American Journal of Machine Learning

Current Issue

Vol. 7 No. 1 (2026)
Published January 31, 2026

Articles

Mats Johansen, Hanne Kristoffersen, Ingrid Solberg (Author)
1-9
Environmental-Anomaly Index for Early Detection of Green-Money-Laundering Risks in Climate-Finance Portfolios
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Yuto Matsumoto , Eleanor Dubois (Author)
10-17
Mechanical Performance Optimization of Carbon Fiber Reinforced Composites using Finite Element Analysis and Machine Learning
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Arthur Miller, Sarah Jenkins , Sarah Jenkins (Author)
18-25
Sparse Training Algorithms based on Compressed Sensing for Accelerating Large-Scale Neural Networks
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Hugo Robert , Manon Richard (Author)
26-34
Defending Deep Learning Systems Against Adversarial Attacks via Robust Optimization and Gradient Regularization
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Zhenyu Qiao (Author)
35-49
Cross-Model Watermark Transferability and Defense Mechanisms in Open-Weight Language Models
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Emma J. Lawson, Hiroshi Tanaka, Carlos M. Fernández (Author)
50-55
OTA data consistency and transaction security optimization in hybrid cloud environments
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Sébastien Laurent, Anja Bergström (Author)
56-68
Fusing Log and Metric Streams Through Contrastive Representation Learning for System Anomaly Detection
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ames R. Walker, Emily A. Thompson, Daniel K. Hughes (Author)
69-76
Modeling Sensor Uncertainty in Cross-Modal Contrastive Learning for Pedestrian Re-Identification
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Pierre Lefèvre, Camille Moreau, Antoine Dubois (Author)
77-83
A Study on the Relationship between Team Configuration and Schedule Deviation in Energy Engineering Projects
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Julien Martin , Claire Dubois , Mathieu Laurent , Sophie Bernard (Author)
84-89
FastMRI-Guided Mamba UNet for Real-Time Emergency Brain Lesion Detection
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Wei Jie Tan , Xiu Fen Li , Jun Hao Ng (Author)
Reward Engineering with Large Language Models for Multi-Agent Formation Control
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Hongxuan Li , Zheyi Xu , Xiaoying Qu , Bojia Li , Yanhui Cen (Author)
96-109
Application Research Progress and Prospects of Organoid Models in Individualized Metabolism Studies
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Daniel Thompson, Emily Chen, Michael R. Brown (Author)
110-117
Shielded Agentic RL with Formal Failure-Set Constraints for Safe Web Actions under Budget Limits
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Xin Liu, Songwen Qin, Ting Huang, Huiling Wang, Mengfan Hu, Jian He, Xuelong Dang, Yanhui Cen, Hongxuan Li (Author)
118-154
Practical Exploration of the Integration of AI-Empowered Teaching Reform in Medical Anatomy with Curriculum-Based Political and Ideological Education
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Liam Anderson, Emily Taylor, Jack Wilson (Author)
155-162
Causal Inference–Driven Repair of Memory Poisoning in Multi-Agent Collaborative Systems
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Pavel Dvořák, Isabella Moretti , Isabella Moretti (Author)
163-172
Hybrid Neural Networks Assess Cryptographic Vulnerability in Post Quantum Security Transitions
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Oliver J. Thompson, Daniel P. Hughes, Amelia R. Clarke (Author)
173-179
Adaptive Policy Alignment for Multi-Agent Large Language Models via Reinforcement Learning in Dynamic Task Environments
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Carlos Mendoza, Hanna Virtanen (Author)
180-191
Deep Learning Reveals Hidden Contamination Patterns in National Groundwater Systems
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