Vol. 2 No. 1 (2025): Frontiers in Artificial Intelligence Research

Articles

• AI-Enabled Adaptive Cybersecurity Response Using Reinforcement Learning

  Han-Mei Liu (Author)

  1-12

• Graph Neural Network for Music Style Classification

  Katarzyna Nowak, Tomasz Zieliński (Author)

  26-34

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• Research on Blockchain Consensus Mechanism and Risk Pricing Methods for Multi-Institution Financial Credit

  Ravi Sharma, Neha Kapoor, Arjun Mehta, Deepika Rao, Sanjay Iyer (Author)

  44-50

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• Autonomous CPU Resource Allocation in Cloud Environments Using Reinforcement Learning

  Miguel Alvarez (Author)

  46-54

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• A Graph Neural Network Model for Financial Fraud Prevention

  Ryo Takahashi, Haruto Nishimura, Keiko Matsuda (Author)

  13-25

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• Privacy Preserving Risk Modeling Across Financial Institutions via Federated Learning with Adaptive Optimization

  James Whitmore, Priya Mehra, Jingwen Yang, Emily Linford (Author)

  35-43

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• Emotion-Aware Interface Adaptation in Mobile Applications Based on Color Psychology and Multimodal User State Recognition

  Ruxin Liang, Feifan FNU, Yan Liang, Zi Ye (Author)

  51-57

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• The Hidden Rules of Win Rate Manipulation: A Study on Algorithmic Discrimination in the Matching Mechanism of MOBA Games—Taking Honor of Kings as an Example

  Yaohui Wang (Author)

  58-75

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• Optimization and Empirical Analysis of Path Planning Algorithms for High-Speed Autonomous Driving Scenarios

  James Whitmore, Priya Mehra, Oliver Hastings, Emily Linford (Author)

  76-83

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• Assessment of Perception Accuracy in Autonomous Driving under Complex Urban Conditions with Sensor Integration

  James Anderson, Ru Chen, Emily Zhao, David K. Lee, Yanqi Sun (Author)

  84-91

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• Analysis and Modeling Method of Mechanical Behavior Based on Trampoline Movement

  Junzhe Tang, Yumeng Li, Chuhan Wang, Yongfang Shi, Kewei Huang (Author)

  92-115

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• Hadoop-based Online Shopping Behavior Analysis: Design and Implementation

  Junzhe Tang (Author)

  116-133

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• Multi-Task Learning for Sentiment and Topic Classification in Social Media Texts

  Rachel Stein, Max Keller (Author)

  134-142

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• Towards Adaptive API Traffic Management: A Systematic Architecture for High Availability and Performance

  Jisoo Park (Author)

  143-150

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• Graph-Based Deep Learning for Fault Localization in Service Dependency Networks

  Felipe Costa, Luana Ribeiro (Author)

  151-158

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• Responsible AI in Tax Filing: Legal and Ethical Challenges of LLM-Based Assistants

  Angela Yip, Jason Fong (Author)

  159-166

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