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Content
2026, Volume 2, Issue 4
- 1-13 Comparative Evaluation of LSTM, GRU, and Bi-LSTM for 30-Day Heart Failure Readmission and Incident Atrial Fibrillation Prediction from Longitudinal Electronic Health Records
by Liu, Xizhu & Lai, Jiawen & Hao, Chenhui - 14-24 An Empirical Comparative Study of LoRA Fine-Tuning Hyperparameter Configurations on the GLUE Benchmark
by Yu, Mingzhuo & Zhang, Xinyu & Wang, Jianuo - 25-36 Comparative Empirical Evaluation of Prompting Strategies for Large-Language-Model Web-Navigation Agents on the WebArena Benchmark
by Zhang, Xinyu & Zheng, Yixin & Hao, Chenhui - 37-51 A Comparative Evaluation of Learned Cardinality Estimators for Analytical Query Workloads: Accuracy, Latency, and Robustness Trade-offs
by Lu, Yinzhe - 52-63 An Empirical Comparison of Multi-Agent LLM Collaboration Strategies for Cross-Document Fraud Evidence Aggregation and Auditable Investigation Chains
by Ga, Yunfei
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 - 35-45 Comparative Evaluation of K-Means and Hierarchical Clustering for Multi-Dimensional Criticality Classification and Differentiated Stocking of Aerospace Spare Parts
by Tian, Ye - 46-56 An Event-Aware Hybrid Data Partitioning Algorithm with Metadata-Indexed Caching for Mitigating Data Skew in Distributed Training on Large-Scale Neural Electrophysiology Datasets
by Wu, Zetian - 57-68 Mitigating Peeking Bias and Novelty Effects in Digital Marketing Experiments An Empirical Comparison of Sequential, Stratified, and Variance-Reduction Methods
by Chen, Xi
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 - 187-195 Criminal Responsibility for Harm Caused by Autonomous Vehicles: A Doctrinal Study
by Zhu, Qianwen
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
2026, Volume 1, Issue 1
- 209-221 Cultural-Intelligent Dynamic Medical Animation Generation for Cross-Lingual Telemedicine Communication Enhancement
by Wang, Zi - 222-240 Medical Terminology Definition-Enhanced Retrieval-Augmented Generation for Hallucination Mitigation in Medical Question Answering
by Guan, Haoyang - 241-252 AI-Enhanced Cybersecurity for Financial Networks: A Federated Learning Implementation
by Han, Jiahui - 253-264 Data-Driven Analysis of Transportation Route Efficiency and Carbon Emission Correlation in Retail Distribution Networks
by Wang, Yi - 265-277 Efficiency Comparison of Automated Tools versus Traditional Methods in Anti-Money Laundering Compliance Auditing for Banking Institutions
by Ge, Liya - 398-409 Performance Evaluation of Lightweight Detection Algorithms on Compact LiDAR-Camera Configurations for Freight Transportation
by Guo, Yi - 410-426 Intelligent Recognition of Anomalous Behaviors in Medical Insurance Through Deep Learning
by Han, Mingxuan - 427-441 Enhanced Feature Fusion and Transfer Learning for Multi-Format Government Document Classification
by Zhang, Qiaomu - 442-451 Fairness-Aware Feature Attribution for Credit Scoring: A Causal Path Decomposition Approach
by Zhong, Minju - 452-462 Classifying Tenant Legal Inquiries: A Comparative Study of Traditional and Deep Learning Approaches
by Zhang, Hanfei
2025, Volume 1, Issue 1
- 278-293 Adaptive Privacy-Preserving Techniques for Multimedia Content Processing in Cloud Environments: A Differential Privacy Approach
by Lei, Ye - 294-306 Graph Attention-Based Feature Selection for Multi-Omics Drug Target Prediction in Cardiovascular Diseases
by Cheng, Zejun - 307-317 Deep Reinforcement Learning-Driven Efficacy-Toxicity Balance Optimization Strategy for Personalized Drug Combination in Cancer Patients
by Ye, Haofeng - 318-328 Enhanced Multi-Modal Feature Fusion Algorithm for Early-Stage Cancer Detection: A Comparative Study of Optimization Strategies
by Zhang, Chuhan - 329-339 FTAFO: A Federated Transparent Adaptive Financial Optimizer for Reducing Third-Party Dependencies in Workflow Management
by Wang, Ziyi & Kang, Aixin - 340-349 Multi-Source Data Fusion for Short-Term Demand Forecasting of Seasonal Retail Products: An Empirical Study Using Weather and Social Media Signals
by Wang, Jialu - 350-361 Research on Intelligent Firmware Vulnerability Detection and Priority Assessment Method Based on Hybrid Analysis
by Long, Xiaoyi - 362-371 Research on Mobile Advertising Click-Through Rate Prediction Algorithm Based on Differential Privacy
by Lu, Xin - 384-397 Enhanced Feature Engineering and Algorithm Optimization for Real-Time Detection of Synthetic Identity Fraud and Money Laundering in Financial Transactions
by Huang, Yutong