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Machine learning algorithms

Short-term power load forecasting based on the CEEMDAN-TCN-ESN model

Jiacheng Huang, Xiaowen Zhang, Xuchu Jiang

published 26 Oct 2023

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A machine learning approach to graduate admissions and the role of letters of recommendation

Yijun Zhao, Xiaoyu Chen, Haoran Xue, Gary M. Weiss

published 25 Oct 2023

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Students learning performance prediction based on feature extraction algorithm and attention-based bidirectional gated recurrent unit network

Chengxin Yin, Dezhao Tang, Fang Zhang, Qichao Tang, Yang Feng, Zhen He

published 25 Oct 2023

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Machine learning-based spatial data development for optimizing astronomical observatory sites in Indonesia

Anjar Dimara Sakti, Muhammad Rizky Zakiar, Cokro Santoso, Nila Armelia Windasari, Anton Timur Jaelani, Seny Damayanti, Tania Septi Anggraini, Anissa Dicky Putri, Delik Hudalah, Albertus Deliar

published 20 Oct 2023

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Machine learning-based prediction models for home discharge in patients with COVID-19: Development and evaluation using electronic health records

Ruben D. Zapata, Shu Huang, Earl Morris, Chang Wang, Christopher Harle, Tanja Magoc, Mamoun Mardini, Tyler Loftus, François Modave

published 20 Oct 2023

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Optimization of sports effect evaluation technology from random forest algorithm and elastic network algorithm

Caixia Wang

published 20 Oct 2023

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An open-source probabilistic record linkage process for records with family-level information: Simulation study and applied analysis

John Prindle, Himal Suthar, Emily Putnam-Hornstein

published 20 Oct 2023

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Analyzing sales of the Korean restaurant franchise during the COVID-19 pandemic with the mixed-effects model approach

Changro Lee, Youngmo Koo

published 18 Oct 2023

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Machine learning with optimization to create medicine intake schedules for Parkinson’s disease patients

Tomasz Gutowski, Ryszard Antkiewicz, Stanisław Szlufik

published 18 Oct 2023

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A multi-dimensional fusion strategy similarity measure method for patent application technology disclosure document

Meilong Zhu, Mingda Li, Kangwei Hou, Zhaohui Wang, Xianjun Long

published 18 Oct 2023

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Machine learning algorithms’ application to predict childhood vaccination among children aged 12–23 months in Ethiopia: Evidence 2016 Ethiopian Demographic and Health Survey dataset

Addisalem Workie Demsash, Alex Ayenew Chereka, Agmasie Damtew Walle, Sisay Yitayih Kassie, Firomsa Bekele, Teshome Bekana

published 18 Oct 2023

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Classification of mathematical test questions using machine learning on datasets of learning management system questions

Gun Il Kim, Sungtae Kim, Beakcheol Jang

published 18 Oct 2023

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Common institutional investors and the quality of management earnings forecasts—Empirical and machine learning evidences

Shanshan Yang, Xiaohan Li, Zhenhua Jiang, Man Xiao

published 16 Oct 2023

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