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Machine learning algorithms

Machine learning-based seasonal SMAP soil moisture retrieval integrating MODIS drought indices: A case study of the Wujiang River Basin

Ju Zhao, Hanyu Lu, Pengfei Qu, Yongyi Yuan

published 22 Jun 2026

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Identifying policy-relevant traffic crash risk factors in Cheongju, South Korea using logistic regression and explainable machine learning

Eun-Ji Lee, Sua Kim, Hyun-Ji Lee, Jae-Hwan Jhong

published 22 Jun 2026

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GARN3: A coarse-grained helix centered technique for RNA 3D structures prediction

Jhonatan Silva, Johanne Cohen, Daniel Cordeiro

published 22 Jun 2026

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Circ-EnviroPredict: A machine learning-based tool to predict potential involvement of circRNAs with cold and drought stress through a Word2Vec approach

Maria Clara Martins Ferreira, Frederico Schmitt Kremer, Vanessa Galli

published 18 Jun 2026

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Screening disease feature genes and analyzing correlations with immune cell infiltration in knee osteoarthritis chondrocytes based on multiple machine learning algorithms

Jing-le Zhuge, Xi-yong Li, Yong-le Wang, Juan-fen Ma

published 16 Jun 2026

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Digital media pattern design compression and optimization method based on K-means clustering and LLE dimensionality reduction

Binmei Liu, Shiwan Zhou, Jing Sun, Xiaojuan Liu, Wenting Lu

published 16 Jun 2026

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Machine learning approaches for predicting preventive maintenance costs of expressways in Xinjiang

Chunyan Jia, Jianhui An, Shengqiang Ma, Xiaomin Dai

published 16 Jun 2026

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Explainable machine learning reveals diverse yield-determining factors among Thai rice farmer cohorts: Implications for targeted agricultural support

Manusnan Suriyalaksh, Benjapon Prommawin, Pimkhuan Hannanta-anan, Tanee Sreewongchai, Parichart Promchote, Sutkhet Nakasathien

published 15 Jun 2026

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Geospatial variation and machine learning approaches to predict open defecation practice in Zambia

Andualem Addisu Birlie, Nega Abebe Meshesha, Sefefe Birhanu Tizie, Smegnew Gichew Wondie, Selamawit Gashaw Teshome, Tesfaye Deribe Bedada, Ayana Alebachew Muluneh, Biruktawit Lelisa Eticha, Geleta Nenko Dube, Gelgelo Wodessa, Muluken Belachew Mengistie

published 10 Jun 2026

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Dynamics of botnet propagation model in complex networks considering hybrid method for botnet detection

Mahdieh Maazalahi, Soodeh Hosseini

published 09 Jun 2026

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GS-YOLO: A lightweight high-accuracy model for small target detection in drone aerial images

Xiaoyuan Jin, Xiyuan Zhu, Dongdong Kang, Wangyu Shen, Yang Zhao, Xun Li, Baoxi Yuan, Yuzhen Zhao

published 08 Jun 2026

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Explainable IAOA-CNN-CBAM-SVR model for predicting air consumption of auxiliary nozzles with limited sample size

Min Shen, Yongbo Cao, Xiaoshuang Xiong, Zhen Wang, Lianqing Yu, Xuezheng Yang, Yongfa Lv

published 05 Jun 2026

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Leveraging nonlinear relationships and interactions to improve 30-day pneumonia readmission machine learning models

Eric M. Mortensen, Nkiruka Atuegwu, Shane J. Sacco

published 05 Jun 2026

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