Jashmi, Safiya Al Abrawi, Ibrahim Al-Zakwani

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