Journal of Science, Innovation & Social Impact

2026 - 2026

From Pinnacle Academic Press
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Volume 2, issue 3, 2026

Comparative Evaluation of Post-Hoc Feature Attribution Methods on Tabular Financial Data: Faithfulness, Stability, and Computational Efficiency pp. 1-11

Pengyuan Xiao and Xuanyi Fu

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 pp. 12-22

Tianxing Tang, Xuanyi Fu and Chuankai Luo

An Empirical Comparison of ReAct, Reflexion, Plan-and-Solve, and Tree-of-Thought Planning Strategies on Financial Question Answering and Numerical Reasoning Tasks pp. 23-34

Xuanyi Fu, Tianxing Tang and Chuankai Luo

Volume 2, issue 2, 2026

Multi-Dimensional Feature Analysis and Evaluation Methods for Anomalous Fund Flow Identification in Cross-Border Financial Transactions pp. 1-13

Minju Zhong

Comparative Evaluation of Supervised Learning Algorithms for Cancer Treatment Response Prediction Using Clinical and Biomarker Features pp. 14-25

Chuhan Zhang

Identifying Undisclosed Related Party Relationships and Revenue Recognition Irregularities: A Rule-Based Analytical Approach for Audit Planning pp. 26-36

Dun Liang

Privacy-Preserving Techniques in Credit Risk Assessment: A Comparative Analysis of Differential Privacy, Federated Learning, and Homomorphic Encryption pp. 37-54

Zhi Luo

Language-Driven Interactive Annotation for Pulmonary Nodules in Chest CT: An LLM Prompt-Translation and Multi-Round Refinement Approach pp. 55-66

Yali Zhang

Behavioral Association Analysis for Organized Fraud Ring Detection in Large-Scale User Interaction Data pp. 67-81

Minghua Deng

A Multi-Dimensional Coverage Metric with Evolutionary Search for Safety-Critical Scenario Generation in Autonomous Driving Testing pp. 82-93

Yi Guo

Performance Evaluation and Optimization Strategies for Privacy-Preserving Document Classification in Distributed Learning Environments pp. 94-103

Qiaomu Zhang

Benchmarking Robustness-Efficiency Trade-offs of Camera-LiDAR Fusion Strategies for 3D Object Detection Under Environmental Corruptions pp. 104-116

Yuhan Li

Covariate Feature Importance and Cross-Indication Transferability Analysis for Phase III Oncology Trial Outcome Prediction pp. 117-130

Xizhu Liu

A Comparative Evaluation of Class Imbalance Handling Techniques for Credit Card Fraud Detection pp. 131-140

Zijie Chen and Pengyuan Xiao

Sparse, Dense, or Hybrid? Comparing Retrieval Strategies for Biomedical Question Answering with Retrieval-Augmented Generation pp. 141-152

Minghui Wang, Pengyuan Xiao and Mingzhuo Yu

Evaluating Prompt Engineering Strategies for Few-Shot Cyber Threat Intelligence Entity and Relation Extraction from Multi-Source Reports pp. 153-164

Yanhuan Chen and Tianxing Tang

Wind-Assisted Propulsion Systems in the Carbon-Neutral Era: A Systematic Review of Multi-Modal Technologies pp. 165-174

Yu Zhao

Gradient Boosting-Based Demand Variability Estimation for Improved Safety Stock Calculation in Multi-Echelon Aerospace Spare Parts Inventory pp. 175-186

Ye Tian

Volume 2, issue 1, 2026

Enhancing Transparency in Asset-Backed Securities: A Deep Learning Approach for Automated Risk Assessment and Regulatory Compliance pp. 1-17

Jiahui Han

A Comparative Study of Forecasting Techniques for Reducing Food Waste in Retail Operations pp. 18-30

Yi Wang

Comparative Analysis of Machine Learning Approaches for Molecular Pathway Identification and Biomarker Discovery in Immune-Related Diseases pp. 46-63

Haofeng Ye

Privacy-Utility Tradeoffs in Federated Financial Analytics: An Optimization Framework pp. 80-95

Yiyi Cai

Comparative Analysis of Traditional Excel and AI-Powered Business Intelligence Tools for Manufacturing Cash Flow Forecasting: An Evaluation of Accuracy, Usability, and Cost-Effectiveness pp. 96-110

Liya Ge

Optimizing Transaction Matching Performance Using Hybrid Collaborative Filtering and Deep Learning: An Empirical Analysis of Feature Engineering and Similarity Metrics pp. 111-123

Ziyi Wang

A Study on Predicting Adolescent Cross-Sport Performance Using Shared Feature Space and Multi-Task Regression pp. 124-131

Yue Hou

Integrated Fatigue and Vibration Design of Medical Welded Rotating Structures pp. 132-138

Rohan Mehta, Priya Nair and Amit Kumar

Early-Warning Stress Testing for Consumer Loans Based on Dynamic Macroeconomic Scenario Generation pp. 139-145

Louis Bernard, Manon Giroux, Nicolas Faure and Sophie Lambert

Valuation Logic and VC Investment Strategies for AI Startups: A Knowledge Graph-Based Approach pp. 146-154

Julian S. Thorne and Hao-Ran Chen

Theoretical Evolution and Frontier Trends of Corporate Strategic Management in the AI Era: A Literature Review pp. 155-163

Fiona C. McGregor and Alistair J. Vance

A Comparative Evaluation of Deep Learning and Ensemble Algorithms for Online Payment Fraud Detection pp. 164-177

Jin Zhang

Study on Uncertainty Data Analysis for Common Natural Disaster Prediction in the U.S. Using Cloud Computing and Machine Learning pp. 178-189

Guoli Ying

Anomaly Detection and Cross-Center Consistency Assessment for Multi-Site Clinical Trial Quality Control pp. 190-204

Yisi Liu

StatFuse: Bridging Statistical Inference and Neural Prediction for Interpretable Forecasting pp. 205-216

Ye Lei

Fairness-Aware Multimodal Fusion for Early Chronic Disease Risk Prediction: A Temporal Deep Learning Approach pp. 217-231

Xiaotong Shi

Context-Aware Classification of Verbal Operants in Children with ASD Using Deep Learning pp. 232-243

Yaqing Bai

FraudGuardian: Self-Supervised and Adversarial Learning for Robust Financial Fraud Detection pp. 244-263

Yijing Wei

A Comparative Study of Reinforcement Learning and Metaheuristic Algorithms for Real-Time Last-Mile Delivery Scheduling pp. 264-275

Jialu Wang

Multi-Objective Optimization of Process Parameters for Dental Resin 3D Printing Using Improved NSGA-II Algorithm pp. 276-287

Pei-Ting Chung

Service Architecture and Optimization Strategies in Cloud-Based Big Data Platforms pp. 288-298

Peiyilin Shen

Enhancing Financial Compliance Transparency through Automated Data Governance and Intelligent Risk Reporting pp. 299-313

Yifei Li

Accuracy Evaluation of Machine Learning-Based Hospital Resource Demand Forecasting During Infectious Disease Surges: A Comparative Analysis pp. 314-327

Yijie Wang

A Comparative Study of Machine Learning Methods for Automated Customer Service Dialogue Quality Assessment pp. 328-338

Yajing Zhang

Performance Benchmarking and Optimization of Deep Learning-Based Point Cloud Processing Algorithms for Industrial Quality Inspection pp. 339-351

Yuhan Li

Performance Evaluation of Anomaly-Based Detection Approaches for Zero-Day Attack Early Warning in Cloud Infrastructure pp. 352-363

Xiaoyi Long