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ORCIDPaulo Martins Engel
Person information
- affiliation: Federal University of Rio Grande do Sul, Porto Alegre, Brazil
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2010 – 2019
- 2015
[i2]Renato de Pontes Pereira, Paulo Martins Engel:
A Framework for Constrained and Adaptive Behavior-Based Agents. CoRR abs/1506.02312 (2015)- [i1]Rafael C. Pinto, Paulo Martins Engel:
A Fast Incremental Gaussian Mixture Model. CoRR abs/1506.04422 (2015) - 2014
- [c41]Thiago Fredes Rodrigues, Paulo Martins Engel:
Probabilistic Clustering and Classification for Textual Data: An Online and Incremental Approach. BRACIS 2014: 288-293 - 2013
- [c40]Edigleison Francelino Carvalho, Paulo Martins Engel:
Convolutional Sparse Feature Descriptor for Object Recognition in CIFAR-10. BRACIS 2013: 131-135 - 2012
- [c39]Joao Henrique F. Flores, Paulo Martins Engel, Rafael C. Pinto
:
Autocorrelation and partial autocorrelation functions to improve neural networks models on univariate time series forecasting. IJCNN 2012: 1-8 - [c38]Milton Roberto Heinen, Paulo Martins Engel, Rafael C. Pinto:
Using a Gaussian mixture neural network for incremental learning and robotics. IJCNN 2012: 1-8 - [c37]Rafael C. Pinto, Paulo Martins Engel, Milton Roberto Heinen:
One-shot learning in the road sign problem. IJCNN 2012: 1-6 - [c36]Milton Roberto Heinen, Paulo Martins Engel:
Image Retrieval by Content Based on a Visual Attention Model and Genetic Algorithms. SBIA 2012: 122-131 - [c35]Christian Northfleet, Paulo Martins Engel, Milton Roberto Heinen:
On-Line Learning Using a Connectionist Controller for Simulated Robot Soccer. SBRN 2012: 125-130 - [c34]Renato de Pontes Pereira, Paulo Martins Engel, Rafael C. Pinto:
Learning Abstract Behaviors with the Hierarchical Incremental Gaussian Mixture Network. SBRN 2012: 131-135 - 2011
- [c33]Edson Prestes e Silva Jr., Paulo Martins Engel:
Exploration driven by local potential distortions. IROS 2011: 1122-1127 - [c32]Milton Roberto Heinen, Ana L. C. Bazzan, Paulo Martins Engel:
Dealing with continuous-state reinforcement learning for intelligent control of traffic signals. ITSC 2011: 890-895 - [c31]Milton Roberto Heinen, Paulo Martins Engel:
Incremental feature-based mapping from sonar data using Gaussian mixture models. SAC 2011: 1370-1375 - 2010
- [j5]Milton Roberto Heinen, Paulo Martins Engel:
Aprendizado e Controle de Robôs Móveis Autônomos Utilizando Atenção Visual. RITA 17(3): 349-363 (2010) - [c30]Paulo Martins Engel, Milton Roberto Heinen:
Concept Formation Using Incremental Gaussian Mixture Models. CIARP 2010: 128-135 - [c29]Milton Roberto Heinen, Paulo Martins Engel:
An Incremental Probabilistic Neural Network for Regression and Reinforcement Learning Tasks. ICANN (2) 2010: 170-179 - [c28]Luiz Fernando Gonçalves, Eduardo Luis Schneider, Renato Ventura Bayan Henriques, Marcelo Lubaszewski, Jefferson Luiz Bosa, Paulo Martins Engel:
Fault prediction in electrical valves using temporal Kohonen maps. LATW 2010: 1-6 - [c27]Paulo Martins Engel, Milton Roberto Heinen:
Incremental Learning of Multivariate Gaussian Mixture Models. SBIA 2010: 82-91 - [c26]Milton Roberto Heinen, Paulo Martins Engel:
IPNN: An Incremental Probabilistic Neural Network for Function Approximation and Regression Tasks. SBRN 2010: 25-30
2000 – 2009
- 2009
- [j4]Milton Roberto Heinen, Paulo Martins Engel:
NLOOK: a computational attention model for robot vision. J. Braz. Comput. Soc. 15(3): 3-17 (2009) - [c25]Milton Roberto Heinen, Paulo Martins Engel:
Evaluation of visual attention models under 2D similarity transformations. SAC 2009: 1156-1160 - [p2]Vania Bogorny, Paulo Martins Engel, Luis Alavares:
Enhancing the Process of Knowledge Discovery in Geographic Databases Using Geo-Ontologies. Database Technologies: Concepts, Methodologies, Tools, and Applications 2009: 2405-2426 - 2008
- [p1]Vania Bogorny, João Francisco Valiati, Sandro da Silva Camargo, Paulo Martins Engel, Luis Otávio Alvares:
Towards Elimination of Redundant and Well Known Patterns in Spatial Association Rule Mining. Intelligent Techniques and Tools for Novel System Architectures 2008: 343-360 - 2006
- [j3]Marcelo Trevisan, Marco Aurélio Pires Idiart, Edson Prestes e Silva Jr., Paulo Martins Engel:
Exploratory Navigation Based on Dynamical Boundary Value Problems. J. Intell. Robotic Syst. 45(2): 101-114 (2006) - [c24]Bruno Castro da Silva, Eduardo W. Basso, Ana L. C. Bazzan, Paulo Martins Engel:
RL-CD: Dealing with Non-Stationarity in Reinforcement Learning. AAAI 2006: 1863-1864 - [c23]Bruno Castro da Silva, Eduardo W. Basso, Filipo Studzinski Perotto, Ana L. C. Bazzan, Paulo Martins Engel:
Improving reinforcement learning with context detection. AAMAS 2006: 810-812 - [c22]Vania Bogorny, Sandro da Silva Camargo, Paulo Martins Engel, Luis Otávio Alvares:
Mining frequent geographic patterns with knowledge constraints. GIS 2006: 139-146 - [c21]Vania Bogorny, João Francisco Valiati, Sandro da Silva Camargo, Paulo Martins Engel, Bart Kuijpers, Luis Otávio Alvares:
Mining Maximal Generalized Frequent Geographic Patterns with Knowledge Constraints. ICDM 2006: 813-817 - [c20]Bruno Castro da Silva, Eduardo W. Basso, Ana L. C. Bazzan, Paulo Martins Engel:
Dealing with non-stationary environments using context detection. ICML 2006: 217-224 - [c19]Vania Bogorny, Paulo Martins Engel, Luis Otávio Alvares:
GEOARM: an Interoperable Framework to Improve Geographic Data Preprocessing and Spatial Association Rule Mining. SEKE 2006: 79-84 - 2005
- [c18]Vania Bogorny, Paulo Martins Engel, Luis Otávio Alvares:
A Reuse-based Spatial Data Preparation Framework for Data Mining. SEKE 2005: 649-652 - [c17]João Francisco Valiati, Paulo Martins Engel:
A Clustering Strategy to Find Similarities in Mycoplasma Promoters. BSB 2005: 242-245 - 2004
- [j2]Edson Prestes e Silva Jr., Marco Aurélio Pires Idiart, Marcelo Trevisan, Paulo Martins Engel:
Autonomous Learning Architecture for Environmental Mapping. J. Intell. Robotic Syst. 39(3): 243-263 (2004) - [c16]João Francisco Valiati, Paulo Martins Engel:
An Alternative Approach for Promoter Recognition in Prokaryotic Organims. WOB 2004: 187-190 - 2003
- [c15]Carolina Silva, Cirano Iochpe, Paulo Martins Engel:
Using Knowledge Discovery to Identify Analysis Patterns for Geographic Database. ICEIS (2) 2003: 359-364 - [c14]Edson Prestes e Silva Jr., Marcelo Trevisan, Marco Aurélio Pires Idiart, Paulo Martins Engel:
BVP-exploration: further improvements. IROS 2003: 3239-3244 - 2002
- [j1]Edson Prestes e Silva Jr., Paulo Martins Engel, Marcelo Trevisan, Marco Aurélio Pires Idiart:
Exploration method using harmonic functions. Robotics Auton. Syst. 40(1): 25-42 (2002) - [c13]Ana L. C. Bazzan, Paulo Martins Engel, Luciana F. Schroeder, Sérgio C. da Silva:
Automated annotation of keywords for proteins related to mycoplasmataceae using machine learning techniques. ECCB 2002: 35-43 - [c12]Edson Prestes e Silva Jr., Marco Aurélio Pires Idiart, Paulo Martins Engel, Marcelo Trevisan:
Oriented exploration in non-oriented sparse environments. IROS 2002: 2353-2358 - [c11]Hércules Antônio do Prado, Paulo Martins Engel, Homero Chaib Filho:
Rough Clustering: An Alternative to Find Meaningful Clusters by Using the Reducts from a Dataset. Rough Sets and Current Trends in Computing 2002: 234-238 - [c10]Carolina Silva, Cirano Iochpe, Paulo Martins Engel:
Applying the Process of Knowledge Discovery in Databases to Identify Analysis Patterns for Reuse in Geographic Database Design. SBIA 2002: 291-301 - [c9]Sandro da Silva Camargo, Paulo Martins Engel:
MiRABIT: A New Algorithm for Mining Association Rules. SCCC 2002: 162-166 - [c8]Luciana F. Schroeder, Ana L. C. Bazzan, João Francisco Valiati, Paulo Martins Engel, Sergio Ceroni:
A comparision between Symbolic and non-symbolic machine learning techniques in automated annotation of the "Keywords" field of SWISS-PROT. WOB 2002: 80-87 - 2001
- [c7]Aluízio Haendchen Filho, Hércules Antônio do Prado, Paulo Martins Engel, Arndt von Staa:
XSearch : A Neural Network Based Tool for Components Search in a Distributed Object Environment. DEXA 2001: 42-51 - [c6]Edson Prestes e Silva Jr., Marco Aurélio Pires Idiart, Paulo Martins Engel, Marcelo Trevisan:
Exploration technique using potential fields calculated from relaxation methods. IROS 2001: 2012-2017 - 2000
- [c5]Hércules Antônio do Prado, Stephen C. Hirtle, Paulo Martins Engel:
Scalable Model for Extensional and Intensional Descriptions of Unclassified Data. IPDPS Workshops 2000: 407-414 - [c4]Rolf Fredi Molz, Paulo Martins Engel, Fernando Gehm Moraes, Lionel Torres, Michel Robert:
Design of a Classification System for Rectangular Shapes Using a Co-Design Environment. SBCCI 2000: 281-288
1990 – 1999
- 1999
- [c3]Hércules Antônio do Prado, Karla F. Machado, Sandra R. Frigeri, Paulo Martins Engel:
Accuracy Tuning on Combinatorial Neural Model. PAKDD 1999: 247-251 - 1998
- [c2]Paulo Martins Engel, Edson Prestes e Silva Jr.:
Niches Evolving the Positioning of a Mechanical Arm in a 3D Environment. SBRN 1998: 91-95 - [c1]Paulo Martins Engel, Rolf Fredi Molz:
A New Proposal for Implementation of Competitive Neural Networks in Analog Hardware. SBRN 1998: 186-191
Coauthor Index
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