Niches Evolving the Positioning of a Mechanical Arm in a 3D Environment. - Paulo Martins Engel; Edson Prestes e Silva Jr. (SBRN, 1998)

A New Proposal for Implementation of Competitive Neural Networks in Analog Hardware. - Paulo Martins Engel; Rolf Fredi Molz (SBRN, 1998)

Accuracy Tuning on Combinatorial Neural Model. - Hércules Antônio do Prado; Karla F. Machado; Sandra R. Frigeri; Paulo Martins Engel (PAKDD, 1999)

Scalable Model for Extensional and Intensional Descriptions of Unclassified Data. - Hércules Antônio do Prado; Stephen C. Hirtle; Paulo Martins Engel (IPDPS Workshops, 2000)

Design of a Classification System for Rectangular Shapes Using a Co-Design Environment. - Rolf Fredi Molz; Paulo Martins Engel; Fernando Gehm Moraes; Lionel Torres; Michel Robert (SBCCI, 2000)

XSearch : A Neural Network Based Tool for Components Search in a Distributed Object Environment. - Aluizio Haendchen Filho; Hércules Antônio do Prado; Paulo Martins Engel; Arndt von Staa (DEXA, 2001)

Exploration technique using potential fields calculated from relaxation methods. - Edson Prestes e Silva Jr.; Marco Aurélio Pires Idiart; Paulo Martins Engel; Marcelo Trevisan (IROS, 2001)

Automated annotation of keywords for proteins related to mycoplasmataceae using machine learning techniques. - Ana L. C. Bazzan; Paulo Martins Engel; Luciana F. Schroeder; Sérgio C. da Silva (ECCB, 2002)

Oriented exploration in non-oriented sparse environments. - Edson Prestes e Silva Jr.; Marco Aurélio Pires Idiart; Paulo Martins Engel; Marcelo Trevisan (IROS, 2002)

Rough Clustering: An Alternative to Find Meaningful Clusters by Using the Reducts from a Dataset. - Hércules Antônio do Prado; Paulo Martins Engel; Homero Chaib Filho (Rough Sets and Current Trends in Computing, 2002)

Applying the Process of Knowledge Discovery in Databases to Identify Analysis Patterns for Reuse in Geographic Database Design. - Carolina Silva; Cirano Iochpe; Paulo Martins Engel (SBIA, 2002)

MiRABIT: A New Algorithm for Mining Association Rules. - Sandro da Silva Camargo; Paulo Martins Engel (SCCC, 2002)

A comparision between Symbolic and non-symbolic machine learning techniques in automated annotation of the "Keywords" field of SWISS-PROT. - Luciana F. Schroeder; Ana L. C. Bazzan; João Francisco Valiati; Paulo Martins Engel; Sergio Ceroni (WOB, 2002)

Exploration method using harmonic functions. - Edson Prestes e Silva Jr.; Paulo Martins Engel; Marcelo Trevisan; Marco Aurélio Pires Idiart (Robotics Auton. Syst., 2002)

Using Knowledge Discovery to Identify Analysis Patterns for Geographic Database. - Carolina Silva; Cirano Iochpe; Paulo Martins Engel (ICEIS (2), 2003)

BVP-exploration: further improvements. - Edson Prestes e Silva Jr.; Marcelo Trevisan; Marco Aurélio Pires Idiart; Paulo Martins Engel (IROS, 2003)

An Alternative Approach for Promoter Recognition in Prokaryotic Organims. - João Francisco Valiati; Paulo Martins Engel (WOB, 2004)

Autonomous Learning Architecture for Environmental Mapping. - Edson Prestes e Silva Jr.; Marco Aurélio Pires Idiart; Marcelo Trevisan; Paulo Martins Engel (J. Intell. Robotic Syst., 2004)

A Reuse-based Spatial Data Preparation Framework for Data Mining. - Vania Bogorny; Paulo Martins Engel; Luis Otávio Alvares (SEKE, 2005)

A Clustering Strategy to Find Similarities in Mycoplasma Promoters. - João Francisco Valiati; Paulo Martins Engel (BSB, 2005)

RL-CD: Dealing with Non-Stationarity in Reinforcement Learning. - Bruno Castro da Silva; Eduardo W. Basso; Ana L. C. Bazzan; Paulo Martins Engel (AAAI, 2006)

Improving reinforcement learning with context detection. - Bruno Castro da Silva; Eduardo W. Basso; Filipo Studzinski Perotto; Ana L. C. Bazzan; Paulo Martins Engel (AAMAS, 2006)

Mining frequent geographic patterns with knowledge constraints. - Vania Bogorny; Sandro da Silva Camargo; Paulo Martins Engel; Luis Otávio Alvares (GIS, 2006)

Mining Maximal Generalized Frequent Geographic Patterns with Knowledge Constraints. - Vania Bogorny; João Francisco Valiati; Sandro da Silva Camargo; Paulo Martins Engel; Bart Kuijpers; Luis Otávio Alvares (ICDM, 2006)

Dealing with non-stationary environments using context detection. - Bruno Castro da Silva; Eduardo W. Basso; Ana L. C. Bazzan; Paulo Martins Engel (ICML, 2006)

GEOARM: an Interoperable Framework to Improve Geographic Data Preprocessing and Spatial Association Rule Mining. - Vania Bogorny; Paulo Martins Engel; Luis Otávio Alvares (SEKE, 2006)

Exploratory Navigation Based on Dynamical Boundary Value Problems. - Marcelo Trevisan; Marco Aurélio Pires Idiart; Edson Prestes e Silva Jr.; Paulo Martins Engel (J. Intell. Robotic Syst., 2006)

Towards Elimination of Redundant and Well Known Patterns in Spatial Association Rule Mining. - Vania Bogorny; João Francisco Valiati; Sandro da Silva Camargo; Paulo Martins Engel; Luis Otávio Alvares (Intelligent Techniques and Tools for Novel System Architectures, 2008)

Enhancing the Process of Knowledge Discovery in Geographic Databases Using Geo-Ontologies. - Vania Bogorny; Paulo Martins Engel; Luis Alavares (Database Technologies: Concepts, Methodologies, Tools, and Applications, 2009)

Evaluation of visual attention models under 2D similarity transformations. - Milton Roberto Heinen; Paulo Martins Engel (SAC, 2009)

NLOOK: a computational attention model for robot vision. - Milton Roberto Heinen; Paulo Martins Engel (J. Braz. Comput. Soc., 2009)

Concept Formation Using Incremental Gaussian Mixture Models. - Paulo Martins Engel; Milton Roberto Heinen (CIARP, 2010)

An Incremental Probabilistic Neural Network for Regression and Reinforcement Learning Tasks. - Milton Roberto Heinen; Paulo Martins Engel (ICANN (2), 2010)

Fault prediction in electrical valves using temporal Kohonen maps. - Luiz Fernando Gonçalves; Eduardo Luis Schneider; Renato Ventura Bayan Henriques; Marcelo Lubaszewski; Jefferson Luiz Bosa; Paulo Martins Engel (LATW, 2010)

Incremental Learning of Multivariate Gaussian Mixture Models. - Paulo Martins Engel; Milton Roberto Heinen (SBIA, 2010)

IPNN: An Incremental Probabilistic Neural Network for Function Approximation and Regression Tasks. - Milton Roberto Heinen; Paulo Martins Engel (SBRN, 2010)

Aprendizado e Controle de Robôs Móveis Autônomos Utilizando Atenção Visual. - Milton Roberto Heinen; Paulo Martins Engel (RITA, 2010)

Exploration driven by local potential distortions. - Edson Prestes e Silva Jr.; Paulo Martins Engel (IROS, 2011)

Dealing with continuous-state reinforcement learning for intelligent control of traffic signals. - Milton Roberto Heinen; Ana L. C. Bazzan; Paulo Martins Engel (ITSC, 2011)

Incremental feature-based mapping from sonar data using Gaussian mixture models. - Milton Roberto Heinen; Paulo Martins Engel (SAC, 2011)

Autocorrelation and partial autocorrelation functions to improve neural networks models on univariate time series forecasting. - Joao Henrique F. Flores; Paulo Martins Engel; Rafael C. Pinto (IJCNN, 2012)

Using a Gaussian mixture neural network for incremental learning and robotics. - Milton Roberto Heinen; Paulo Martins Engel; Rafael C. Pinto (IJCNN, 2012)

One-shot learning in the road sign problem. - Rafael C. Pinto; Paulo Martins Engel; Milton Roberto Heinen (IJCNN, 2012)

Image Retrieval by Content Based on a Visual Attention Model and Genetic Algorithms. - Milton Roberto Heinen; Paulo Martins Engel (SBIA, 2012)

On-Line Learning Using a Connectionist Controller for Simulated Robot Soccer. - Christian Northfleet; Paulo Martins Engel; Milton Roberto Heinen (SBRN, 2012)

Learning Abstract Behaviors with the Hierarchical Incremental Gaussian Mixture Network. - Renato de Pontes Pereira; Paulo Martins Engel; Rafael C. Pinto (SBRN, 2012)

Convolutional Sparse Feature Descriptor for Object Recognition in CIFAR-10. - Edigleison Francelino Carvalho; Paulo Martins Engel (BRACIS, 2013)

Probabilistic Clustering and Classification for Textual Data: An Online and Incremental Approach. - Thiago Fredes Rodrigues; Paulo Martins Engel (BRACIS, 2014)

A Framework for Constrained and Adaptive Behavior-Based Agents. - Renato de Pontes Pereira; Paulo Martins Engel (CoRR, 2015)

A Fast Incremental Gaussian Mixture Model. - Rafael C. Pinto; Paulo Martins Engel (CoRR, 2015)