A Stage-Structured Predator-Prey Model in a Patchy Environment by Xuejuan Lu, Yuming Chen, Shengqiang Liu

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Experimental Study on the Aeolian Sand Solidification via MICP Technique by Yijun Zhou, Yulong Chen

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Fabric-based patchwork on shoes through ultrasonic welding by Rahima Hussain, Muhammad Anwaar Nazeer

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Key Technology of Internet of Things Middleware and Computer Event Matching Algorithm by Laicun Li, Rulin Bai

“…The experimental results show that the clustering accuracy of different datasets is above 85%, and the clustering accuracy of causality reaches 96.07% when the dataset is 5G. …”
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Association between transarterial chemoembolization refractoriness and prognosis in Chinese patients with hepatocellular carcinoma: a large retrospective cohort study by Qinxue Sun, Ziliang Wu, Xi Yin, Feng Li, Ri Liu

“…The Chinese College of Interventionalists (CCI) proposed a tailored definition, but its impact on HCC prognosis is still limited.MethodsThis study included 844 patients with Barcelona Clinic Liver Cancer (BCLC) stage B HCC from a multicenter dataset. Propensity score matching (PSM) was used to minimize baseline differences between the TACE-Refractoriness (n = 54) and TACE-Non-Refractoriness (n = 108) groups. …”
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Simultaneous determination of 74 pesticide residues in Panax notoginseng by QuEChERS coupled with gas chromatography tandem mass spectrometry by Huijun Li, Jieshan Wu, Chao Chen, Wenfeng Xin, Wensheng Zhang

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Soil Quality Assessment Strategies for Evaluating Soil Degradation in Northern Ethiopia by Gebreyesus Brhane Tesfahunegn

“…Mean SQI values for LS1 and LS8 using expert opinion dataset selection method were 0.874 and 0.406, respectively. …”
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Feature selection based on Mahalanobis distance for early Parkinson disease classification by Mustafa Noaman Kadhim, Dhiah Al-Shammary, Ahmed M. Mahdi, Ayman Ibaida

“…Standard classifiers struggle with high-dimensional datasets due to increased computational complexity, difficulty in visualization and interpretation, and challenges in handling redundant or irrelevant features. …”
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Support Vector Machine – Recursive Feature Elimination for Feature Selection on Multi-omics Lung Cancer Data by Nuraina Syaza Azman, Azurah A Samah, Ji Tong Lin, Hairudin Abdul Majid, Zuraini Ali Shah, Nies Hui Wen, Chan Weng Howe

“…The cleaned LUSC datasets are then integrated to form a multi-omics dataset. …”
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Liquefaction Evaluation Based on Shear Wave Velocity Using Random Forest by Lu Liu, Shushan Zhang, Xiaofei Yao, Hongmei Gao, Zhihua Wang, Zhifu Shen

“…The RF model was developed using the Andrus database as a training dataset comprising 225 sets of liquefaction performance and shear wave velocity measurements. …”
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Soil data from the Barbastro-Balaguer gypsum belt, NE SpainMendeley Data by Juan Herrero, María Tierra, Carmen Castañeda

“…The dataset [1] hosts pedological info and images of the lands —locally known as chesas— of the outcropping gypsiferous core of the Barbastro-Balaguer anticline (Fig. 1). …”
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Gene expression changes in blastocyst hatching affect embryo implantation success in mice by Liyou An, Liang Zhang, Yulin Wu, Yadi Teng, Zihan Liu, Meixiang Ma, Miaolong Li, Xinrong Peng, Chenxi Liu

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Attention to Monkeypox: An Interpretable Monkeypox Detection Technique Using Attention Mechanism by Avi Deb Raha, Mrityunjoy Gain, Rameswar Debnath, Apurba Adhikary, Yu Qiao, Md. Mehedi Hassan, Anupam Kumar Bairagi, Sheikh Mohammed Shariful Islam

“…The attention-based MobileNetV2 model demonstrated impressive results, outperforming the baseline models by achieving 92.28% accuracy in the extended MSID dataset, 98.19% in the original MSID dataset, and 93.33% in the Monkeypox Skin Lesion Dataset (MSLD) dataset.…”
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Ontological analysis in the problems of container applications threat modelling by A. I. Brazhuk, E. V. Olizarovich

“…A machine-readable set (dataset) of 200 data flow diagrams is developed; each diagram is obtained from the configuration of a real container application and is presented as an ontology and a knowledge graph. …”
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An Enhanced -Means Clustering Algorithm for Pattern Discovery in Healthcare Data by Ramzi A. Haraty, Mohamad Dimishkieh, Mehedi Masud

“…Mainly, we study k -means clustering algorithms on large datasets and present an enhancement to k -means clustering, which requires k or a lesser number of passes to a dataset. …”
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Graph-Based Node Finding in Big Complex Contextual Social Graphs by Keshou Wu, Guanfeng Liu, Junwen Lu

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Deep Learning Method for Handwriting Recognition by Abdullah Erdal Tümer, Ayşe Ayvacı Erdoğan

“…The model was trained using the EMNIST dataset, and in the character, dataset created from the documents at hand. …”
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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. …”
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DANSK: Domain Generalization of Danish Named Entity Recognition by Kenneth Enevoldsen, Emil Trenckner Jessen, Rebekah Baglini

“…Shortcomings of the annotation quality of the dataset and its impact on model training and evaluation are also discussed. …”
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Modeling and Analysis of Ecological Urban Landscape Pattern Evolution Based on Multisource Remote Sensing Data by Zhang Min, Wang Xuejie, Liu Yun

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