Dealing with non-stationary environments using context detection BC Da Silva, EW Basso, ALC Bazzan, PM Engel Proceedings of the 23rd international conference on Machine learning, 217-224, 2006 | 239 | 2006 |
Exploration method using harmonic functions EP e Silva Jr, PM Engel, M Trevisan, MAP Idiart Robotics and Autonomous Systems 40 (1), 25-42, 2002 | 113 | 2002 |
Autocorrelation and partial autocorrelation functions to improve neural networks models on univariate time series forecasting JHF Flores, PM Engel, RC Pinto The 2012 International joint conference on neural networks (IJCNN), 1-8, 2012 | 100 | 2012 |
Incremental learning of multivariate gaussian mixture models PM Engel, MR Heinen Advances in Artificial Intelligence–SBIA 2010: 20th Brazilian Symposium on …, 2010 | 96 | 2010 |
A fast incremental gaussian mixture model RC Pinto, PM Engel PloS one 10 (10), e0139931, 2015 | 88 | 2015 |
Automated annotation of keywords for proteins related to mycoplasmataceae using machine learning techniques ALC Bazzan, PM Engel, LF Schroeder, SC da Silva ECCB, 35-43, 2002 | 54 | 2002 |
Exploratory navigation based on dynamical boundary value problems M Trevisan, MAP Idiart, E Prestes, PM Engel Journal of Intelligent and Robotic Systems 45, 101-114, 2006 | 50 | 2006 |
Weka-gdpm: Integrating classical data mining toolkit to geographic information systems V Bogorny, AT Palma, P Engel, LO Alvares SBBD Workshop on Data Mining Algorithms and Aplications (WAAMD'06), 9-16, 2006 | 38 | 2006 |
An incremental probabilistic neural network for regression and reinforcement learning tasks MR Heinen, PM Engel International Conference on Artificial Neural Networks, 170-179, 2010 | 33 | 2010 |
Autonomous learning architecture for environmental mapping E Prestes e Silva, MAP Idiart, M Trevisan, PM Engel Journal of Intelligent and Robotic Systems 39, 243-263, 2004 | 33 | 2004 |
Improving reinforcement learning with context detection BC Da Silva, EW Basso, FS Perotto, AL C. Bazzan, PM Engel Proceedings of the fifth international joint conference on Autonomous agents …, 2006 | 32 | 2006 |
Mining maximal generalized frequent geographic patterns with knowledge constraints V Bogorny, J Valiati, S Camargo, P Engel, B Kuijpers, LO Alvares Sixth International Conference on Data Mining (ICDM'06), 813-817, 2006 | 30 | 2006 |
Rough clustering: An alternative to find meaningful clusters by using the reducts from a dataset HA do Prado, PM Engel, HC Filho International Conference on Rough Sets and Current Trends in Computing, 234-238, 2002 | 30 | 2002 |
IGMN: An incremental gaussian mixture network that learns instantaneously from data flows MR Heinen, PM Engel, RC Pinto Proc VIII Encontro Nacional de Inteligência Artificial (ENIA2011) 14, 2011 | 28 | 2011 |
Enhancing spatial association rule mining in geographic databases V Bogorny | 25 | 2006 |
A framework for constrained and adaptive behavior-based agents RP Pereira, PM Engel arXiv preprint arXiv:1506.02312, 2015 | 24 | 2015 |
A Reuse-based Spatial Data Preparation Framework for Data Mining. V Bogorny, PM Engel, LO Alvares SEKE, 649-652, 2005 | 22 | 2005 |
Fazendo uso da categorização de textos em atividades empresariais CB Rizzi, LK Wives, J Oliveira, P Engel International Symposium on Knowledge Management/Document Management–ISKDM/DM …, 2000 | 22 | 2000 |
Mining frequent geographic patterns with knowledge constraints V Bogorny, S Camargo, PM Engel, LO Alvares Proceedings of the 14th annual ACM international symposium on Advances in …, 2006 | 20 | 2006 |
Convolutional sparse feature descriptor for object recognition in CIFAR-10 EF Carvalho, PM Engel 2013 Brazilian Conference on Intelligent Systems, 131-135, 2013 | 18 | 2013 |