Gusseppe Bravo Rocca

According to our database, Gusseppe Bravo Rocca authored at least 13 papers between 2016 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Experience Replay and Zero-Shot Clustering for Continual Learning in Diabetic Retinopathy Detection.

Gusseppe Bravo Rocca, Peini Liu, Jordi Guitart, Ajay Dholakia, David Ellison, Rodrigo M. Carrillo-Larco

Proceedings of the 20th International Joint Conference on Computer Vision, 2025

Feature Engineering for Agents: An Adaptive Cognitive Architecture for Interpretable ML Monitoring.

Gusseppe Bravo Rocca, Peini Liu, Jordi Guitart, Rodrigo M. Carrillo-Larco, Ajay Dholakia, David Ellison

Proceedings of the 24th International Conference on Autonomous Agents and Multiagent Systems, 2025

2024

TADIL: Task-Agnostic Domain-Incremental Learning Through Task-ID Inference Using Transformer Nearest-Centroid Embeddings.

Gusseppe Bravo Rocca, Peini Liu, Jordi Guitart, Ajay Dholakia, David Ellison

Proceedings of the Pattern Recognition - 27th International Conference, 2024

2022

Scanflow: A multi-graph framework for Machine Learning workflow management, supervision, and debuggin.

Gusseppe Bravo Rocca, Peini Liu, Jordi Guitart, Ajay Dholakia, David Ellison, Jeffrey Falkanger, Miroslav Hodak

Expert Syst. Appl., 2022

Human-in-the-loop online multi-agent approach to increase trustworthiness in ML models through trust scores and data augmentation.

Gusseppe Bravo Rocca, Peini Liu, Jordi Guitart, Ajay Dholakia, David Ellison, Miroslav Hodak

Proceedings of the 46th IEEE Annual Computers, Software, and Applications Conferenc, 2022

Scanflow-K8s: Agent-based Framework for Autonomic Management and Supervision of ML Workflows in Kubernetes Clusters.

Peini Liu, Gusseppe Bravo Rocca, Jordi Guitart, Ajay Dholakia, David Ellison, Miroslav Hodak

Proceedings of the 22nd IEEE International Symposium on Cluster, 2022

2021

Scanflow: A multi-graph framework for Machine Learning workflow management, supervision, and debugging.

Gusseppe Bravo Rocca, Peini Liu, Jordi Guitart, Ajay Dholakia, David Ellison, Jeffrey Falkanger, Miroslav Hodak

CoRR, 2021

Scanflow: an end-to-end agent-based autonomic ML workflow manager for clusters.

Peini Liu, Gusseppe Bravo Rocca, Jordi Guitart, Ajay Dholakia, David Ellison, Miroslav Hodak

Proceedings of the Middleware '21: Proceedings of the 22nd International Middleware Conference: Demos and Posters, Virtual Event / Québec City, Canada, December 6, 2021

2019

Energy-Aware Dynamic Pricing Model for Cloud Environments.

Peini Liu, Gusseppe Bravo Rocca, Jordi Guitart

Proceedings of the Economics of Grids, Clouds, Systems, and Services, 2019

2018

Sparkmach: A Distributed Data Processing System Based on Automated Machine Learning for Big Data.

Gusseppe Bravo Rocca, Piero Torres-Robatty, Jose Fiestas-Iquira

Proceedings of the Information Management and Big Data, 5th International Conference, 2018

2017

An Empirical Study of the Transmission Power Setting for Bluetooth-Based Indoor Localization Mechanisms.

Manuel Castillo-Cara, Jesús Lovón-Melgarejo, Gusseppe Bravo Rocca, Luis Orozco-Barbosa, Ismael García-Varea

Sensors, 2017

An Analysis of Multiple Criteria and Setups for Bluetooth Smartphone-Based Indoor Localization Mechanism.

Manuel Castillo-Cara, Jesús Lovón-Melgarejo, Gusseppe Bravo Rocca, Luis Orozco-Barbosa, Ismael García-Varea

J. Sensors, 2017

2016

Citizen security using machine learning algorithms through open data.

Gusseppe Bravo Rocca, Manuel Castillo-Cara, Raul Arias Levano, Javier Villegas Herrera, Luis Orozco-Barbosa

Proceedings of the 8th IEEE Latin-American Conference on Communications, 2016