5 papers
Architecting Agentic Communities using Design Patterns
Zoran Milosevic, Fethi Rabhi
The rapid evolution of Large Language Models (LLM) and subsequent Agentic AI technologies requires systematic architectural guidance for building sophisticated, production-grade sy…
OntoMetric: An Ontology-Driven LLM-Assisted Framework for Automated ESG Metric Knowledge Graph Generation
Mingqin Yu, Fethi Rabhi, Boming Xia +3
Environmental, Social, and Governance (ESG) metric knowledge is inherently structured, connecting industries, reporting frameworks, metric categories, metrics, and calculation mode…
New Money: A Systematic Review of Synthetic Data Generation for Finance
James Meldrum, Basem Suleiman, Fethi Rabhi +1
Synthetic data generation has emerged as a promising approach to address the challenges of using sensitive financial data in machine learning applications. By leveraging generative…
SLEGO: A Collaborative Data Analytics System with LLM Recommender for Diverse Users
Siu Lung Ng, Hirad Baradaran Rezaei, Fethi Rabhi
This paper presents the SLEGO (Software-Lego) system, a collaborative analytics platform that bridges the gap between experienced developers and novice users using a cloud-based pl…
SecDOAR: A Software Reference Architecture for Security Data Orchestration, Analysis and Reporting
Muhammad Aufeef Chauhan, Muhammad Ali Babar, Fethi Rabhi
A Software Reference Architecture (SRA) is a useful tool for standardising existing architectures in a specific domain and facilitating concrete architecture design, development an…