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1

An analysis of four missing data treatment methods for supervised learning

Batista, Gustavo E. A. P. A., Monard, Maria Carolina

Journal:

Applied Artificial Intelligence

Year:

2003

Language:

english

File:

PDF, 346 KB

english, 2003

2

A study of the behavior of several methods for balancing machine learning training data

Batista, Gustavo E. A. P. A., Prati, Ronaldo C., Monard, Maria Carolina

Journal:

ACM SIGKDD Explorations Newsletter

Year:

2004

Language:

english

File:

PDF, 307 KB

english, 2004

3

[IEEE 2013 Brazilian Conference on Intelligent Systems (BRACIS) - Fortaleza, Brazil (2013.10.19-2013.10.24)] 2013 Brazilian Conference on Intelligent Systems - ReliefF for Multi-label Feature Selection

Spolaor, Newton, Cherman, Everton Alvares, Monard, Maria Carolina, Lee, Huei Diana

Year:

2013

Language:

english

File:

PDF, 194 KB

english, 2013

4

Improving the kernel regularized least squares method for small-sample regression

Braga, Igor, Monard, Maria Carolina

Journal:

Year:

2015

Language:

english

File:

PDF, 441 KB

english, 2015

5

Inhibition of cysteine protease activity disturbs DNA replication and prevents mitosis in the early mitotic cell cycles of sea urchin embryos

Carolina Concha, Antonia Monardes, Yasmine Even, Violeta Morin, Marcia Puchi, Maria Imschenetzky, Anne Marie Genevière

Journal:

Journal of Cellular Physiology

Year:

2005

Language:

english

File:

PDF, 559 KB

english, 2005

6

Pressure dependence of ionic polarizabilities in crystals

Maria Carolina Monard, Jorge A.O. Bruno, Joaquina Faour, Alicia Batana

Journal:

Computers & Chemistry

Year:

2001

Language:

english

File:

PDF, 104 KB

english, 2001

7

Calculation of the pressure dependence of anion polarizabilities in crystals

Maria Carolina Monard, Alicia Batana, Jorge A.O. Bruno

Journal:

Computers & Chemistry

Year:

1999

Language:

english

File:

PDF, 206 KB

english, 1999

8

Combining symbolic classifiers from multiple inducers

José Augusto Baranauskas, Maria Carolina Monard

Journal:

Knowledge-Based Systems

Year:

2003

Language:

english

File:

PDF, 222 KB

english, 2003

9

Ionic polarizabilities in crystals at high pressures

Alicia Batana, Jorge A.O. Bruno, Maria Carolina Monard

Journal:

Journal of Physics and Chemistry of Solids

Year:

2001

Language:

english

File:

PDF, 81 KB

english, 2001

10

Incorporating label dependency into the binary relevance framework for multi-label classification

Everton Alvares-Cherman, Jean Metz, Maria Carolina Monard

Journal:

Expert Systems with Applications

Year:

2012

Language:

english

File:

PDF, 459 KB

english, 2012

11

A Comparison of Multi-label Feature Selection Methods using the Problem Transformation Approach

Spolaôr, Newton, Cherman, Everton Alvares, Monard, Maria Carolina, Lee, Huei Diana

Journal:

Electronic Notes in Theoretical Computer Science

Year:

2013

Language:

english

File:

PDF, 283 KB

english, 2013

12

A Framework to Generate Synthetic Multi-label Datasets

Tomás, Jimena Torres, Spolaôr, Newton, Cherman, Everton Alvares, Monard, Maria Carolina

Journal:

Electronic Notes in Theoretical Computer Science

Year:

2014

Language:

english

File:

PDF, 598 KB

english, 2014

13

[IEEE 2008 8th International Conference on Hybrid Intelligent Systems (HIS) - Barcelona, Spain (2008.09.10-2008.09.12)] 2008 Eighth International Conference on Hybrid Intelligent Systems - Evolving Sets of Symbolic Classifiers into a Single Symbolic Classifier Using Genetic Algorithms

Bernardini, Flávia Cristina, Prati, Ronaldo C., Monard, Maria Carolina

Year:

2008

Language:

english

File:

PDF, 237 KB

english, 2008

14

[IEEE 2009 International Conference on Intelligent Human-Machine Systems and Cybernetics - Hangzhou, Zhejiang, China (2009.08.26-2009.08.27)] 2009 International Conference on Intelligent Human-Machine Systems and Cybernetics - Feature Subset Selection Using a Fuzzy Method

Cintra, Marcos Evandro, Martin, Trevor P., Monard, Maria Carolina, Camargo, Heloisa de Arruda

Year:

2009

Language:

english

File:

PDF, 198 KB

english, 2009

15

[IEEE 2013 Brazilian Conference on Intelligent Systems (BRACIS) - Fortaleza, Brazil (2013.10.19-2013.10.24)] 2013 Brazilian Conference on Intelligent Systems - Statistical and Heuristic Model Selection in Regularized Least-Squares

Braga, Igor, Monard, Maria Carolina

Year:

2013

Language:

english

File:

PDF, 197 KB

english, 2013

16

[IEEE 2008 8th International Conference on Hybrid Intelligent Systems (HIS) - Barcelona, Spain (2008.09.10-2008.09.12)] 2008 Eighth International Conference on Hybrid Intelligent Systems - Fuzzy Feature Subset Selection Using the Wang & Mendel Method

Cintra, Marcos Evandro, Camargo, Heloisa de Arruda, Monard, Maria Carolina

Year:

2008

Language:

english

File:

PDF, 221 KB

english, 2008

17

[Lecture Notes in Computer Science] Advances in Artificial Intelligence Volume 1952 || Sensitivity and Uncertainty Analysis in Optimization Programs Using an Evolutionary Approach

Monard, Maria Carolina, Sichman, Jaime Simão

Year:

2000

Language:

english

File:

PDF, 74 KB

english, 2000

18

[Lecture Notes in Computer Science] Advances in Artificial Intelligence Volume 1952 || MOISE: An Organizational Model for Multi-agent Systems

Monard, Maria Carolina, Sichman, Jaime Simão

Year:

2000

Language:

english

File:

PDF, 273 KB

english, 2000

19

Lazy Multi-label Learning Algorithms Based on Mutuality Strategies

Cherman, Everton Alvares, Spolaôr, Newton, Valverde-Rebaza, Jorge, Monard, Maria Carolina

Journal:

Journal of Intelligent & Robotic Systems

Year:

2015

Language:

english

File:

PDF, 705 KB

english, 2015

20

[Lecture Notes in Computer Science] Advances in Artificial Intelligence Volume 1952 || Tuple Relational Calculus for Paraconsistent Databases

Monard, Maria Carolina, Sichman, Jaime Simão

Year:

2000

Language:

english

File:

PDF, 109 KB

english, 2000

21

[Lecture Notes in Computer Science] Advances in Artificial Intelligence Volume 1952 || An Hybrid Evolutive-Genetic Strategy for the Inverse Fractal Problem of IFS Models

Monard, Maria Carolina, Sichman, Jaime Simão

Year:

2000

Language:

english

File:

PDF, 483 KB

english, 2000

22

[Lecture Notes in Computer Science] Advances in Artificial Intelligence Volume 1952 || Applying the ARTIS Agent Architecture to Mobile Robot Control

Monard, Maria Carolina, Sichman, Jaime Simão

Year:

2000

Language:

english

File:

PDF, 275 KB

english, 2000

23

A Survey on Graphical Methods for Classification Predictive Performance Evaluation

Prati, Ronaldo C., Batista, Gustavo E. A. P. A., Monard, Maria Carolina

Journal:

IEEE Transactions on Knowledge and Data Engineering

Year:

2011

Language:

english

File:

PDF, 3.08 MB

english, 2011

24

[IEEE 2014 Brazilian Conference on Intelligent Systems (BRACIS) - Sao Paulo, Brazil (2014.10.18-2014.10.22)] 2014 Brazilian Conference on Intelligent Systems - Label Construction for Multi-label Feature Selection

Spolaor, Newton, Monard, Maria Carolina, Tsoumakas, Grigorios, Lee, Huei

Year:

2014

Language:

english

File:

PDF, 259 KB

english, 2014

25

A systematic review of multi-label feature selection and a new method based on label construction

Spolaôr, Newton, Monard, Maria Carolina, Tsoumakas, Grigorios, Lee, Huei Diana

Journal:

Year:

2015

Language:

english

File:

PDF, 1.38 MB

english, 2015

26

[IEEE 2014 XL Latin American Computing Conference (CLEI) - Montevideo, Uruguay (2014.9.15-2014.9.19)] 2014 XL Latin American Computing Conference (CLEI) - A framework for multi-label exploratory data analysis: ML-EDA

Carvalho, Victor Augusto Moraes, Spolaor, Newton, Cherman, Everton Alvares, Monard, Maria Carolina

Year:

2014

File:

PDF, 1.74 MB

2014

27

Multi-label active learning: key issues and a novel query strategy

Cherman, Everton Alvares, Papanikolaou, Yannis, Tsoumakas, Grigorios, Monard, Maria Carolina

Journal:

Evolving Systems

Year:

2017

Language:

english

File:

PDF, 1.65 MB

english, 2017

28

Constructing ensembles of symbolic classifiers

Bernardini, Flávia Cristina, Monard, Maria Carolina, Prati, Ronaldo C.

Journal:

International Journal of Hybrid Intelligent Systems

Year:

2006

Language:

english

File:

PDF, 177 KB

english, 2006

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