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Bianca Zadrozny
Bianca Zadrozny
IBM Research Brasil
E-mail confirmado em br.ibm.com - Página inicial
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Transforming classifier scores into accurate multiclass probability estimates
B Zadrozny, C Elkan
Proceedings of the eighth ACM SIGKDD international conference on Knowledge …, 2002
14342002
Obtaining calibrated probability estimates from decision trees and naive bayesian classifiers
B Zadrozny, C Elkan
Icml 1, 609-616, 2001
11202001
Learning and evaluating classifiers under sample selection bias
B Zadrozny
Proceedings of the twenty-first international conference on Machine learning …, 2004
10292004
Cost-sensitive learning by cost-proportionate example weighting
B Zadrozny, J Langford, N Abe
Third IEEE international conference on data mining, 435-442, 2003
8992003
Learning character-level representations for part-of-speech tagging
C Dos Santos, B Zadrozny
International Conference on Machine Learning, 1818-1826, 2014
7982014
Learning and making decisions when costs and probabilities are both unknown
B Zadrozny, C Elkan
Proceedings of the seventh ACM SIGKDD international conference on Knowledge …, 2001
6472001
Outlier detection by active learning
N Abe, B Zadrozny, J Langford
Proceedings of the 12th ACM SIGKDD international conference on Knowledge …, 2006
4772006
A Bayesian network decision model for supporting the diagnosis of dementia, Alzheimer׳ s disease and mild cognitive impairment
FL Seixas, B Zadrozny, J Laks, A Conci, DCM Saade
Computers in biology and medicine 51, 140-158, 2014
2502014
An iterative method for multi-class cost-sensitive learning
N Abe, B Zadrozny, J Langford
Proceedings of the tenth ACM SIGKDD international conference on Knowledge …, 2004
2012004
Categorizing feature selection methods for multi-label classification
RB Pereira, A Plastino, B Zadrozny, LHC Merschmann
Artificial intelligence review 49, 57-78, 2018
2002018
Correlation analysis of performance measures for multi-label classification
RB Pereira, A Plastino, B Zadrozny, LHC Merschmann
Information Processing & Management 54 (3), 359-369, 2018
1542018
Reducing multiclass to binary by coupling probability estimates
B Zadrozny
Advances in neural information processing systems 14, 2001
1242001
Learning hybrid representations to retrieve semantically equivalent questions
C Dos Santos, L Barbosa, D Bogdanova, B Zadrozny
Proceedings of the 53rd Annual Meeting of the Association for Computational …, 2015
1142015
An improved categorization of classifier's sensitivity on sample selection bias
W Fan, I Davidson, B Zadrozny, PS Yu
Fifth IEEE international conference on data mining (ICDM'05), 4 pp., 2005
1142005
Error limiting reductions between classification tasks
A Beygelzimer, V Dani, T Hayes, J Langford, B Zadrozny
Proceedings of the 22nd international conference on Machine learning, 49-56, 2005
1042005
Detecting semantically equivalent questions in online user forums
D Bogdanova, C dos Santos, L Barbosa, B Zadrozny
Proceedings of the nineteenth conference on computational natural language …, 2015
1012015
Sequential cost-sensitive decision making with reinforcement learning
E Pednault, N Abe, B Zadrozny
Proceedings of the eighth ACM SIGKDD international conference on Knowledge …, 2002
1012002
Relating reinforcement learning performance to classification performance
J Langford, B Zadrozny
Proceedings of the 22nd international conference on Machine learning, 473-480, 2005
792005
Ranking-based evaluation of regression models
S Rosset, C Perlich, B Zadrozny
Fifth IEEE International Conference on Data Mining (ICDM'05), 8 pp., 2005
682005
Weighted one-against-all
A Beygelzimer, J Langford, B Zadrozny
AAAI, 720-725, 2005
562005
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