Thiago S. Guzella

According to our database, Thiago S. Guzella authored at least 12 papers between 2006 and 2025.

Collaborative distances:

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

2025

Collaborative and Confidential Junction Trees for Hybrid Bayesian Networks.

Roberto Gheda, Abele Malan, Thiago S. Guzella, Carlo Lancia, Robert Birke, Lydia Y. Chen

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

CCBNet : Confidential Collaborative Bayesian Networks Inference.

Abele Malan, Thiago S. Guzella, Jérémie Decouchant, Lydia Y. Chen

Proceedings of the Financial Cryptography and Data Security, 2025

2020

Partitioning stable and unstable expression level variation in cell populations: A theoretical framework and its application to the T cell receptor.

Thiago S. Guzella, Vasco M. Barreto, Jorge Carneiro

PLoS Comput. Biol., 2020

2018

Towards Interactive Feature Selection with Human-in-the-loop.

Maialen Larrañaga, Dimitra Gkorou, Thiago S. Guzella, Alexander Ypma, Faegheh Hasibi, Robert Jan van Wijk

Proceedings of the Workshop on Interactive Adaptive Learning co-located with European Conference on Machine Learning (ECML 2018) and Principles and Practice of Knowledge Discovery in Databases (PKDD 2018), 2018

2009

A review of machine learning approaches to Spam filtering.

Thiago S. Guzella, Walmir M. Caminhas

Expert Syst. Appl., 2009

2008

Identification of SPAM messages using an approach inspired on the immune system.

Thiago S. Guzella, Tomaz A. Mota-Santos, Joaquim Quinteiro Uchôa, Walmir M. Caminhas

Biosyst., 2008

Artificial Immune Systems and Kernel Methods.

Thiago S. Guzella, Tomaz A. Mota-Santos, Walmir M. Caminhas

Proceedings of the Artificial Immune Systems, 7th International Conference, 2008

On the Relevance of Cellular Signaling Pathways for Immune-Inspired Algorithms.

Thiago S. Guzella, Tomaz A. Mota-Santos

Proceedings of the Artificial Immune Systems, 7th International Conference, 2008

2007

Regulatory T Cells: Inspiration for Artificial Immune Systems.

Thiago S. Guzella, Tomaz A. Mota-Santos, Walmir M. Caminhas

Proceedings of the Artificial Immune Systems, 6th International Conference, 2007

Towards a Novel Immune Inspired Approach to Temporal Anomaly Detection.

Thiago S. Guzella, Tomaz A. Mota-Santos, Walmir M. Caminhas

Proceedings of the Artificial Immune Systems, 6th International Conference, 2007

A Novel Immune Inspired Approach to Fault Detection.

Thiago S. Guzella, Tomaz A. Mota-Santos, Walmir M. Caminhas

Proceedings of the Artificial Immune Systems, 6th International Conference, 2007

2006

Modelling the Control of an Immune Response Through Cytokine Signalling.

Thiago S. Guzella, Tomaz A. Mota-Santos, Joaquim Quinteiro Uchôa, Walmir M. Caminhas

Proceedings of the Artificial Immune Systems, 5th International Conference, 2006