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1

[IEEE 2018 International Joint Conference on Neural Networks (IJCNN) - Rio de Janeiro, Brazil (2018.7.8-2018.7.13)] 2018 International Joint Conference on Neural Networks (IJCNN) - SegNetRes-CRF: A Deep Convolutional Encoder-Decoder Architecture for Semantic Image Segmentation

de Oliveira Junior, Luiz Antonio, Medeiros, Heitor R., Macedo, David, Zanchettin, Cleber, Oliveira, Adriano L. I., Ludermir, Teresa

Year:

2018

Language:

english

File:

PDF, 4.82 MB

english, 2018

2

Comparison of new activation functions in neural network for forecasting financial time series

Gecynalda S. da S. Gomes, Teresa B. Ludermir, Leyla M. M. R. Lima

Journal:

Neural Computing and Applications

Year:

2011

Language:

english

File:

PDF, 526 KB

english, 2011

3

Forecasting models for interval-valued time series

André Luis S. Maia, Francisco de A.T. de Carvalho, Teresa B. Ludermir

Journal:

Year:

2008

Language:

english

File:

PDF, 322 KB

english, 2008

4

Automatic parameters selection in machine learning

Teresa B. Ludermir, Marcilio C.P. de Souto, Marley Vellasco

Journal:

Year:

2012

Language:

english

File:

PDF, 80 KB

english, 2012

5

An Optimization Methodology for Neural Network Weights and Architectures

Ludermir, Teresa B., Yamazaki, Akio, Zanchettin, Cleber

Journal:

IEEE Transactions on Neural Networks

Year:

2006

Language:

english

File:

PDF, 329 KB

english, 2006

6

Collective behavior of cryptocurrency price changes

Stosic, Darko, Stosic, Dusan, Ludermir, Teresa B., Stosic, Tatijana

Journal:

Physica A: Statistical Mechanics and its Applications

Year:

2018

Language:

english

File:

PDF, 1.55 MB

english, 2018

7

A multi-objective memetic and hybrid methodology for optimizing the parameters and performance of artificial neural networks

Leandro M. Almeida, Teresa B. Ludermir

Journal:

Year:

2010

Language:

english

File:

PDF, 239 KB

english, 2010

8

Clustering cancer gene expression data: a comparative study

Marcilio CP de Souto, Ivan G Costa, Daniel SA de Araujo, Teresa B Ludermir, Alexander Schliep

Journal:

BMC Bioinformatics

Year:

2008

Language:

english

File:

PDF, 1.08 MB

english, 2008

9

Optimization of the weights and asymmetric activation function family of neural network for time series forecasting

Gomes, Gecynalda S. da S., Ludermir, Teresa B.

Journal:

Expert Systems with Applications

Year:

2013

Language:

english

File:

PDF, 533 KB

english, 2013

10

[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) - Ranking and selecting clustering algorithms using a meta-learning approach

de Souto, Marcilio C. P., Prudencio, Ricardo B. C., Soares, Rodrigo G. F., de Araujo, Daniel S. A., Costa, Ivan G., Ludermir, Teresa B., Schliep, Alexander

Year:

2008

Language:

english

File:

PDF, 149 KB

english, 2008

11

[IEEE 2012 International Joint Conference on Neural Networks (IJCNN 2012 - Brisbane) - Brisbane, Australia (2012.06.10-2012.06.15)] The 2012 International Joint Conference on Neural Networks (IJCNN) - Odor recognition systems for natural gas odorization monitoring

Zanchettin, Cleber, Almeida, Leandro M., Menezes, Frederico D., Ludermir, Teresa B., Azevedo, Walter M.

Year:

2012

Language:

english

File:

PDF, 2.70 MB

english, 2012

12

[IEEE 2014 IEEE International Conference on Systems, Man and Cybernetics - SMC - San Diego, CA, USA (2014.10.5-2014.10.8)] 2014 IEEE International Conference on Systems, Man, and Cybernetics (SMC) - A distributed PSO-ARIMA-SVR hybrid system for time series forecasting

Oliveira, Joao Fausto Lorenzato de, Ludermir, Teresa B.

Year:

2014

Language:

english

File:

PDF, 212 KB

english, 2014

13

[IEEE 2008 10th Brazilian Symposium on Neural Networks (SBRN) - Salvador, Brazil (2008.10.26-2008.10.30)] 2008 10th Brazilian Symposium on Neural Networks - Selecting Neural Network Forecasting Models Using the Zoomed-Ranking Approach

Santos, Patrícia M., Ludermir, Teresa B., Prudêncio, Ricardo B. C.

Year:

2008

Language:

english

File:

PDF, 165 KB

english, 2008

14

[IEEE 2014 Brazilian Conference on Intelligent Systems (BRACIS) - Sao Paulo, Brazil (2014.10.18-2014.10.22)] 2014 Brazilian Conference on Intelligent Systems - A Hybrid Evolutionary System for Parameter Optimization and Lag Selection in Time Series Forecasting

Oliveira, Joao Fausto Lorenzato de, Ludermir, Teresa Bernarda

Year:

2014

Language:

english

File:

PDF, 299 KB

english, 2014

15

QRNN: q-Generalized Random Neural Network

Stosic, Dusan, Stosic, Darko, Zanchettin, Cleber, Ludermir, Teresa, Stosic, Borko

Journal:

IEEE Transactions on Neural Networks and Learning Systems

Year:

2016

Language:

english

File:

PDF, 2.28 MB

english, 2016

16

GPU-advanced 3D electromagnetic simulations of superconductors in the Ginzburg–Landau formalism

Stošić, Darko, Stošić, Dušan, Ludermir, Teresa, Stošić, Borko, Milošević, Milorad V.

Journal:

Journal of Computational Physics

Year:

2016

Language:

english

File:

PDF, 2.12 MB

english, 2016

17

[IEEE 2017 Brazilian Conference on Intelligent Systems (BRACIS) - Uberlandia (2017.10.2-2017.10.5)] 2017 Brazilian Conference on Intelligent Systems (BRACIS) - Non-unitary Quantum Associative Memory

Neto, Fernando Maciano de Paula, da Silva, Adenilton Jose, de Oliveira, Wilson Rosa, Ludermir, Teresa Bernarda

Year:

2017

Language:

english

File:

PDF, 140 KB

english, 2017

18

[IEEE 2018 IEEE Congress on Evolutionary Computation (CEC) - Rio de Janeiro (2018.7.8-2018.7.13)] 2018 IEEE Congress on Evolutionary Computation (CEC) - SSDP+: A Diverse and More Informative Subgroup Discovery Approach for High Dimensional Data

Lucas, Tarcsio, Vimieiro, Renato, Ludermir, Teresa

Year:

2018

File:

PDF, 5.54 MB

2018

19

[IEEE 2019 International Joint Conference on Neural Networks (IJCNN) - Budapest, Hungary (2019.7.14-2019.7.19)] 2019 International Joint Conference on Neural Networks (IJCNN) - Analyzing the impact of data representations in classification problems using clustering

Farias, Felipe Costa, Bernarda Ludermir, Teresa, Bastos-Filho Ecomp, Carmelo J. A., Rosendo da Silva Oliveira, Flavio

Year:

2019

Language:

english

File:

PDF, 532 KB

english, 2019

20

[IEEE 2019 International Joint Conference on Neural Networks (IJCNN) - Budapest, Hungary (2019.7.14-2019.7.19)] 2019 International Joint Conference on Neural Networks (IJCNN) - Hybrid K-Means and Improved Self-Adaptive Particle Swarm Optimization for Data Clustering

Pacifico, Luciano D. S., Ludermir, Teresa B.

Year:

2019

File:

PDF, 274 KB

2019

21

[IEEE 2019 8th Brazilian Conference on Intelligent Systems (BRACIS) - Salvador, Brazil (2019.10.15-2019.10.18)] 2019 8th Brazilian Conference on Intelligent Systems (BRACIS) - Quantum Neural Networks Learning Algorithm Based on a Global Search

de Paula Neto, Fernando Maciano, Ludermir, Teresa Bernarda, de Oliveira, Wilson Rosa

Year:

2019

Language:

english

File:

PDF, 138 KB

english, 2019

22

A systematic literature review on general parameter control for evolutionary and swarm-based algorithms

Gomes Pereira de Lacerda, Marcelo, de Araujo Pessoa, Luis Filipe, Buarque de Lima Neto, Fernando, Ludermir, Teresa Bernarda, Kuchen, Herbert

Journal:

Swarm and Evolutionary Computation

Year:

2021

File:

PDF, 542 KB

2021

23

Clustering and co-evolution to construct neural network ensembles: An experimental study

Fernanda L. Minku, Teresa B. Ludermir

Journal:

Neural Networks

Year:

2008

Language:

english

File:

PDF, 3.87 MB

english, 2008

24

Evolutionary Radial Basis Functions for Credit Assessment

Estefane Lacerda, André C. P. L. F. Carvalho, Antônio Pádua Braga, Teresa Bernarda Ludermir

Journal:

Applied Intelligence

Year:

2005

Language:

english

File:

PDF, 212 KB

english, 2005

25

A Modal Symbolic Classifier for selecting time series models

Ricardo B.C. Prudêncio, Teresa B. Ludermir, Francisco de A.T. de Carvalho

Journal:

Pattern Recognition Letters

Year:

2004

Language:

english

File:

PDF, 331 KB

english, 2004

26

Weightless neural models

Teresa B Ludermir, Wilson R de Oliveira

Journal:

Computer Standards & Interfaces

Year:

1994

Language:

english

File:

PDF, 854 KB

english, 1994

27

Combining Uncertainty Sampling methods for supporting the generation of meta-examples

Ricardo B.C. Prudêncio, Teresa B. Ludermir

Journal:

Information Sciences

Year:

2012

Language:

english

File:

PDF, 427 KB

english, 2012

28

Meta-learning approaches to selecting time series models

Ricardo B.C. Prudêncio, Teresa B. Ludermir

Journal:

Year:

2004

Language:

english

File:

PDF, 244 KB

english, 2004

29

Improving self-organization of document collections by semantic mapping

Renato Fernandes Corrêa, Teresa Bernarda Ludermir

Journal:

Year:

2006

Language:

english

File:

PDF, 184 KB

english, 2006

30

A quickly trainable hybrid SOM-based document organization system

Renato Fernandes Corrêa, Teresa Bernarda Ludermir

Journal:

Year:

2008

Language:

english

File:

PDF, 256 KB

english, 2008

31

Classical and superposed learning for quantum weightless neural networks

Adenilton J. da Silva, Wilson R. de Oliveira, Teresa B. Ludermir

Journal:

Year:

2012

Language:

english

File:

PDF, 393 KB

english, 2012

32

[IEEE 2012 Brazilian Symposium on Neural Networks (SBRN) - Curitiba, Parana, Brazil (2012.10.20-2012.10.25)] 2012 Brazilian Symposium on Neural Networks - Effect of the PSO Topologies on the Performance of the PSO-ELM

Figueiredo, Elliackin M.N., Ludermir, Teresa B.

Year:

2012

Language:

english

File:

PDF, 214 KB

english, 2012

33

[IEEE 2009 Ninth International Conference on Intelligent Systems Design and Applications - Pisa, Italy (2009.11.30-2009.12.2)] 2009 Ninth International Conference on Intelligent Systems Design and Applications - Optimization of Neural Networks Weights and Architecture: A Multimodal Methodology

Zarth, Antonio Miguel F., Ludermir, Teresa B.

Year:

2009

Language:

english

File:

PDF, 230 KB

english, 2009

34

[IEEE 2013 IEEE Congress on Evolutionary Computation (CEC) - Cancun, Mexico (2013.06.20-2013.06.23)] 2013 IEEE Congress on Evolutionary Computation - Using good and bad diversity measures in the design of ensemble systems: A genetic algorithm approach

Neto, Antonino A. Feitosa, Canuto, Anne M. P., Ludermir, Teresa B

Year:

2013

Language:

english

File:

PDF, 746 KB

english, 2013

35

Advances in intelligent systems

Ludermir, Teresa B., Zanchettin, Cleber, Carolina Lorena, Ana

Journal:

Year:

2014

Language:

english

File:

PDF, 166 KB

english, 2014

36

An approach to reservoir computing design and training

Ferreira, Aida A., Ludermir, Teresa B., de Aquino, Ronaldo R.B.

Journal:

Expert Systems with Applications

Year:

2013

Language:

english

File:

PDF, 1.21 MB

english, 2013

37

Particle Swarm Optimization of MLP for the identification of factors related to Common Mental Disorders

Ludermir, Teresa B., de Oliveira, Wilson R.

Journal:

Expert Systems with Applications

Year:

2013

Language:

english

File:

PDF, 192 KB

english, 2013

38

Investigating the use of alternative topologies on performance of the PSO-ELM

Figueiredo, Elliackin M.N., Ludermir, Teresa B.

Journal:

Year:

2014

Language:

english

File:

PDF, 915 KB

english, 2014

39

[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) - Particle Swarm Optimization of Feed-Forward Neural Networks with Weight Decay

Carvalho, Marcio, Ludermir, Teresa

Year:

2006

Language:

english

File:

PDF, 219 KB

english, 2006

40

[IEEE 7th International Conference on Hybrid Intelligent Systems (HIS 2007) - Kaiserslautern, Germany (2007.09.17-2007.09.19)] 7th International Conference on Hybrid Intelligent Systems (HIS 2007) - Particle Swarm Optimization of Neural Network Architectures andWeights

Carvalho, Marcio, Ludermir, Teresa B.

Year:

2007

Language:

english

File:

PDF, 191 KB

english, 2007

41

An automatic methodology for construction of multi-classifier systems based on the combination of selection and fusion

de Lima, Tiago P. F., da Silva, Adenilton J., Ludermir, Teresa B., de Oliveira, Wilson R.

Journal:

Progress in Artificial Intelligence

Year:

2014

Language:

english

File:

PDF, 641 KB

english, 2014

42

[IEEE 2013 International Joint Conference on Neural Networks (IJCNN 2013 - Dallas) - Dallas, TX, USA (2013.08.4-2013.08.9)] The 2013 International Joint Conference on Neural Networks (IJCNN) - Forecasting models of wind power in Northeastern of Brazil

de Aquino, Ronaldo R. B., Ludermir, Teresa B., Neto, Otoni Nobrega, Ferreira, Aida A., Lira, Milde M. S., Carvalho, Manoel A.

Year:

2013

Language:

english

File:

PDF, 536 KB

english, 2013

43

[IEEE 2013 International Joint Conference on Neural Networks (IJCNN 2013 - Dallas) - Dallas, TX, USA (2013.08.4-2013.08.9)] The 2013 International Joint Conference on Neural Networks (IJCNN) - Evolutionary extreme learning machine based on particle swarm optimization and clustering strategies

Pacifico, Luciano D. S., Ludermir, Teresa B.

Year:

2013

Language:

english

File:

PDF, 295 KB

english, 2013

44

[IEEE 2014 International Joint Conference on Neural Networks (IJCNN) - Beijing, China (2014.7.6-2014.7.11)] 2014 International Joint Conference on Neural Networks (IJCNN) - Ensembles of evolutionary Extreme Learning Machines through differential evolution and Fitness Sharing

de Lima, Tiago. P. F., Ludermir, Teresa. B.

Year:

2014

Language:

english

File:

PDF, 2.81 MB

english, 2014

45

[IEEE 2012 International Joint Conference on Neural Networks (IJCNN 2012 - Brisbane) - Brisbane, Australia (2012.06.10-2012.06.15)] The 2012 International Joint Conference on Neural Networks (IJCNN) - Comparing recurrent networks for time-series forecasting

Ferreira, Aida A., Ludermir, Teresa B., de Aquino, Ronaldo R. B.

Year:

2012

Language:

english

File:

PDF, 1.04 MB

english, 2012

46

[IEEE 2012 International Joint Conference on Neural Networks (IJCNN 2012 - Brisbane) - Brisbane, Australia (2012.06.10-2012.06.15)] The 2012 International Joint Conference on Neural Networks (IJCNN) - Clustering and selection of neural networks using adaptive differential evolution

de Lima, Tiago P. F., da Silva, Adenilton J., Ludermir, Teresa B.

Year:

2012

Language:

english

File:

PDF, 1.01 MB

english, 2012

47

[IEEE 2012 International Joint Conference on Neural Networks (IJCNN 2012 - Brisbane) - Brisbane, Australia (2012.06.10-2012.06.15)] The 2012 International Joint Conference on Neural Networks (IJCNN) - Application of the IPSONet in face detection

Figueiredo, Elliackin M. N., Mesquita, Rafael G., Ludermir, Teresa B., Cavalcanti, George D. C.

Year:

2012

Language:

english

File:

PDF, 1.06 MB

english, 2012

48

[IEEE 2006 Ninth Brazilian Symposium on Neural Networks (SBRN'06) - Ribeirao Preto, Brazil (2006.10.23-2006.10.23)] 2006 Ninth Brazilian Symposium on Neural Networks (SBRN'06) - An Analysis Of PSO Hybrid Algorithms For Feed-Forward Neural Networks Training

Carvalho, Marcio, Ludermir, Teresa

Year:

2006

Language:

english

File:

PDF, 317 KB

english, 2006

49

[IEEE 2011 International Joint Conference on Neural Networks (IJCNN 2011 - San Jose) - San Jose, CA, USA (2011.07.31-2011.08.5)] The 2011 International Joint Conference on Neural Networks - Comparing evolutionary methods for reservoir computing pre-training

Ferreira, Aida A., Ludermir, Teresa B.

Year:

2011

Language:

english

File:

PDF, 765 KB

english, 2011

50

[IEEE 2009 International Joint Conference on Neural Networks (IJCNN 2009 - Atlanta) - Atlanta, Ga, USA (2009.06.14-2009.06.19)] 2009 International Joint Conference on Neural Networks - Genetic algorithm for reservoir computing optimization

Ferreira, Aida A., Ludermir, Teresa B.

Year:

2009

Language:

english

File:

PDF, 1.52 MB

english, 2009