Carlos Soares

Associate Professor, University of Porto

Joined

July 2019

Names

Carlos Soares

Emails

****@fe.up.pt (Confirmed)

Personal Links

Semantic Scholar

Career & Education History

Associate Professor

University of Porto (up.pt)

2012 – Present

Advisors, Relations & Conflicts

PhD Advisor

2000 – 2004

Expertise

syntethic data

2019 – Present

time series

2017 – Present

metalearning

1997 – Present

Publications

TimeGEN: A Cross-Domain and Generative Model for Time Series Forecasting
Luis Roque, Vitor Cerqueira, Carlos Soares, Luís Torgo
- Submitted to ICLR 2026
- Readers: Everyone
Stress Testing Classifiers around the Decision Boundary with Latent Diffusion
Inês Gomes, André Restivo, Moisés Rocha dos Santos, Carlos Soares, Jan N. van Rijn, Luis Filipe Teixeira
- AutoML 2025 Non-Archival Content Track
- Readers: Everyone
MetaARIMA: Automatic Configuration of ARIMA using Classifier Chains
Vitor Cerqueira, Ricardo Inácio, Carlos Soares
- AutoML 2025 Non-Archival Content Track
- Readers: Everyone
Ensemble approaches for regression: A survey
João Mendes-Moreira, Carlos Soares, Alipio Jorge, Jorge Freire de Sousa
- OpenReview Archive Direct Upload
- Readers: Everyone
Inmplode: A framework to interpret multiple related rule-based models
Pedro Rodrigo Caetano Strecht Ribeiro, João Mendes-Moreira, Carlos Soares
- OpenReview Archive Direct Upload
- Readers: Everyone
Early Fusion Strategy for Entity-Relationship Retrieval
Pedro Saleiro, Natasa Milic-Frayling, Eduarda Mendes Rodrigues, Carlos Soares
- 2017 (modified: 17 Apr 2023)
- KG4IR@SIGIR 2017
- Readers: Everyone
RELink: A Research Framework and Test Collection for Entity-Relationship Retrieval
Pedro Saleiro, Natasa Milic-Frayling, Eduarda Mendes Rodrigues, Carlos Soares
- 2017 (modified: 17 Apr 2023)
- SIGIR 2017
- Readers: Everyone

Co-Authors