Giuliano Lorenzoni

11 papers B 7Journal 4
YearRankTypeTitle / Venue / Authors
2025 B conf
ABL: An LLM-Based Agentic Framework for Applying Black-Litterman Portfolio Optimization.
IEEE Big Data
Giuliano Lorenzoni, Paulo S. C. Alencar, Donald D. Cowan
2025 B conf
ACVA: An Agentic LLM-Based Framework for CVA Calculation.
IEEE Big Data
Giuliano Lorenzoni, Paulo S. C. Alencar, Donald D. Cowan
2025 B conf
An Agentic LLM-Based Framework for Population-Scale Mental Health Screening.
IEEE Big Data
Giuliano Lorenzoni, Paulo S. C. Alencar, Donald D. Cowan
2025 B conf
Contextual Prompt Enabler for Mental Health (CPEMH): An Agent-Based LLM Framework for Prompt Design, Evaluation, and Selection for Depression Screening from Transcripts.
IEEE Big Data
Giuliano Lorenzoni, Ivens Portugal, Paulo S. C. Alencar, Donald D. Cowan
2025 J jnl
Exploring Variability in Fine-Tuned Models for Text Classification with DistilBERT.
CoRR
Giuliano Lorenzoni, Ivens Portugal, Paulo Alencar, Donald D. Cowan
2025 B conf
From Text to Insight: Towards Robust RAG Pipelines for Transcript-Based Clinical Screening.
IEEE Big Data
Giuliano Lorenzoni, Paulo S. C. Alencar, Donald D. Cowan
2025 J jnl
GPT-4 on Clinic Depression Assessment: An LLM-Based Pilot Study.
CoRR
Giuliano Lorenzoni, Pedro Elkind Velmovitsky, Paulo Alencar, Donald D. Cowan
2025 B conf
Towards a Graph-Based Agentic Workflow and Framework for Natural Language Directions.
IEEE Big Data
Ivens Da Silva Portugal, Giuliano Lorenzoni, Paulo S. C. Alencar, Donald D. Cowan
2024 J jnl
Assessing ML Classification Algorithms and NLP Techniques for Depression Detection: An Experimental Case Study.
CoRR
Giuliano Lorenzoni, Cristina Tavares, Nathalia Moraes do Nascimento, Paulo S. C. Alencar, Donald D. Cowan
2024 B conf
GPT-4 on Clinic Depression Assessment: An LLM-Based Pilot Study.
IEEE Big Data
Giuliano Lorenzoni, Pedro Elkind Velmovitsky, Paulo S. C. Alencar, Donald D. Cowan
2021 J jnl
Machine Learning Model Development from a Software Engineering Perspective: A Systematic Literature Review.
CoRR
Giuliano Lorenzoni, Paulo Alencar, Nathalia Moraes do Nascimento, Donald D. Cowan