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Machine learning algorithms

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

Air quality index prediction using machine learning regression models: A comparative analysis

Fiaz Majeed, Sana Saleha, [ ... ], Arshad Ahmad

Development of a predictive model for PM_2.5 over the greater Athens metropolitan area, Greece, at a 1 km by 1 km grid using satellite measurements and machine learning methods

Seyong Chang, Evangelia Samoli, [ ... ], Petros Koutrakis

Investigating tryptophan metabolism in colorectal cancer using Single-cell RNA sequencing based on machine learning techniques

Chen Zepeng, Wang Xingchen, Xiao Changfang, Cao Yongqing

Data-driven prediction and thermodynamic performance assessment of industrial cooling towers using advanced machine learning algorithms

Syed Rehman Jamil, Adeel Shehzad, [ ... ], Yasser Fouad

Key molecular mechanisms of mitochondrial metabolic pathways in specific cell subpopulations of pancreatic cancer based on scRNA-seq and bulk RNA-seq

Jianping Liu, Tao Liu, [ ... ], Xingjian Yang

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