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Machine learning algorithms

Single replica spin-glass phase detection using field variation and machine learning

Ali Talebi, Mahsa Bagherikalhor, Behrouz Askari, G. Reza Jafari

Predicting IVF outcomes using a logistic regression–ABC hybrid model: A proof-of-concept study on supplement associations

Uğur Ejder, Pınar Uskaner Hepsağ

Predicting the risk of postoperative constipation in middle-aged and elderly patients with lower limb fractures using machine learning algorithms

Xiaoyan Yang, Wenqiang Li, [ ... ], Sulian Li

Forecasting urban air quality in Paris using ensemble machine learning: A scalable framework for environmental management

Somia A. Asklany, Doaa Mohammed, [ ... ], Wajdan Al Malwi

Albumin-corrected anion gap as a predictor of 28-day mortality in acute respiratory distress syndrome: A machine learning-based retrospective study

Qiudie Liu, Mengqi Zhang, Daoxin Wang

Cross-modal fusion of brain imaging and clinical data for Parkinson’s disease progression prediction

Jinyu Wen, Amei Chen, [ ... ], Xinhua Wei

Deep learning-based forest fire detection using an improved SSD algorithm with CBAM

Diansheng Zhang, Yueyuan Zhang, [ ... ], Zhiwei Liu

Classifying complex multimorbidity using latent class analysis and machine learning to generate insights into clustering of mental and cardiometabolic conditions

Moumita Mukherjee, Samhita Mukherjee, Hruthik Reddy Thokala, Raja Hashim Ali

ESA-YOLO: An efficient scale-aware traffic sign detection algorithm based on YOLOv11 under adverse weather conditions

ChenHao Li, ShuXian Liu, ZiNuo Peng

CattleNet-XAI: An explainable CNN framework for efficient cattle weight estimation

Md Junayed Hossain, Jannatul Ferdaus, Ashraful Islam, M. Ashraful Amin

Unveiling complex patterns: An information-theoretic approach to high-order behaviors in microarray data

Antonio Lacalamita, Alfonso Monaco, [ ... ], Roberto Bellotti

A novel scrolling text reading paradigm for improving the performance of multiclass and hybrid brain computer interface systems

Ebru Ergün, Önder Aydemir, Onur Erdem Korkmaz

Comparing machine learning, deep learning, and reinforcement learning performance in Culex pipiens predictive modeling

Wei Yin, Sanad H. Ragab, [ ... ], Tamer Oraby

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