Bianca Zadrozny
Bianca Zadrozny
IBM Research Brasil
Verified email at br.ibm.com - Homepage
TitleCited byYear
Transforming classifier scores into accurate multiclass probability estimates
B Zadrozny, C Elkan
Proceedings of the eighth ACM SIGKDD international conference on Knowledge …, 2002
6262002
Cost-Sensitive Learning by Cost-Proportionate Example Weighting.
B Zadrozny, J Langford, N Abe
ICDM 3, 435, 2003
6052003
Learning and evaluating classifiers under sample selection bias
B Zadrozny
Proceedings of the twenty-first international conference on Machine learning …, 2004
5662004
Obtaining calibrated probability estimates from decision trees and naive Bayesian classifiers
B Zadrozny, C Elkan
Icml 1, 609-616, 2001
5052001
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
4612001
Learning character-level representations for part-of-speech tagging
CD Santos, B Zadrozny
Proceedings of the 31st International Conference on Machine Learning (ICML …, 2014
3702014
Outlier detection by active learning
N Abe, B Zadrozny, J Langford
Proceedings of the 12th ACM SIGKDD international conference on Knowledge …, 2006
2732006
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
1492004
Reducing multiclass to binary by coupling probability estimates
B Zadrozny
Advances in neural information processing systems, 1041-1048, 2002
1022002
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
982014
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
872005
An Improved Categorization of Classifier's Sensitivity on Sample Selection Bias.
W Fan, I Davidson, B Zadrozny, SY Philip
ICDM 5, 605-608, 2005
782005
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
772002
Relating reinforcement learning performance to classification performance
J Langford, B Zadrozny
Proceedings of the 22nd international conference on Machine learning, 473-480, 2005
662005
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
502015
Ranking-based evaluation of regression models
S Rosset, C Perlich, B Zadrozny
Fifth IEEE International Conference on Data Mining (ICDM'05), 8 pp., 2005
502005
Estimating Class Membership Probabilities using Classifier Learners.
J Langford, B Zadrozny
AISTATS, 2005
442005
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
402015
Weighted one-against-all
A Beygelzimer, J Langford, B Zadrozny
AAAI, 720-725, 2005
362005
Categorizing feature selection methods for multi-label classification
RB Pereira, A Plastino, B Zadrozny, LHC Merschmann
Artificial Intelligence Review 49 (1), 57-78, 2018
342018
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