Bianca Zadrozny

Bianca Zadrozny, Alexandre Plastino, Helena Cristina da Gama Leitão, 2013, 2013 24th International Workshop on Database and Expert Systems Applications.

UBDM 2006: Utility-Based Data Mining 2006 workshop report

Bianca Zadrozny, Gary M. Weiss, Maytal Saar-Tsechansky, 2006, SKDD.

Business performance management system for CRM and sales execution

Naoki Abe, Bianca Zadrozny, Markus Ettl, 2005, 16th International Workshop on Database and Expert Systems Applications (DEXA'05).

Bus Travel Time Predictions Using Additive Models

Bianca Zadrozny, Marcos R. Vieira, Luciano Barbosa, 2014, 2014 IEEE International Conference on Data Mining.

Pooling Hybrid Representations for Web Structured Data Annotation pdf

Bianca Zadrozny, Luciano Barbosa, Breno W. Carvalho, 2016, ArXiv.

Tutorial summary: Reductions in machine learning

John Langford, Bianca Zadrozny, Alina Beygelzimer, 2009, ICML '09.

Ranking-based evaluation of regression models

Bianca Zadrozny, Saharon Rosset, Claudia Perlich, 2005, Fifth IEEE International Conference on Data Mining (ICDM'05).

Outlier detection by active learning

Bianca Zadrozny, John Langford, Naoki Abe, 2006, KDD '06.

Training State-of-the-Art Portuguese POS Taggers without Handcrafted Features

Cícero Nogueira dos Santos, Bianca Zadrozny, B. Zadrozny, 2014, PROPOR.

A Method for Generating Emergent Behaviors Using Machine Learning to Strategy Games

Esteban Walter Gonzalez Clua, Bianca Zadrozny, Alex Fernandes da V. Machado, 2010, 2010 Brazilian Symposium on Games and Digital Entertainment.

Estimating Class Membership Probabilities using Classifier Learners

John Langford, Bianca Zadrozny, J. Langford, 2005, AISTATS.

Empirical comparison of various reinforcement learning strategies for sequential targeted marketing

Haixun Wang, Naoki Abe, Bianca Zadrozny, 2002, 2002 IEEE International Conference on Data Mining, 2002. Proceedings..

Categorizing feature selection methods for multi-label classification

Bianca Zadrozny, Luiz Henrique de Campos Merschmann, Alexandre Plastino, 2016, Artificial Intelligence Review.

Predicting Conditional Quantiles via Reduction to Classification pdf

John Langford, Bianca Zadrozny, Roberto Oliveira, 2006, UAI.

Efficient Classification of Seismic Textures

Bianca Zadrozny, Emilio Vital Brazil, Daniela Szwarcman, 2018, 2018 International Joint Conference on Neural Networks (IJCNN).

USapiens: A System for Urban Trajectory Data Analytics

Bianca Zadrozny, Marcos R. Vieira, Luciano Barbosa, 2015, 2015 16th IEEE International Conference on Mobile Data Management.

A Fast and Effective Strategy for Feature Selection in High-dimensional Datasets

Celso C. Ribeiro, Bianca Zadrozny, Alexandre Plastino, 2017, J. Inf. Data Manag..

Vistradas: Visual Analytics for Urban Trajectory Data

Bianca Zadrozny, Marcos R. Vieira, Luciano Barbosa, 2014, GeoInfo.

Detecting Semantically Equivalent Questions in Online User Forums

Cícero Nogueira dos Santos, Bianca Zadrozny, Luciano Barbosa, 2015, CoNLL.

Ore content estimation based on spatial geological data through 3D convolutional neural networks

Bianca Zadrozny, Paulo Rodrigo Cavalin, Daniel Civitarese, 2019, 81st EAGE Conference and Exhibition 2019 Workshop Programme.

Semantic Segmentation of Seismic Images pdf

Bianca Zadrozny, Daniel Civitarese, Emilio Vital Brazil, 2019, ArXiv.

An improved categorization of classifier's sensitivity on sample selection bias

Philip S. Yu, Ian Davidson, Bianca Zadrozny, 2005, Fifth IEEE International Conference on Data Mining (ICDM'05).

Weighted One-Against-All

John Langford, Bianca Zadrozny, Alina Beygelzimer, 2005, AAAI.

Relating reinforcement learning performance to classification performance

John Langford, Bianca Zadrozny, 2005, ICML '05.

Machine Learning Techniques—Reductions Between Prediction Quality Metrics

John Langford, Bianca Zadrozny, Alina Beygelzimer, 2008 .

Learning Character-level Representations for Part-of-Speech Tagging

Cícero Nogueira dos Santos, Bianca Zadrozny, B. Zadrozny, 2014, ICML.

Machine Learning and Knowledge Discovery in Databases: European Conference, ECML PKDD 2015, Porto, Portugal, September 7-11, 2015, Proceedings, Part III

Jaime S. Cardoso, Myra Spiliopoulou, Dino Pedreschi, 2015 .

Exploiting contexts to deal with uncertainty in classification

Gisele L. Pappa, Bianca Zadrozny, Wagner Meira, 2009, U '09.

A Data Driven Method For Sweet Spot Identification In Shale Plays Using Well Log Data

Bianca Zadrozny, Marcos R. Vieira, Matthias Kormaksson, 2015 .

A Hybrid Data-Driven and Knowledge-Driven Methodology for Estimating the Effect of Completion Parameters on the Cumulative Production of Horizontal Wells

Bianca Zadrozny, Mingqi Wu, Ligang Lu, 2018 .

Transforming classifier scores into accurate multiclass probability estimates

Bianca Zadrozny, Charles Elkan, C. Elkan, 2002, KDD.

Learning and evaluating classifiers under sample selection bias

Bianca Zadrozny, B. Zadrozny, 2004, ICML.

Proceedings, Part III, of the European Conference on Machine Learning and Knowledge Discovery in Databases - Volume 9286

Jaime S. Cardoso, Myra Spiliopoulou, Dino Pedreschi, 2015 .

Ranking-based evaluation of regression models

Bianca Zadrozny, Saharon Rosset, Claudia Perlich, 2006, Knowledge and Information Systems.

Sequential cost-sensitive decision making with reinforcement learning

Naoki Abe, Bianca Zadrozny, Edwin P. D. Pednault, 2002, KDD.

Proceedings of the 1st international workshop on Utility-based data mining

Bianca Zadrozny, Maytal Saar-Tsechansky, Gary Weiss, 2005 .

Relevance Measures for Multivalued Attributes in Multiclass Datasets

Bianca Zadrozny, Alexandre Plastino, Mariana Tasca, 2014, IBERAMIA.

Modeling Quantiles

Bianca Zadrozny, Saharon Rosset, Claudia Perlich, 2009, Encyclopedia of Data Warehousing and Mining.

Learning Hybrid Representations to Retrieve Semantically Equivalent Questions

Cícero Nogueira dos Santos, Bianca Zadrozny, Luciano Barbosa, 2015, ACL.

A Machine-Learning Methodology Using Domain-Knowledge Constraints for Well-Data Integration and Well-Production Prediction

Bianca Zadrozny, Ligang Lu, Detlef Hohl, 2019, SPE Reservoir Evaluation & Engineering.

A Relevance Measure for Multivalued Attributes

Bianca Zadrozny, Alexandre Plastino, Mariana Tasca, 2013, J. Inf. Data Manag..

Information Gain Feature Selection for Multi-Label Classification

Bianca Zadrozny, Luiz Henrique de Campos Merschmann, Alexandre Plastino, 2015, J. Inf. Data Manag..

Policy mining: learning decision policies from fixed sets of data

Bianca Zadrozny, Charles Elkan, 2003 .

Cost-sensitive learning by cost-proportionate example weighting

John Langford, Naoki Abe, Bianca Zadrozny, 2003, Third IEEE International Conference on Data Mining.

Proceedings of the 1st International Workshop on Utility-Based Data Mining, UBDM '05: Preface

Bianca Zadrozny, Gary M. Weiss, Maytal Saar-Tsechansky, 2005 .

A data-driven workflow for predicting horizontal well production using vertical well logs pdf

Bianca Zadrozny, Mingqi Wu, Ligang Lu, 2017, ArXiv.

Efficient variography with partition variograms

Bianca Zadrozny, Júlio Hoffimann, B. Zadrozny, 2019, Comput. Geosci..

Guest editorial: special issue on utility-based data mining

Bianca Zadrozny, Gary M. Weiss, Maytal Saar-Tsechansky, 2008, Data Mining and Knowledge Discovery.

Geostatistical Learning: Challenges and Opportunities

Bianca Zadrozny, Maciel Zortea, J'ulio Hoffimann, 2021, Frontiers in Applied Mathematics and Statistics.

A modular framework for extreme weather generation pdf

Bianca Zadrozny, Daniel Civitarese, Eduardo Rodrigues, 2021, ArXiv.

Probabilistic knowledge-based characterization of conceptual geological models

Bianca Zadrozny, Sandro Rama Fiorini, Júlio Hoffimann, 2021, Applied Computing and Geosciences.

A lazy feature selection method for multi-label classification

Bianca Zadrozny, Luiz Henrique de Campos Merschmann, Alexandre Plastino, 2021, Intell. Data Anal..

Addressing Deep Learning Model Uncertainty in Long-Range Climate Forecasting with Late Fusion pdf

Bianca Zadrozny, Tanveer Syeda-Mahmood, Etienne E. Vos, 2021, ArXiv.

Controlling Weather Field Synthesis Using Variational Autoencoders pdf

Bianca Zadrozny, Dario Augusto Borges Oliveira, Jorge Guevara Diaz, 2021, IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium.

Decadal Forecasts with ResDMD: a Residual DMD Neural Network pdf

Bianca Zadrozny, Eduardo Rodrigues, Campbell Watson, 2021, ArXiv.

A comparative study of stochastic and deep generative models for multisite precipitation synthesis pdf

Bianca Zadrozny, Campbell D. Watson, Jorge Guevara Diaz, 2021, ArXiv.

Extreme Precipitation Seasonal Forecast Using a Transformer Neural Network pdf

Bianca Zadrozny, Daniela Szwarcman, Campbell Watson, 2021, ArXiv.

Feature selection for class probability estimation

Bianca Zadrozny, Gyozo Gidofalvi, .