Heitor Silvério Lopes

Data mining with an ant colony optimization algorithm

Rafael Stubs Parpinelli, Heitor Silvério Lopes, Alex A. Freitas · IEEE Transactions on Evolutionary Computation · 2002 · 978 citations

Artificial Intelligence, Evolutionary Data Mining, Engineering +14

New inspirations in swarm intelligence: a survey

Rafael Stubs Parpinelli, Heitor Silvério Lopes · International Journal of Bio-Inspired Computation · 2011 · 403 citations

Artificial Intelligence, Memetic Algorithm, Engineering +15

A study of deep convolutional auto-encoders for anomaly detection in videos

Manassés Ribeiro, André Eugênio Lazzaretti, Heitor Silvério Lopes · Pattern Recognition Letters · 2017 · 300 citations

Convolutional Neural Network, Anomaly Detection, Machine Learning +8

Discovering comprehensible classification rules with a genetic algorithm

M.V. Fidelis, Heitor Silvério Lopes, Alex A. Freitas · 2002 · 189 citations

Engineering, Machine Learning, Genetics +18

Discovering interesting prediction rules with a genetic algorithm

Edgar Noda, Alex A. Freitas, Heitor Silvério Lopes · 2003 · 133 citations

Artificial Intelligence, Engineering, Machine Learning +17