Articles

AI-Driven Anomaly Analytics for Layer-2 Smart Contracts: Detecting Free-Riding, Copy Attacks, and No-Action Behaviors in Rollup Protocols

Daniel Osei, Miriam Mensah, Kwame Boateng *
Open Access PDF

1-13

DOI: https://doi.org/10.63646/ZZNP2642

When the Ground Truth Is Missing: Validating Generative Model Outputs Through Downstream Task Performance and Predictive Entropy Calibration

Diogo Ferreira, Cláudia Mendes, Tiago Almeida*
Open Access PDF

14-35

DOI: https://doi.org/10.63646/OQCH6624

Risk-Manifold Analytics for Detecting Deceptive Reasoning in Edge-Deployed Large Language Models

Jianwei Chen, Xueying Liu, Mingzhe Wang*
Open Access PDF

36-51

DOI: https://doi.org/10.63646/OFQK9310

Semi-Supervised AI Analytics for Prognostic Health Indicator Learning from Acoustic and Guided-Wave Sensor Streams

Wei Zheng, Fang Liu, Hao Chen*
Open Access PDF

52-75

DOI: https://doi.org/10.63646/DGDY3629

AI-Enhanced Prediction of Collective Opinion Shifts and Cooperative Behavior Diffusion in Online Social Networks

Wei Zhang, Lin Xu, Xiaomei Chen*
Open Access PDF

76-91

DOI: https://doi.org/10.63646/UKIO1128

Graph-Attention Federated Analytics for Non-IID Dairy Farm Monitoring and Compliance Prediction

Yusuf Adebayo, Chiamaka Okonkwo, Babatunde Salami*
Open Access PDF

92-105

DOI: https://doi.org/10.63646/AQEC8238

Contextual Reasoning for Embodied Supply Chain Agents: Reinforcement Learning Policies from Physical State Perception to Collaborative Execution

Marta Ribeiro, Diogo Fernandes, Helena Costa*, Pedro Almeida
Open Access PDF

106-122

DOI: https://doi.org/10.63646/LEIB5397

Manifold-Aware Reasoning Risk Scoring for Lightweight Large Language Models: An Analytics Framework for Deception-Sensitive AI Applications

Marta Costa, Rafael Nunes, Ana Ribeiro*
Open Access PDF

123-142

DOI: https://doi.org/10.63646/MDVS9657

Explainable AI for Banking Stability Prediction: Integrating Quantum-Inspired Fragility Metrics with Random Forest and SHAP Analytics

Carlos Ramírez-Torres, Ana Lucía Domínguez-Vargas, Pedro Alejandro Fuentes-Castillo*
Open Access PDF

143-158

DOI: https://doi.org/10.63646/BCVR6435

Prompt-Constrained Transformer Analytics for Low-Resource Script Conversion in Kazakh Language Processing

Aigerim Nurzhanova, Miras Daurenov, Saltanat Ibrayeva*
Open Access PDF

159-174

DOI: https://doi.org/10.63646/XNDY1139

Explainable AI for Predicting Blockchain Adoption Readiness in Government Agencies: A Hybrid SEM-Machine Learning Study

Amina Rahman, Daniel Lim, Farah Sulaiman*
Open Access PDF

175-193

DOI: https://doi.org/10.63646/QPUB7137

AI-Driven Identification of Parkinson’s Disease Subtypes from Functional Brain Networks with Prototype-Guided Graph Learning

Xiaoming Hu, Jing Chen, Wei Zhang*
Open Access PDF

194-209

DOI: https://doi.org/10.63646/VGRJ4073

AI-Assisted Hybrid Vulnerability Analytics for RESTful APIs: Static Rule Matching, Dynamic Fuzzing, and Exploitability Validation

Karthik Raghavan, Nivetha Padmanabhan, Arjun Venkatesh*
Open Access PDF

210-225

DOI: https://doi.org/10.63646/UELF6921

Latent-Space Image Encryption for Edge AI: A Lightweight Autoencoder–Cipher Framework for Secure IoT Vision Analytics

Adi Pranoto Wibowo, Sri Wahyuni Lestari, Muhammad Faiz Rahman*
Open Access PDF

226-243

DOI: https://doi.org/10.63646/BEPQ2856

Trust Calibration Analytics for Generative AI Systems: A Cross-Domain Framework for Operational Intelligence and Human Oversight

Wei-Ling Tan, Faridah binti Hashim, Mohd Azlan Ibrahim*
Open Access PDF

244-260

DOI: https://doi.org/10.63646/PUOP3256