Vol. 2 No. 1 (2024): Computational Intelligence Systems

Published: 2024-01-01

Articles

Prompt Injection, Data Leakage, and Safety Defense in Multimodal LLM-Integrated Systems

Robert M. Salonen, Olivier M. Miles
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AI-Enhanced Digital Twin Systems for Industrial Automation

Simon Hollis, Gerald Carmichael, Anthony Hawthorne
AI Act-Oriented Risk Assessment Framework for High-Risk Intelligent Systems

Jordan Butler, Andreas D. Rose, Sven Perez, Jeffrey A. Korhonen
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Citation-Aware Retrieval-Augmented Generation for Reliable Knowledge-Intensive AI Applications

Cesar Howard, Qian Wei
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Reasoning-Enhanced Language Models for Complex Problem Solving in Computational Intelligence Systems

Logan Gustafsson, Chenyichen Ren
- PDF
Continual Learning Architectures for Non-Stationary Financial Time Series Prediction

Wesley Whitlock, Julian Redford, Leonard Blackwood
Synthetic Data Generation with Generative AI for Low-Resource Predictive Modeling

Emile C. Crawford, Karan L. Sharma, Benjamin Lawrence
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Graph Neural Networks for Large-Scale Smart City Infrastructure Monitoring

Harold Nolan, Albert Ashford, Oliver Langford
Edge Deployment of Small and Quantized Language Models for Real-Time Intelligent Applications

Ole Park, Akshay Roy
- PDF
Text-to-Video Generative Models for Simulation-Based Intelligent Training and Scenario Generation

Elliot L. Baker, Henrik Hayes, Zhicong Yao
- PDF
Hybrid Evolutionary Algorithms for Multi-Objective Optimization in Energy Systems

Arthur Sinclair, Elliot Wainwright, Peter Carver
Long-Context Large Language Models for Enterprise Document Intelligence and Cross-Document Reasoning

Andreas Hansen, Dennis Baker, Jakub L. Simpson, Bruce L. Andrews
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Privacy-Aware Contextual Bandit Models for Personalized Recommendations

Trevor Westbrook, Harold Calder, Peter Ashford, Franklin Pennington
Multimodal Foundation Models for Real-Time Human–AI Interaction in Intelligent Service Systems

Vinay A. Mukherjee, Rainer Carpenter, Jose Warner, Roy Dawson
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Open-Source Large Language Models for Domain-Specific Intelligent Decision Support: A Llama 3-Based Evaluation Framework

Timothy C. Perkins, Walid Anderson, Manish M. Banerjee
- PDF

Vol. 2 No. 1 (2024): Computational Intelligence Systems

Articles

Prompt Injection, Data Leakage, and Safety Defense in Multimodal LLM-Integrated Systems

AI-Enhanced Digital Twin Systems for Industrial Automation

AI Act-Oriented Risk Assessment Framework for High-Risk Intelligent Systems

Citation-Aware Retrieval-Augmented Generation for Reliable Knowledge-Intensive AI Applications

Reasoning-Enhanced Language Models for Complex Problem Solving in Computational Intelligence Systems

Continual Learning Architectures for Non-Stationary Financial Time Series Prediction

Synthetic Data Generation with Generative AI for Low-Resource Predictive Modeling

Graph Neural Networks for Large-Scale Smart City Infrastructure Monitoring

Edge Deployment of Small and Quantized Language Models for Real-Time Intelligent Applications

Text-to-Video Generative Models for Simulation-Based Intelligent Training and Scenario Generation

Hybrid Evolutionary Algorithms for Multi-Objective Optimization in Energy Systems

Long-Context Large Language Models for Enterprise Document Intelligence and Cross-Document Reasoning

Privacy-Aware Contextual Bandit Models for Personalized Recommendations

Multimodal Foundation Models for Real-Time Human–AI Interaction in Intelligent Service Systems

Open-Source Large Language Models for Domain-Specific Intelligent Decision Support: A Llama 3-Based Evaluation Framework

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