Gusseppe Bravo Rocca

17 papers A 1B 2Journal 8Unranked 6
YearRankTypeTitle / Venue / Authors
2025 — conf
Experience Replay and Zero-Shot Clustering for Continual Learning in Diabetic Retinopathy Detection.
VISIGRAPP (2): VISAPP
Gusseppe Bravo Rocca, Peini Liu, Jordi Guitart, Ajay Dholakia, David Ellison, Rodrigo M. Carrillo-Larco
2025 A conf
Feature Engineering for Agents: An Adaptive Cognitive Architecture for Interpretable ML Monitoring.
AAMAS
Gusseppe Bravo Rocca, Peini Liu, Jordi Guitart, Rodrigo M. Carrillo-Larco, Ajay Dholakia, David Ellison
2025 J jnl
Feature Engineering for Agents: An Adaptive Cognitive Architecture for Interpretable ML Monitoring.
CoRR
Gusseppe Bravo Rocca, Peini Liu, Jordi Guitart, Rodrigo M. Carrillo-Larco, Ajay Dholakia, David Ellison
2025 J jnl
PeruMedQA: Benchmarking Large Language Models (LLMs) on Peruvian Medical Exams - Dataset Construction and Evaluation.
CoRR
Rodrigo M. Carrillo-Larco, Jesús Lovón-Melgarejo, Manuel Castillo-Cara, Gusseppe Bravo Rocca
2024 — conf
TADIL: Task-Agnostic Domain-Incremental Learning Through Task-ID Inference Using Transformer Nearest-Centroid Embeddings.
ICPR (29)
Gusseppe Bravo Rocca, Peini Liu, Jordi Guitart, Ajay Dholakia, David Ellison
2023 J jnl
TADIL: Task-Agnostic Domain-Incremental Learning through Task-ID Inference using Transformer Nearest-Centroid Embeddings.
CoRR
Gusseppe Bravo Rocca, Peini Liu, Jordi Guitart, Ajay Dholakia, David Ellison
2022 B conf
Human-in-the-loop online multi-agent approach to increase trustworthiness in ML models through trust scores and data augmentation.
COMPSAC
Gusseppe Bravo Rocca, Peini Liu, Jordi Guitart, Ajay Dholakia, David Ellison, Miroslav Hodak
2022 J jnl
Human-in-the-loop online multi-agent approach to increase trustworthiness in ML models through trust scores and data augmentation.
CoRR
Gusseppe Bravo Rocca, Peini Liu, Jordi Guitart, Ajay Dholakia, David Ellison, Miroslav Hodak
2022 B conf
Scanflow-K8s: Agent-based Framework for Autonomic Management and Supervision of ML Workflows in Kubernetes Clusters.
CCGRID
Peini Liu, Gusseppe Bravo Rocca, Jordi Guitart, Ajay Dholakia, David Ellison, Miroslav Hodak
2022 J jnl
Scanflow: A multi-graph framework for Machine Learning workflow management, supervision, and debuggin.
Expert Syst. Appl.
Gusseppe Bravo Rocca, Peini Liu, Jordi Guitart, Ajay Dholakia, David Ellison, Jeffrey Falkanger, Miroslav Hodak
2021 J jnl
Scanflow: A multi-graph framework for Machine Learning workflow management, supervision, and debugging.
CoRR
Gusseppe Bravo Rocca, Peini Liu, Jordi Guitart, Ajay Dholakia, David Ellison, Jeffrey Falkanger, Miroslav Hodak
2021 — conf
Scanflow: an end-to-end agent-based autonomic ML workflow manager for clusters.
Middleware Demos/Posters
Peini Liu, Gusseppe Bravo Rocca, Jordi Guitart, Ajay Dholakia, David Ellison, Miroslav Hodak
2019 — conf
Energy-Aware Dynamic Pricing Model for Cloud Environments.
GECON
Peini Liu, Gusseppe Bravo Rocca, Jordi Guitart
2018 — conf
Sparkmach: A Distributed Data Processing System Based on Automated Machine Learning for Big Data.
SIMBig
Gusseppe Bravo Rocca, Piero Torres-Robatty, Jose Fiestas-Iquira
2017 J jnl
An Analysis of Multiple Criteria and Setups for Bluetooth Smartphone-Based Indoor Localization Mechanism.
J. Sensors
Manuel Castillo-Cara, Jesús Lovón-Melgarejo, Gusseppe Bravo Rocca, Luis Orozco-Barbosa, Ismael García-Varea
2017 J jnl
An Empirical Study of the Transmission Power Setting for Bluetooth-Based Indoor Localization Mechanisms.
Sensors
Manuel Castillo-Cara, Jesús Lovón-Melgarejo, Gusseppe Bravo Rocca, Luis Orozco-Barbosa, Ismael García-Varea
2016 — conf
Citizen security using machine learning algorithms through open data.
LATINCOM
Gusseppe Bravo Rocca, Manuel Castillo-Cara, Raul Arias Levano, Javier Villegas Herrera, Luis Orozco-Barbosa