Pedro Pereira Rodrigues

On evaluating stream learning algorithms

João Gama, Raquel Sebastião, Pedro Pereira Rodrigues · Machine Learning · 2012 · 501 citations · Full text

Engineering, Machine Learning, Data Mining +7

Issues in evaluation of stream learning algorithms

João Gama, Raquel Sebastião, Pedro Pereira Rodrigues · 2009 · 326 citations

Artificial Intelligence, Engineering, Machine Learning +18

Hierarchical Clustering of Time-Series Data Streams

Pedro Pereira Rodrigues, João Gama, João Pedro Pedroso · IEEE Transactions on Knowledge and Data Engineering · 2008 · 253 citations

Cluster Computing, Engineering, Streaming Algorithm +16

Reviewing Autoencoders for Missing Data Imputation: Technical Trends, Applications and Outcomes

Ricardo Cardoso Pereira, Miriam Seoane Santos, Pedro Pereira Rodrigues et al. · Journal of Artificial Intelligence Research · 2020 · 81 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +20

Clustering distributed sensor data streams using local processing and reduced communication

João Gama, Pedro Pereira Rodrigues, Luís Lopes · Intelligent Data Analysis · 2011 · 61 citations · Full text

Cluster Computing, Local Processing, Engineering +19