Search Articles
Found 3 results for "machine learning"
Artificial Intelligence in Healthcare: A Comprehensive Review
Sarah Johnson | DOI: 10.1234/journal.v1.1.001
This paper presents a comprehensive review of artificial intelligence applications in healthcare. We examine machine learning algorithms for disease diagnosis, natural language processing for medical records, and computer vision for medical imaging. The review covers recent advances from 2020-2024 and...
Federated Learning for Privacy-Preserving Machine Learning
Sarah Johnson | DOI: 10.1234/journal.v3.1.013
This research investigates federated learning as a solution for privacy-preserving machine learning. We implement and evaluate a federated learning system across 100 edge devices, demonstrating that models can achieve 95% of centralized performance while maintaining data privacy. The system includes...
Machine Learning for Predictive Maintenance in Manufacturing
Emma Brown | DOI: 10.1234/journal.v2.2.010
This paper presents a machine learning approach for predictive maintenance in manufacturing environments. Using sensor data from 200 industrial machines over 2 years, we developed models that predict equipment failures with 92% accuracy. The system reduces downtime by 40% and...