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Content
2026, Volume 2, Issue 3
- 1-11 Comparative Evaluation of Post-Hoc Feature Attribution Methods on Tabular Financial Data: Faithfulness, Stability, and Computational Efficiency
by Xiao, Pengyuan & Fu, Xuanyi - 12-22 An Empirical Comparison of High-Order Feature Interaction Operators for Conversion Rate Prediction in Sparse, High-Cardinality Message-Ads Traffic: Accuracy, Efficiency, and Offline--Online Consistency
by Tang, Tianxing & Fu, Xuanyi & Luo, Chuankai - 23-34 An Empirical Comparison of ReAct, Reflexion, Plan-and-Solve, and Tree-of-Thought Planning Strategies on Financial Question Answering and Numerical Reasoning Tasks
by Fu, Xuanyi & Tang, Tianxing & Luo, Chuankai
2026, Volume 2, Issue 2
- 1-13 Multi-Dimensional Feature Analysis and Evaluation Methods for Anomalous Fund Flow Identification in Cross-Border Financial Transactions
by Zhong, Minju - 14-25 Comparative Evaluation of Supervised Learning Algorithms for Cancer Treatment Response Prediction Using Clinical and Biomarker Features
by Zhang, Chuhan - 26-36 Identifying Undisclosed Related Party Relationships and Revenue Recognition Irregularities: A Rule-Based Analytical Approach for Audit Planning
by Liang, Dun - 37-54 Privacy-Preserving Techniques in Credit Risk Assessment: A Comparative Analysis of Differential Privacy, Federated Learning, and Homomorphic Encryption
by Luo, Zhi - 55-66 Language-Driven Interactive Annotation for Pulmonary Nodules in Chest CT: An LLM Prompt-Translation and Multi-Round Refinement Approach
by Zhang, Yali - 67-81 Behavioral Association Analysis for Organized Fraud Ring Detection in Large-Scale User Interaction Data
by Deng, Minghua - 82-93 A Multi-Dimensional Coverage Metric with Evolutionary Search for Safety-Critical Scenario Generation in Autonomous Driving Testing
by Guo, Yi - 94-103 Performance Evaluation and Optimization Strategies for Privacy-Preserving Document Classification in Distributed Learning Environments
by Zhang, Qiaomu - 104-116 Benchmarking Robustness-Efficiency Trade-offs of Camera-LiDAR Fusion Strategies for 3D Object Detection Under Environmental Corruptions
by Li, Yuhan - 117-130 Covariate Feature Importance and Cross-Indication Transferability Analysis for Phase III Oncology Trial Outcome Prediction
by Liu, Xizhu - 131-140 A Comparative Evaluation of Class Imbalance Handling Techniques for Credit Card Fraud Detection
by Chen, Zijie & Xiao, Pengyuan - 141-152 Sparse, Dense, or Hybrid? Comparing Retrieval Strategies for Biomedical Question Answering with Retrieval-Augmented Generation
by Wang, Minghui & Xiao, Pengyuan & Yu, Mingzhuo - 153-164 Evaluating Prompt Engineering Strategies for Few-Shot Cyber Threat Intelligence Entity and Relation Extraction from Multi-Source Reports
by Chen, Yanhuan & Tang, Tianxing - 165-174 Wind-Assisted Propulsion Systems in the Carbon-Neutral Era: A Systematic Review of Multi-Modal Technologies
by Zhao, Yu - 175-186 Gradient Boosting-Based Demand Variability Estimation for Improved Safety Stock Calculation in Multi-Echelon Aerospace Spare Parts Inventory
by Tian, Ye
2026, Volume 2, Issue 1
- 1-17 Enhancing Transparency in Asset-Backed Securities: A Deep Learning Approach for Automated Risk Assessment and Regulatory Compliance
by Han, Jiahui - 18-30 A Comparative Study of Forecasting Techniques for Reducing Food Waste in Retail Operations
by Wang, Yi - 46-63 Comparative Analysis of Machine Learning Approaches for Molecular Pathway Identification and Biomarker Discovery in Immune-Related Diseases
by Ye, Haofeng - 80-95 Privacy-Utility Tradeoffs in Federated Financial Analytics: An Optimization Framework
by Cai, Yiyi - 96-110 Comparative Analysis of Traditional Excel and AI-Powered Business Intelligence Tools for Manufacturing Cash Flow Forecasting: An Evaluation of Accuracy, Usability, and Cost-Effectiveness
by Ge, Liya - 111-123 Optimizing Transaction Matching Performance Using Hybrid Collaborative Filtering and Deep Learning: An Empirical Analysis of Feature Engineering and Similarity Metrics
by Wang, Ziyi - 124-131 A Study on Predicting Adolescent Cross-Sport Performance Using Shared Feature Space and Multi-Task Regression
by Hou, Yue - 132-138 Integrated Fatigue and Vibration Design of Medical Welded Rotating Structures
by Mehta, Rohan & Nair, Priya & Kumar, Amit - 139-145 Early-Warning Stress Testing for Consumer Loans Based on Dynamic Macroeconomic Scenario Generation
by Bernard, Louis & Giroux, Manon & Faure, Nicolas & Lambert, Sophie - 146-154 Valuation Logic and VC Investment Strategies for AI Startups: A Knowledge Graph-Based Approach
by Thorne, Julian S. & Chen, Hao-Ran - 155-163 Theoretical Evolution and Frontier Trends of Corporate Strategic Management in the AI Era: A Literature Review
by McGregor, Fiona C. & Vance, Alistair J. - 164-177 A Comparative Evaluation of Deep Learning and Ensemble Algorithms for Online Payment Fraud Detection
by Zhang, Jin - 178-189 Study on Uncertainty Data Analysis for Common Natural Disaster Prediction in the U.S. Using Cloud Computing and Machine Learning
by Ying, Guoli - 190-204 Anomaly Detection and Cross-Center Consistency Assessment for Multi-Site Clinical Trial Quality Control
by Liu, Yisi - 205-216 StatFuse: Bridging Statistical Inference and Neural Prediction for Interpretable Forecasting
by Lei, Ye - 217-231 Fairness-Aware Multimodal Fusion for Early Chronic Disease Risk Prediction: A Temporal Deep Learning Approach
by Shi, Xiaotong - 232-243 Context-Aware Classification of Verbal Operants in Children with ASD Using Deep Learning
by Bai, Yaqing - 244-263 FraudGuardian: Self-Supervised and Adversarial Learning for Robust Financial Fraud Detection
by Wei, Yijing - 264-275 A Comparative Study of Reinforcement Learning and Metaheuristic Algorithms for Real-Time Last-Mile Delivery Scheduling
by Wang, Jialu - 276-287 Multi-Objective Optimization of Process Parameters for Dental Resin 3D Printing Using Improved NSGA-II Algorithm
by Chung, Pei-Ting - 288-298 Service Architecture and Optimization Strategies in Cloud-Based Big Data Platforms
by Shen, Peiyilin - 299-313 Enhancing Financial Compliance Transparency through Automated Data Governance and Intelligent Risk Reporting
by Li, Yifei - 314-327 Accuracy Evaluation of Machine Learning-Based Hospital Resource Demand Forecasting During Infectious Disease Surges: A Comparative Analysis
by Wang, Yijie - 328-338 A Comparative Study of Machine Learning Methods for Automated Customer Service Dialogue Quality Assessment
by Zhang, Yajing - 339-351 Performance Benchmarking and Optimization of Deep Learning-Based Point Cloud Processing Algorithms for Industrial Quality Inspection
by Li, Yuhan - 352-363 Performance Evaluation of Anomaly-Based Detection Approaches for Zero-Day Attack Early Warning in Cloud Infrastructure
by Long, Xiaoyi