Bianca Zadrozny

69 papers A* 18A 2B 2C 2Journal 33Unranked 10

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	TerraTorch: The Geospatial Foundation Models Toolkit. CoRR Carlos Gomes, Benedikt Blumenstiel, João Lucas de Sousa Almeida, Pedro Henrique de Oliveira, Paolo Fraccaro, Francesc Marti Escofet, Daniela Szwarcman, Naomi Simumba, Romeo Kienzler, Bianca Zadrozny
2024	J	`jnl`	Prithvi-EO-2.0: A Versatile Multi-Temporal Foundation Model for Earth Observation Applications. CoRR Daniela Szwarcman, Sujit Roy, Paolo Fraccaro, Þorsteinn Elí Gíslason, Benedikt Blumenstiel, Rinki Ghosal, Pedro Henrique de Oliveira, João Lucas de Sousa Almeida, Rocco Sedona, Yanghui Kang, Srija Chakraborty, Sizhe Wang, Ankur Kumar, Myscon Truong, Denys Godwin, Hyunho Lee, Chia-Yu Hsu, Ata Akbari Asanjan, Besart Mujeci, Trevor Keenan, Paulo Arévalo, Wenwen Li, Hamed Alemohammad, Pontus Olofsson, Christopher Hain, Robert Kennedy, Bianca Zadrozny, Gabriele Cavallaro, Campbell D. Watson, Manil Maskey, Rahul Ramachandran, Juan Bernabé-Moreno
2023	J	`jnl`	Foundation Models for Generalist Geospatial Artificial Intelligence. CoRR Johannes Jakubik, Sujit Roy, C. E. Phillips, Paolo Fraccaro, Denys Godwin, Bianca Zadrozny, Daniela Szwarcman, Carlos Gomes, Gabby Nyirjesy, Blair Edwards, Daiki Kimura, Naomi Simumba, Linsong Chu, S. Karthik Mukkavilli, Devyani Lambhate, Kamal Das, Ranjini Bangalore, Dário A. B. Oliveira, Michal Muszynski, Kumar Ankur, Muthukumaran Ramasubramanian, Iksha Gurung, Sam Khallaghi, Hanxi Li, Michael Cecil, Maryam Ahmadi, Fatemeh Kordi, Hamed Alemohammad, Manil Maskey, Raghu K. Ganti, Kommy Weldemariam, Rahul Ramachandran
2022	C	`conf`	Controlling Weather Field Synthesis Using Variational Autoencoders. IGARSS Dário A. B. Oliveira, Jorge Guevara Diaz, Bianca Zadrozny, Campbell D. Watson, Xiao Xiang Zhu
2022	J	`jnl`	Wildfire risk forecast: An optimizable fire danger index. CoRR Eduardo Rodrigues, Bianca Zadrozny, Campbell D. Watson
2021	J	`jnl`	A comparative study of stochastic and deep generative models for multisite precipitation synthesis. CoRR Jorge Guevara Diaz, Dario Borges, Campbell D. Watson, Bianca Zadrozny
2021	J	`jnl`	A lazy feature selection method for multi-label classification. Intell. Data Anal. Rafael B. Pereira, Alexandre Plastino, Bianca Zadrozny, Luiz H. C. Merschmann
2021	J	`jnl`	A modular framework for extreme weather generation. CoRR Bianca Zadrozny, Campbell D. Watson, Daniela Szwarcman, Daniel Civitarese, Dário A. B. Oliveira, Eduardo Rodrigues, Jorge Guevara Diaz
2021	J	`jnl`	Addressing Deep Learning Model Uncertainty in Long-Range Climate Forecasting with Late Fusion. CoRR Ken C. L. Wong, Hongzhi Wang, Etienne Eben Vos, Bianca Zadrozny, Campbell D. Watson, Tanveer F. Syeda-Mahmood
2021	J	`jnl`	Controlling Weather Field Synthesis Using Variational Autoencoders. CoRR Dário Augusto Borges Oliveira, Jorge Guevara Diaz, Bianca Zadrozny, Campbell D. Watson
2021	J	`jnl`	Decadal Forecasts with ResDMD: a Residual DMD Neural Network. CoRR Eduardo Rodrigues, Bianca Zadrozny, Campbell D. Watson, David Gold
2021	J	`jnl`	Extreme Precipitation Seasonal Forecast Using a Transformer Neural Network. CoRR Daniel Salles Civitarese, Daniela Szwarcman, Bianca Zadrozny, Campbell D. Watson
2021	J	`jnl`	Geostatistical Learning: Challenges and Opportunities. CoRR Júlio Hoffimann, Maciel Zortea, Breno de Carvalho, Bianca Zadrozny
2021	J	`jnl`	Geostatistical Learning: Challenges and Opportunities. Frontiers Appl. Math. Stat. Júlio Hoffimann, Maciel Zortea, Breno de Carvalho, Bianca Zadrozny
2019	J	`jnl`	Efficient variography with partition variograms. Comput. Geosci. Júlio Hoffimann, Bianca Zadrozny
2019	J	`jnl`	Learning Multi-Party Turn-Taking Models from Dialogue Logs. CoRR Maíra Gatti de Bayser, Paulo Rodrigo Cavalin, Claudio S. Pinhanez, Bianca Zadrozny
2019	J	`jnl`	Semantic Segmentation of Seismic Images. CoRR Daniel Civitarese, Daniela Szwarcman, Emilio Vital Brazil, Bianca Zadrozny
2018	J	`jnl`	Categorizing feature selection methods for multi-label classification. Artif. Intell. Rev. Rafael B. Pereira, Alexandre Plastino, Bianca Zadrozny, Luiz H. C. Merschmann
2018	J	`jnl`	Correlation analysis of performance measures for multi-label classification. Inf. Process. Manag. Rafael B. Pereira, Alexandre Plastino, Bianca Zadrozny, Luiz H. C. Merschmann
2018	B	`conf`	Efficient Classification of Seismic Textures. IJCNN Daniel Salles Chevitarese, Daniela Szwarcman, Emilio Vital Brazil, Bianca Zadrozny
2017	J	`jnl`	A data-driven workflow for predicting horizontal well production using vertical well logs. CoRR Jorge Guevara Diaz, Matthias Kormaksson, Bianca Zadrozny, Ligang Lu, John Tolle, Tyler Croft, Mingqi Wu, Jan Limbeck, Detlef Hohl
2016	J	`jnl`	A Fast and Effective Strategy for Feature Selection in High-dimensional Datasets. J. Inf. Data Manag. Mariana Tasca, Alexandre Plastino, Celso C. Ribeiro, Bianca Zadrozny
2016	J	`jnl`	Pooling Hybrid Representations for Web Structured Data Annotation. CoRR Luciano Barbosa, Breno W. Carvalho, Bianca Zadrozny
2015	B	`conf`	Detecting Semantically Equivalent Questions in Online User Forums. CoNLL Dasha Bogdanova, Cícero Nogueira dos Santos, Luciano Barbosa, Bianca Zadrozny
2015	J	`jnl`	Information Gain Feature Selection for Multi-Label Classification. J. Inf. Data Manag. Rafael B. Pereira, Alexandre Plastino, Bianca Zadrozny, Luiz H. C. Merschmann
2015	—	`conf`	Learning Hybrid Representations to Retrieve Semantically Equivalent Questions. ACL (2) Cícero Nogueira dos Santos, Luciano Barbosa, Dasha Bogdanova, Bianca Zadrozny
2015	—	`ed.`	Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2015, Porto, Portugal, September 7-11, 2015, Proceedings, Part III ECML/PKDD (3) Albert Bifet, Michael May, Bianca Zadrozny, Ricard Gavaldà, Dino Pedreschi, Francesco Bonchi, Jaime S. Cardoso, Myra Spiliopoulou
2015	—	`conf`	USapiens: A System for Urban Trajectory Data Analytics. MDM (1) Marcos R. Vieira, Luciano Barbosa, Matthias Kormaksson, Bianca Zadrozny
2014	J	`jnl`	A Bayesian network decision model for supporting the diagnosis of dementia, Alzheimer's disease and mild cognitive impairment. Comput. Biol. Medicine Flávio Luiz Seixas, Bianca Zadrozny, Jerson Laks, Aura Conci, Débora Christina Muchaluat-Saade
2014	A*	`conf`	Bus Travel Time Predictions Using Additive Models. ICDM Matthias Kormaksson, Luciano Barbosa, Marcos R. Vieira, Bianca Zadrozny
2014	J	`jnl`	Bus Travel Time Predictions Using Additive Models. CoRR Matthias Kormaksson, Luciano Barbosa, Marcos R. Vieira, Bianca Zadrozny
2014	A*	`conf`	Learning Character-level Representations for Part-of-Speech Tagging. ICML Cícero Nogueira dos Santos, Bianca Zadrozny
2014	—	`conf`	Relevance Measures for Multivalued Attributes in Multiclass Datasets. IBERAMIA Mariana Tasca, Bianca Zadrozny, Alexandre Plastino
2014	—	`conf`	Training State-of-the-Art Portuguese POS Taggers without Handcrafted Features. PROPOR Cícero Nogueira dos Santos, Bianca Zadrozny
2014	—	`conf`	Vistradas: Visual Analytics for Urban Trajectory Data. GeoInfo Luciano Barbosa, Matthias Kormaksson, Marcos R. Vieira, Rafael Lage Tavares, Bianca Zadrozny
2013	J	`jnl`	A Relevance Measure for Multivalued Attributes. J. Inf. Data Manag. Mariana Tasca, Bianca Zadrozny, Alexandre Plastino
2013	—	`conf`	Undersampling Strategy Based on Clustering to Improve the Performance of Splice Site Classification in Human Genes. DEXA Workshops Claudia Galarda Varassin, Alexandre Plastino, Helena Cristina da Gama Leitão, Bianca Zadrozny
2012	J	`jnl`	Predicting Conditional Quantiles via Reduction to Classification. CoRR John Langford, Roberto Oliveira, Bianca Zadrozny
2011	J	`jnl`	Improving Lazy Attribute Selection. J. Inf. Data Manag. Rafael B. Pereira, Alexandre Plastino, Bianca Zadrozny, Luiz Henrique de Campos Merschmann, Alex Alves Freitas
2011	J	`jnl`	Lazy attribute selection: Choosing attributes at classification time. Intell. Data Anal. Rafael B. Pereira, Alexandre Plastino, Bianca Zadrozny, Luiz Henrique de Campos Merschmann, Alex Alves Freitas
2011	J	`jnl`	Sensor data analysis for equipment monitoring. Knowl. Inf. Syst. Ana Cristina Bicharra Garcia, Cristiana Bentes, Rafael Heitor C. de Melo, Bianca Zadrozny, Thadeu J. P. Penna
2010	—	`conf`	A Method for Generating Emergent Behaviors Using Machine Learning to Strategy Games. SBGames Alex Fernandes da V. Machado, Esteban Clua, Bianca Zadrozny
2009	—	`conf`	Exploiting contexts to deal with uncertainty in classification. KDD Workshop on Knowledge Discovery from Uncertain Data Bianca Zadrozny, Gisele L. Pappa, Wagner Meira Jr., Marcos André Gonçalves, Leonardo Rocha, Thiago Salles
2009	—	`ch.`	Modeling Quantiles. Encyclopedia of Data Warehousing and Mining Claudia Perlich, Saharon Rosset, Bianca Zadrozny
2009	A*	`conf`	Tutorial summary: Reductions in machine learning. ICML Alina Beygelzimer, John Langford, Bianca Zadrozny
2008	J	`jnl`	Guest editorial: special issue on utility-based data mining. Data Min. Knowl. Discov. Gary M. Weiss, Bianca Zadrozny, Maytal Saar-Tsechansky
2007	A*	`conf`	High-quantile modeling for customer wallet estimation and other applications. KDD Claudia Perlich, Saharon Rosset, Richard D. Lawrence, Bianca Zadrozny
2007	J	`jnl`	Ranking-based evaluation of regression models. Knowl. Inf. Syst. Saharon Rosset, Claudia Perlich, Bianca Zadrozny
2006	A*	`conf`	Outlier detection by active learning. KDD Naoki Abe, Bianca Zadrozny, John Langford
2006	A	`conf`	Predicting Conditional Quantiles via Reduction to Classification. UAI John Langford, Roberto Oliveira, Bianca Zadrozny
2006	J	`jnl`	UBDM 2006: Utility-Based Data Mining 2006 workshop report. SIGKDD Explor. Bianca Zadrozny, Gary M. Weiss, Maytal Saar-Tsechansky
2006	C	`conf`	Using secure coprocessors for privacy preserving collaborative data mining and analysis. DaMoN Bishwaranjan Bhattacharjee, Naoki Abe, Kenneth A. Goldman, Bianca Zadrozny, Vamsavardhana R. Chillakuru, Marysabel del Carpio, Chidanand Apté
2005	A*	`conf`	An Improved Categorization of Classifier's Sensitivity on Sample Selection Bias. ICDM Wei Fan, Ian Davidson, Bianca Zadrozny, Philip S. Yu
2005	—	`conf`	Business Performance Management System for CRM and Sales Execution. DEXA Workshops Markus Ettl, Bianca Zadrozny, Pawan Chowdhary, Naoki Abe
2005	A*	`conf`	Error limiting reductions between classification tasks. ICML Alina Beygelzimer, Varsha Dani, Thomas P. Hayes, John Langford, Bianca Zadrozny
2005	A	`conf`	Estimating Class Membership Probabilities using Classifier Learners. AISTATS John Langford, Bianca Zadrozny
2005	A*	`conf`	Ranking-Based Evaluation of Regression Models. ICDM Saharon Rosset, Claudia Perlich, Bianca Zadrozny
2005	A*	`conf`	Relating reinforcement learning performance to classification performance. ICML John Langford, Bianca Zadrozny
2005	J	`jnl`	Report on UBDM-05: Workshop on Utility-Based Data Mining. SIGKDD Explor. Gary M. Weiss, Maytal Saar-Tsechansky, Bianca Zadrozny
2005	A*	`conf`	Weighted One-Against-All. AAAI Alina Beygelzimer, John Langford, Bianca Zadrozny
2004	A*	`conf`	An iterative method for multi-class cost-sensitive learning. KDD Naoki Abe, Bianca Zadrozny, John Langford
2004	A*	`conf`	Learning and evaluating classifiers under sample selection bias. ICML Bianca Zadrozny
2003	A*	`conf`	Cost-Sensitive Learning by Cost-Proportionate Example Weighting. ICDM Bianca Zadrozny, John Langford, Naoki Abe
2002	A*	`conf`	Empirical Comparison of Various Reinforcement Learning Strategies for Sequential Targeted Marketing. ICDM Naoki Abe, Edwin P. D. Pednault, Haixun Wang, Bianca Zadrozny, Wei Fan, Chidanand Apté
2002	A*	`conf`	Sequential cost-sensitive decision making with reinforcement learning. KDD Edwin P. D. Pednault, Naoki Abe, Bianca Zadrozny
2002	A*	`conf`	Transforming classifier scores into accurate multiclass probability estimates. KDD Bianca Zadrozny, Charles Elkan
2001	A*	`conf`	Learning and making decisions when costs and probabilities are both unknown. KDD Bianca Zadrozny, Charles Elkan
2001	A*	`conf`	Obtaining calibrated probability estimates from decision trees and naive Bayesian classifiers. ICML Bianca Zadrozny, Charles Elkan
2001	—	`conf`	Reducing multiclass to binary by coupling probability estimates. NIPS Bianca Zadrozny