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Machine learning algorithms

Hierarchical growth in neural networks structure: Organizing inputs by Order of Hierarchical Complexity

Sofia Leite, Bruno Mota, António Ramos Silva, Michael Lamport Commons, Patrice Marie Miller, Pedro Pereira Rodrigues

published 31 Aug 2023

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HPOSS: A hierarchical portfolio optimization stacking strategy to reduce the generalization error of ensembles of models

Luan Carlos de Sena Monteiro Ozelim, Dimas Betioli Ribeiro, José Antonio Schiavon, Vinicius Resende Domingues, Paulo Ivo Braga de Queiroz

published 31 Aug 2023

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SentiUrdu-1M: A large-scale tweet dataset for Urdu text sentiment analysis using weakly supervised learning

Abdul Ghafoor, Ali Shariq Imran, Sher Muhammad Daudpota, Zenun Kastrati, Sarang Shaikh, Rakhi Batra

published 30 Aug 2023

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A distributed SDN-based intrusion detection system for IoT using optimized forests

Ke Luo

published 30 Aug 2023

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FPLV: Enhancing recommender systems with fuzzy preference, vector similarity, and user community for rating prediction

Zhan Su, Haochuan Yang, Jun Ai

published 28 Aug 2023

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Multi-threshold image segmentation of 2D OTSU inland ships based on improved genetic algorithm

Zhongbo Peng, Lumeng Wang, Liang Tong, Han Zou, Dan Liu, Chunyu Zhang

published 25 Aug 2023

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Applicability of machine learning technique in the screening of patients with mild traumatic brain injury

Miriam Leiko Terabe, Miyoko Massago, Pedro Henrique Iora, Thiago Augusto Hernandes Rocha, João Vitor Perez de Souza, Lily Huo, Mamoru Massago, Dalton Makoto Senda, Elisabete Mitiko Kobayashi, João Ricardo Vissoci, Catherine Ann Staton, Luciano de Andrade

published 24 Aug 2023

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Predicting the risk of hypertension using machine learning algorithms: A cross sectional study in Ethiopia

Md. Merajul Islam, Md. Jahangir Alam, Md Maniruzzaman, N. A. M. Faisal Ahmed, Md Sujan Ali, Md. Jahanur Rahman, Dulal Chandra Roy

published 24 Aug 2023

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Prehospital prediction of hospital admission for emergent acuity patients transported by paramedics: A population-based cohort study using machine learning

Ryan P. Strum, Fabrice I. Mowbray, Manaf Zargoush, Aaron P. Jones

published 24 Aug 2023

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Machine learning models can predict subsequent publication of North American Spine Society (NASS) annual general meeting abstracts

Aazad Abbas, Olumide Olotu, Akeshdeep Bhatia, Denis Selimovic, Alireza Tajik, Jeremie Larouche, Henry Ahn, Albert Yee, Stephen Lewis, Joel Finkelstein, Jay Toor

published 22 Aug 2023

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clusterBMA: Bayesian model averaging for clustering

Owen Forbes, Edgar Santos-Fernandez, Paul Pao-Yen Wu, Hong-Bo Xie, Paul E. Schwenn, Jim Lagopoulos, Lia Mills, Dashiell D. Sacks, Daniel F. Hermens, Kerrie Mengersen

published 21 Aug 2023

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Enhancing anomaly detection in distributed power systems using autoencoder-based federated learning

Kimleang Kea, Youngsun Han, Tae-Kyung Kim

published 18 Aug 2023

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How to understand high global food price? Using SHAP to interpret machine learning algorithm

Xiao Han, Tong Yuan, Donghui Wang, Zheng Zhao, Bing Gong

published 16 Aug 2023

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