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Machine learning algorithms

Machine learning-based prediction of fever among under-five children in Ethiopia: A national-level study

Birhanu Betela Warssamo

Leveraging free-text clinical records for heart disease classification through structured feature mapping

Noha Alnazzawi

Forecasting user engagement and competing cascades in social media diffusion: A Hawkes-Transformer approach

Wen Zhang, Zhe Jing, Yue Guo

Video summarization based on multi-scale feature fusion

Jing Bao, Shipeng Xu, Jing Zhang

Deep learning approaches show promise for predicting childhood malnutrition: A comparative study with traditional machine learning methods using survey data

Deepak Bastola, Yang Li

Achieving long-term success in irrigation commons

Ulrich J. Frey, Atul Pokharel

Emergency packets handing in queue aware congestion avoidance schemes in IoHT

Muhammad Zafarullah, Ata Ullah, Sajjad Ahmed Ghauri, Ghalib Muhammad Waqas Janjua

The impact of transparency and imitation over complex networks in strategic classification

Flavia Barsotti, Fernando P. Santos

Interpretable machine learning with Bayesian optimization for bond strength prediction of steel reinforcement in geopolymer concrete

Viet Hung Tran, Viet Hai Hoang, Quang Minh Tran

A multi-objective portfolio optimization model incorporating sentiment analysis of quarterly reports and LSTM-based price prediction

Esmaeil Taheripour, Seyed Jafar Sadjadi, Babak Amiri

Sample-efficient fine-tuning with textual prompts for time series forecasting

Kaibin Wei, Jianqiang Jing, [ ... ], Xiannian Xie

Bioinformatics analysis reveals the characteristics of immune microenvironment in major depressive disorder and vitiligo

Yayun Xiang, Hongmei Deng, [ ... ], Yang Lei

Explainable machine learning for the early differentiation of pediatric bronchopneumonia using routine laboratory parameters

Jinxing Dai, Hao Qiu, [ ... ], Weibing Qiu

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