Search the dblp DataBase

Publications of Author

1. Gustavo E. A. P. A. Batista, Maria Carolina Monard
   A Study of K-Nearest Neighbour as an Imputation Method. [Citation Graph (0, 0)][DBLP]
   HIS, 2002, pp:251-260 [Conf]
   
2. Gustavo E. A. P. A. Batista, Ronaldo C. Prati, Maria Carolina Monard
   Balancing Strategies and Class Overlapping. [Citation Graph (0, 0)][DBLP]
   IDA, 2005, pp:24-35 [Conf]
   
3. Gustavo E. A. P. A. Batista, Maria Carolina Monard, Ana L. C. Bazzan
   Improving Rule Induction Precision for Automated Annotation by Balancing Skewed Data Sets. [Citation Graph (0, 0)][DBLP]
   KELSI, 2004, pp:20-32 [Conf]
   
4. Gustavo E. A. P. A. Batista, André Carlos Ponce Leon Ferreira de Carvalho, Maria Carolina Monard
   Applying One-Sided Selection to Unbalanced Datasets. [Citation Graph (0, 0)][DBLP]
   MICAI, 2000, pp:315-325 [Conf]
   
5. Claudia Regina Milaré, Gustavo E. A. P. A. Batista, André Carlos Ponce Leon Ferreira de Carvalho, Maria Carolina Monard
   Applying Genetic and Symbolic Learning Algorithms to Extract Rules from Artificial Neural Networks. [Citation Graph (0, 0)][DBLP]
   MICAI, 2004, pp:833-843 [Conf]
   
6. Ronaldo C. Prati, Gustavo E. A. P. A. Batista, Maria Carolina Monard
   Class Imbalances versus Class Overlapping: An Analysis of a Learning System Behavior. [Citation Graph (0, 0)][DBLP]
   MICAI, 2004, pp:312-321 [Conf]
   
7. Ronaldo C. Prati, Gustavo E. A. P. A. Batista, Maria Carolina Monard
   Learning with Class Skews and Small Disjuncts. [Citation Graph (0, 0)][DBLP]
   SBIA, 2004, pp:296-306 [Conf]
   
8. Ana Carolina Lorena, Gustavo E. A. P. A. Batista, André Carlos Ponce Leon Ferreira de Carvalho, Maria Carolina Monard
   The Influence of Noisy Patterns in the Performance of Learning Methods in the Splice Junction Recognition Problem. [Citation Graph (0, 0)][DBLP]
   SBRN, 2002, pp:31-37 [Conf]
   
9. Gustavo E. A. P. A. Batista, Ana L. C. Bazzan, Maria Carolina Monard
   Balancing Training Data for Automated Annotation of Keywords: a Case Study. [Citation Graph (0, 0)][DBLP]
   WOB, 2003, pp:10-18 [Conf]
   
10. Ana Carolina Lorena, Gustavo E. A. P. A. Batista, André Carlos Ponce Leon Ferreira de Carvalho, Maria Carolina Monard
    Splice Junction Recognition using Machine Learning Techniques. [Citation Graph (0, 0)][DBLP]
    WOB, 2002, pp:32-39 [Conf]
    
11. Gustavo E. A. P. A. Batista, Maria Carolina Monard
    An Analysis of Four Missing Data Treatment Methods for Supervised Learning. [Citation Graph (0, 0)][DBLP]
    Applied Artificial Intelligence, 2003, v:17, n:5-6, pp:519-533 [Journal]
    
12. Gustavo E. A. P. A. Batista, Ronaldo C. Prati, Maria Carolina Monard
    A study of the behavior of several methods for balancing machine learning training data. [Citation Graph (0, 0)][DBLP]
    SIGKDD Explorations, 2004, v:6, n:1, pp:20-29 [Journal]
    
13. 
    Evaluating Ranking Composition Methods for Multi-Objective Optimization of Knowledge Rules. [Citation Graph (, )][DBLP]
    
    
14. 
    A Study with Class Imbalance and Random Sampling for a Decision Tree Learning System. [Citation Graph (, )][DBLP]
    
    
15. 
    Data mining with imbalanced class distributions: concepts and methods. [Citation Graph (, )][DBLP]
    
    
16. 
    Missing Value Imputation Using a Semi-supervised Rank Aggregation Approach. [Citation Graph (, )][DBLP]
    
    
17. 
    Multi-view Semi-supervised Learning: An Approach to Obtain Different Views from Text Datasets. [Citation Graph (, )][DBLP]