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1

On the use of stochastic local search techniques to revise first-order logic theories from examples

Paes, Aline, Zaverucha, Gerson, Costa, Vítor Santos

Journal:

Machine Learning

Année:

2017

Langue:

english

Fichier:

PDF, 2.50 MB

english, 2017

2

Fast relational learning using bottom clause propositionalization with artificial neural networks

França, Manoel V. M., Zaverucha, Gerson, d’Avila Garcez, Artur S.

Journal:

Machine Learning

Année:

2014

Langue:

english

Fichier:

PDF, 1.18 MB

english, 2014

3

Guest editors’ introduction: special issue on Inductive Logic Programming and on Multi-Relational Learning

Zaverucha, Gerson, Vítor, Santos Costa

Journal:

Machine Learning

Année:

2015

Langue:

english

Fichier:

PDF, 297 KB

english, 2015

4

Relevant logic as a basis for paraconsistent epistemic logics

Zaverucha, Gerson

Journal:

Journal of Applied Non-Classical Logics

Année:

1992

Langue:

english

Fichier:

PDF, 884 KB

english, 1992

5

Using the bottom clause and mode declarations in FOL theory revision from examples

Ana Luísa Duboc, Aline Paes, Gerson Zaverucha

Journal:

Machine Learning

Année:

2009

Langue:

english

Fichier:

PDF, 829 KB

english, 2009

6

Transfer learning by mapping and revising boosted relational dependency networks

Azevedo Santos, Rodrigo, Paes, Aline, Zaverucha, Gerson

Journal:

Machine Learning

Année:

2020

Fichier:

PDF, 2.07 MB

2020

7

Applying REC analysis to ensembles of particle filters

Aloísio Carlos de Pina, Gerson Zaverucha

Journal:

Neural Computing and Applications

Année:

2009

Langue:

english

Fichier:

PDF, 310 KB

english, 2009

8

[Lecture Notes in Computer Science] Advances in Artificial Intelligence - SBIA 2008 Volume 5249 || An Experimental Approach to Online Opponent Modeling in Texas Hold’em Poker

Zaverucha, Gerson, da Costa, Augusto Loureiro

Année:

2008

Langue:

english

Fichier:

PDF, 282 KB

english, 2008

9

Revising the structure of Bayesian network classifiers in the presence of missing data

Sardinha, Roosevelt, Paes, Aline, Zaverucha, Gerson

Journal:

Information Sciences

Année:

2018

Langue:

english

Fichier:

PDF, 1.28 MB

english, 2018

10

Online probabilistic theory revision from examples with ProPPR

Guimarães, Victor, Paes, Aline, Zaverucha, Gerson

Journal:

Machine Learning

Année:

2019

Langue:

english

Fichier:

PDF, 922 KB

english, 2019

11

Online probabilistic theory revision from examples with ProPPR

Guimarães, Victor, Paes, Aline, Zaverucha, Gerson

Journal:

Machine Learning

Année:

2019

Fichier:

PDF, 922 KB

2019

12

A discriminative method for family-based protein remote homology detection that combines inductive logic programming and propositional models

Juliana S Bernardes, Alessandra Carbone, Gerson Zaverucha

Journal:

BMC Bioinformatics

Année:

2011

Langue:

english

Fichier:

PDF, 516 KB

english, 2011

13

The Connectionist Inductive Learning and Logic Programming System

Artur S. Avila Garcez, Gerson Zaverucha

Journal:

Applied Intelligence

Année:

1999

Langue:

english

Fichier:

PDF, 512 KB

english, 1999

14

Improving model construction of profile HMMs for remote homology detection through structural alignment

Juliana S Bernardes, Alberto MR Dávila, Vítor S Costa, Gerson Zaverucha

Journal:

BMC Bioinformatics

Année:

2007

Langue:

english

Fichier:

PDF, 559 KB

english, 2007

15

[Lecture Notes in Computer Science] Advances in Artificial Intelligence - SBIA 2008 Volume 5249 || Missing Value Imputation Using a Semi-supervised Rank Aggregation Approach

Zaverucha, Gerson, da Costa, Augusto Loureiro

Année:

2008

Langue:

english

Fichier:

PDF, 391 KB

english, 2008

16

[Lecture Notes in Computer Science] Advances in Artificial Intelligence - SBIA 2008 Volume 5249 || Text Mining

Zaverucha, Gerson, da Costa, Augusto Loureiro

Année:

2008

Langue:

english

Fichier:

PDF, 83 KB

english, 2008

17

[IEEE 2011 IEEE Congress on Evolutionary Computation (CEC) - New Orleans, LA, USA (2011.06.5-2011.06.8)] 2011 IEEE Congress of Evolutionary Computation (CEC) - Inductive Logic Programming through Estimation of Distribution Algorithm

Pitangui, Cristiano Grijo, Zaverucha, Gerson

Année:

2011

Langue:

english

Fichier:

PDF, 405 KB

english, 2011

18

[IEEE 2007 IEEE Congress on Evolutionary Computation - Singapore (2007.09.25-2007.09.28)] 2007 IEEE Congress on Evolutionary Computation - Improved natural crossover operators in GBIVIL

Pitangui, Cristiano, Zaverucha, Gerson

Année:

2007

Langue:

english

Fichier:

PDF, 178 KB

english, 2007

19

[IEEE 2006 Sixth International Conference on Hybrid Intelligent Systems (HIS'06) - Rio de Janeiro, Brazil (2006.12.13-2006.12.13)] 2006 Sixth International Conference on Hybrid Intelligent Systems (HIS'06) - Genetic Based Machine Learning: Merging Pittsburgh and Michigan, an Implicit Feature Selection Mechanism and a New Crossover Operator

Pitangui, Cristiano, Zaverucha, Gerson

Année:

2006

Langue:

english

Fichier:

PDF, 230 KB

english, 2006

20

[IEEE 2007 International Joint Conference on Neural Networks - Orlando, FL, USA (2007.08.12-2007.08.17)] 2007 International Joint Conference on Neural Networks - Applying REC Analysis to Ensembles of Particle Filters

de Pina, Aloisio Carlos, Zaverucha, Gerson

Année:

2007

Langue:

english

Fichier:

PDF, 1011 KB

english, 2007

21

[IEEE 2008 IEEE International Joint Conference on Neural Networks (IJCNN 2008 - Hong Kong) - Hong Kong, China (2008.06.1-2008.06.8)] 2008 IEEE International Joint Conference on Neural Networks (IEEE World Congress on Computational Intelligence) - Combining attributes to improve the performance of Naive Bayes for Regression

de Pina, Aloisio Carlos, Zaverucha, Gerson

Année:

2008

Langue:

english

Fichier:

PDF, 98 KB

english, 2008

22

Evaluation and improvements of clustering algorithms for detecting remote homologous protein families

Bernardes, Juliana S, Vieira, Fabio RJ, Costa, Lygia MM, Zaverucha, Gerson

Journal:

BMC Bioinformatics

Année:

2015

Langue:

english

Fichier:

PDF, 936 KB

english, 2015

23

[ACM Press the 2009 ACM symposium - Honolulu, Hawaii (2009.03.08-2008.03.12)] Proceedings of the 2009 ACM symposium on Applied Computing - SAC '09 - HTILDE

Lopes, Carina, Zaverucha, Gerson

Année:

2009

Langue:

english

Fichier:

PDF, 331 KB

english, 2009

24

[ACM Press the 10th annual conference - Atlanta, GA, USA (2008.07.12-2008.07.16)] Proceedings of the 10th annual conference on Genetic and evolutionary computation - GECCO '08 - Genetic local search for rule learning

Pitangui, Cristiano Grijó, Zaverucha, Gerson

Année:

2008

Langue:

english

Fichier:

PDF, 229 KB

english, 2008

25

[ACM Press the 4th international workshop - Chicago, Illinois (2005.08.21-2005.08.21)] Proceedings of the 4th international workshop on Multi-relational mining - MRDM '05 - Further results of probabilistic first-order revision of theories from examples

Paes, Aline, Revoredo, Kate, Zaverucha, Gerson, Costa, Vitor Santos

Année:

2005

Fichier:

PDF, 70 KB

2005

26

On the formal characterization of the FORTE_MBC theory revision operators

Duboc, Ana Luísa, Paes, Aline, Zaverucha, Gerson

Journal:

Journal of Logic and Computation

Année:

2017

Langue:

english

Fichier:

PDF, 388 KB

english, 2017