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Machine learning algorithms

NATE: Non-pArameTric approach for Explainable credit scoring on imbalanced class

Seongil Han, Haemin Jung

published 31 Dec 2024

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Site-specific prediction of O-GlcNAc modification in proteins using evolutionary scale model

Ayesha Khalid, Afshan Kaleem, Wajahat Qazi, Roheena Abdullah, Mehwish Iqtedar, Shagufta Naz

published 31 Dec 2024

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Identifying the NEAT1/miR-26b-5p/S100A2 axis as a regulator in Parkinson’s disease based on the ferroptosis-related genes

Taole Li, Jifeng Guo

published 31 Dec 2024

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Comparison of principal component analysis algorithms for imputation in agrometeorological data in high dimension and reduced sample size

Valter Cesar de Souza, Sergio Augusto Rodrigues, Luís Roberto Almeida Gabriel Filho

published 31 Dec 2024

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Enhancing generalization in a Kawasaki Disease prediction model using data augmentation: Cross-validation of patients from two major hospitals in Taiwan

Chuan-Sheng Hung, Chun-Hung Richard Lin, Jain-Shing Liu, Shi-Huang Chen, Tsung-Chi Hung, Chih-Min Tsai

published 31 Dec 2024

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Experimental economics for machine learning—a methodological contribution on lie detection

Dmitri Bershadskyy, Laslo Dinges, Marc-André Fiedler, Ayoub Al-Hamadi, Nina Ostermaier, Joachim Weimann

published 31 Dec 2024

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Mortality prediction of inpatients with NSTEMI in a premier hospital in China based on stacking model

Li Wang, Yu zhang, Feng li, Caiyun Li, Hongzeng Xu

published 31 Dec 2024

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Solving the maximum cut problem using Harris Hawk Optimization algorithm

Md. Rafiqul Islam, Md. Shahidul Islam, Pritam Khan Boni, Aldrin Saurov Sarker, Md. Asif Anam

published 30 Dec 2024

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Risk factors and predictive model construction for lower extremity arterial disease in diabetic patients

Yingjie Kuang, Zhixin Cheng, Jun Zhang, Chunxu Yang, Yue Zhang

published 30 Dec 2024

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Arithmetic optimization based MPPT for photovoltaic systems operating under nonuniform situations

Maheshwari Adaikkappan, Nageswari Sathiyamoorthy, Durga Devi Ravichandran, Karthikeyan Balasubramani, Sundararaju Karuppannan, Ramasamy Palanisamy, Zakaria M. S. Elbarbary, Saad F. Al-Gahtani, Ahmed I. Omar

published 30 Dec 2024

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Optimizing hypertension prediction using ensemble learning approaches

Isteaq Kabir Sifat, Md. Kaderi Kibria

published 23 Dec 2024

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Detecting anomalies in graph networks on digital markets

Agata Skorupka

published 23 Dec 2024

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Machine learning-based urban noise appropriateness evaluation method and driving factor analysis

Jinlin Teng, Cheng Zhang, Huimin Gong, Chunqing Liu

published 23 Dec 2024

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