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Machine learning

Comparative evaluation of deep learning models for plant disease classification with edge-aware performance analysis

Zirije Hasani, Jakup Fondaj, Dionesa Bytyqi, Sufjan Misini

Hybrid quantum-classical neural networks for real-time fault detection in power systems

Hina Hashmi, Aman Kumar, [ ... ], Arshad Hashmi

A Hybrid AI-Mathematical approach for epidemic threshold prediction in metapopulation networks: Integrating physics-guided neural networks with spectral graph theory

Etienne Kouokam

How do theme park attributes influence visitors’ positive emotions? Nonlinear effects and spatial heterogeneity in Shanghai’s theme parks

Xuehui Guo, Xue Li, [ ... ], Chunli Han

Tree ring segmentation performance in highly disturbed trees using deep learning

Joe David Zambrano-Suárez, Jorge Pérez-Martín, Alberto Muñoz-Torrero Manchado, Juan Antonio Ballesteros Cánovas

LXNet: A lightweight CNN for lung disease classification from Chest X-ray with XAI-based interpretability

Juiria Humayan, Md. Najmus Sakib Nahid, [ ... ], Mona Jamjoom

Automated classification of natural habitats using ground-level imagery

Mahdis Tourian, Remy Vandaele, [ ... ], Hywel T. P. Williams

A hybrid transformer-BiLSTM model optimized with Firefly Algorithm for network traffic anomaly detection

Debiao Luo, Weijie Wang, [ ... ], Jia Zhang

Screening disease feature genes and analyzing correlations with immune cell infiltration in knee osteoarthritis chondrocytes based on multiple machine learning algorithms

Jing-le Zhuge, Xi-yong Li, Yong-le Wang, Juan-fen Ma

Benchmark of biomarker identification and prognostic modeling methods on diverse censored data

Wesley Fletcher, Samiran Sinha

A two stage statistical framework for cold start spare part demand forecasting

Sendhil Nathan B, Veera Siva Reddy B, [ ... ], Santi Jitpichitchai

Digital media pattern design compression and optimization method based on K-means clustering and LLE dimensionality reduction

Binmei Liu, Shiwan Zhou, [ ... ], Wenting Lu

Diagnostic performance of discriminant formulas and machine learning models for detecting β-thalassemia trait in Bangladesh

Rumana Mahtarin, Kasrina Azad, [ ... ], A. H. M. Nurun Nabi

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