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1

Efficient variography with partition variograms

Hoffimann, Júlio, Zadrozny, Bianca

Journal:

Computers & Geosciences

Year:

2019

Language:

english

File:

PDF, 2.65 MB

english, 2019

2

[ACM Press the eighth ACM SIGKDD international conference - Edmonton, Alberta, Canada (2002.07.23-2002.07.26)] Proceedings of the eighth ACM SIGKDD international conference on Knowledge discovery and data mining - KDD '02 - Transforming classifier scores into accurate multiclass probability estimates

Zadrozny, Bianca, Elkan, Charles

Year:

2002

Language:

english

File:

PDF, 674 KB

english, 2002

3

[Society of Petroleum Engineers SPE Digital Energy Conference and Exhibition - The Woodlands, Texas, USA (2015-03-03)] SPE Digital Energy Conference and Exhibition - A Data Driven Method For Sweet Spot Identification In Shale Plays Using Well Log Data

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

Language:

english

File:

PDF, 1.48 MB

english

4

[ACM Press Twenty-first international conference - Banff, Alberta, Canada (2004.07.04-2004.07.08)] Twenty-first international conference on Machine learning - ICML '04 - Learning and evaluating classifiers under sample selection bias

Zadrozny, Bianca

Year:

2004

Language:

english

File:

PDF, 238 KB

english, 2004

5

[ACM Press the eighth ACM SIGKDD international conference - Edmonton, Alberta, Canada (2002.07.23-2002.07.26)] Proceedings of the eighth ACM SIGKDD international conference on Knowledge discovery and data mining - KDD '02 - Sequential cost-sensitive decision making with reinforcement learning

Pednault, Edwin, Abe, Naoki, Zadrozny, Bianca

Year:

2002

Language:

english

File:

PDF, 1.01 MB

english, 2002

6

[IEEE 2014 IEEE International Conference on Data Mining (ICDM) - Shenzhen, China (2014.12.14-2014.12.17)] 2014 IEEE International Conference on Data Mining - Bus Travel Time Predictions Using Additive Models

Kormaksson, Matthias, Barbosa, Luciano, Vieira, Marcos R., Zadrozny, Bianca

Year:

2014

Language:

english

File:

PDF, 611 KB

english, 2014

7

Ranking-based evaluation of regression models

Saharon Rosset, Claudia Perlich, Bianca Zadrozny

Journal:

Knowledge and Information Systems

Year:

2007

Language:

english

File:

PDF, 605 KB

english, 2007

8

Sensor data analysis for equipment monitoring

Ana Cristina B. Garcia, Cristiana Bentes, Rafael Heitor C. de Melo, Bianca Zadrozny, Thadeu J. P. Penna

Journal:

Knowledge and Information Systems

Year:

2011

Language:

english

File:

PDF, 1.51 MB

english, 2011

9

Guest editorial: special issue on utility-based data mining

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

Journal:

Data Mining and Knowledge Discovery

Year:

2008

Language:

english

File:

PDF, 108 KB

english, 2008

10

[IEEE 2010 Brazilian Symposium on Games and Digital Entertainment (SBGAMES) - Florianpolis, Santa Catarina, TBD, Brazil (2010.11.8-2010.11.10)] 2010 Brazilian Symposium on Games and Digital Entertainment - A Method for Generating Emergent Behaviors Using Machine Learning to Strategy Games

Machado, Alex F. V., Clua, Esteban W., Zadrozny, Bianca

Year:

2010

Language:

english

File:

PDF, 789 KB

english, 2010

11

[ACM Press the seventh ACM SIGKDD international conference - San Francisco, California (2001.08.26-2001.08.29)] Proceedings of the seventh ACM SIGKDD international conference on Knowledge discovery and data mining - KDD '01 - Learning and making decisions when costs and probabilities are both unknown

Zadrozny, Bianca, Elkan, Charles

Year:

2001

Language:

english

File:

PDF, 899 KB

english, 2001

12

[ACM Press the 12th ACM SIGKDD international conference - Philadelphia, PA, USA (2006.08.20-2006.08.23)] Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining - KDD '06 - Outlier detection by sampling with accuracy guarantees

Abe, Naoki, Zadrozny, Bianca, Langford, John

Year:

2006

Language:

english

File:

PDF, 552 KB

english, 2006

13

[ACM Press the 1st ACM SIGKDD Workshop - Paris, France (2009.06.28-2009.06.28)] Proceedings of the 1st ACM SIGKDD Workshop on Knowledge Discovery from Uncertain Data - U '09 - Exploiting contexts to deal with uncertainty in classification

Zadrozny, Bianca, Pappa, Gisele L., Meira, Wagner, Gonçalves, Marcos André, Rocha, Leonardo, Salles, Thiago

Year:

2009

Language:

english

File:

PDF, 293 KB

english, 2009

14

[IEEE 2013 24th International Workshop on Database and Expert Systems Applications (DEXA) - Los Alamitos, CA, USA (2013.08.26-2013.08.30)] 2013 24th International Workshop on Database and Expert Systems Applications - Undersampling Strategy Based on Clustering to Improve the Performance of Splice Site Classification in Human Genes

Varassin, Claudia Galarda, Plastino, Alexandre, Leitao, Helena C. da Gama, Zadrozny, Bianca

Year:

2013

Language:

english

File:

PDF, 253 KB

english, 2013

15

[ACM Press the 22nd international conference - Bonn, Germany (2005.08.07-2005.08.11)] Proceedings of the 22nd international conference on Machine learning - ICML '05 - Error limiting reductions between classification tasks

Beygelzimer, Alina, Dani, Varsha, Hayes, Tom, Langford, John, Zadrozny, Bianca

Year:

2005

File:

PDF, 871 KB

2005

16

[ACM Press the 2004 ACM SIGKDD international conference - Seattle, WA, USA (2004.08.22-2004.08.25)] Proceedings of the 2004 ACM SIGKDD international conference on Knowledge discovery and data mining - KDD '04 - An iterative method for multi-class cost-sensitive learning

Abe, Naoki, Zadrozny, Bianca, Langford, John

Year:

2004

Language:

english

File:

PDF, 196 KB

english, 2004

17

[ACM Press the 1st international workshop - Chicago, Illinois (2005.08.21-2005.08.21)] Proceedings of the 1st international workshop on Utility-based data mining - UBDM '05 - One-Benefit learning

Zadrozny, Bianca

Year:

2005

Language:

english

File:

PDF, 128 KB

english, 2005

18

[ACM Press the 2nd international workshop - Chicago, Illinois (2006.06.25-2006.06.25)] Proceedings of the 2nd international workshop on Data management on new hardware - DaMoN '06 - Using secure coprocessors for privacy preserving collaborative data mining and analysis

Bhattacharjee, Bishwaranjan, Abe, Naoki, Goldman, Kenneth, Zadrozny, Bianca, Chillakuru, Vamsavardhana R., del Carpio, Marysabel, Apte, Chid

Year:

2006

Language:

english

File:

PDF, 243 KB

english, 2006

19

[ACM Press the 13th ACM SIGKDD international conference - San Jose, California, USA (2007.08.12-2007.08.15)] Proceedings of the 13th ACM SIGKDD international conference on Knowledge discovery and data mining - KDD '07 - High-quantile modeling for customer wallet estimation and other applications

Perlich, Claudia, Rosset, Saharon, Lawrence, Richard D., Zadrozny, Bianca

Year:

2007

Language:

english

File:

PDF, 976 KB

english, 2007

20

[Lecture Notes in Computer Science] Machine Learning and Knowledge Discovery in Databases Volume 9286 || UrbanHubble: Location Prediction and Geo-Social Analytics in LBSN

Bifet, Albert, May, Michael, Zadrozny, Bianca, Gavalda, Ricard, Pedreschi, Dino, Bonchi, Francesco, Cardoso, Jaime, Spiliopoulou, Myra

Year:

2015

Language:

english

File:

PDF, 2.00 MB

english, 2015

21

[Lecture Notes in Computer Science] Machine Learning and Knowledge Discovery in Databases Volume 9286 || Safe Exploration for Active Learning with Gaussian Processes

Bifet, Albert, May, Michael, Zadrozny, Bianca, Gavalda, Ricard, Pedreschi, Dino, Bonchi, Francesco, Cardoso, Jaime, Spiliopoulou, Myra

Year:

2015

Language:

english

File:

PDF, 575 KB

english, 2015

22

[Lecture Notes in Computer Science] Machine Learning and Knowledge Discovery in Databases Volume 9286 || Early Detection of Fraud Storms in the Cloud

Bifet, Albert, May, Michael, Zadrozny, Bianca, Gavalda, Ricard, Pedreschi, Dino, Bonchi, Francesco, Cardoso, Jaime, Spiliopoulou, Myra

Year:

2015

Language:

english

File:

PDF, 658 KB

english, 2015

23

[Lecture Notes in Computer Science] Machine Learning and Knowledge Discovery in Databases Volume 9286 || Star Classification Under Data Variability: An Emerging Challenge in Astroinformatics

Bifet, Albert, May, Michael, Zadrozny, Bianca, Gavalda, Ricard, Pedreschi, Dino, Bonchi, Francesco, Cardoso, Jaime, Spiliopoulou, Myra

Year:

2015

Language:

english

File:

PDF, 249 KB

english, 2015

24

[IEEE 2015 16th IEEE International Conference on Mobile Data Management (MDM) - Pittsburgh, PA, USA (2015.6.15-2015.6.18)] 2015 16th IEEE International Conference on Mobile Data Management - USapiens: A System for Urban Trajectory Data Analytics

Vieira, Marcos R., Barbosa, Luciano, Kormaksson, Matthias, Zadrozny, Bianca

Year:

2015

Language:

english

File:

PDF, 1.15 MB

english, 2015

25

Report on UBDM-05

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

Journal:

ACM SIGKDD Explorations Newsletter

Year:

2005

Language:

english

File:

PDF, 52 KB

english, 2005

26

UBDM 2006

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

Journal:

ACM SIGKDD Explorations Newsletter

Year:

2006

Language:

english

File:

PDF, 109 KB

english, 2006

27

Categorizing feature selection methods for multi-label classification

Pereira, Rafael B., Plastino, Alexandre, Zadrozny, Bianca, Merschmann, Luiz H. C.

Journal:

Artificial Intelligence Review

Year:

2016

Language:

english

File:

PDF, 857 KB

english, 2016

28

Correlation analysis of performance measures for multi-label classification

Pereira, Rafael B., Plastino, Alexandre, Zadrozny, Bianca, Merschmann, Luiz H.C.

Journal:

Information Processing & Management

Year:

2018

Language:

english

File:

PDF, 750 KB

english, 2018

29

[IEEE 2018 International Joint Conference on Neural Networks (IJCNN) - Rio de Janeiro, Brazil (2018.7.8-2018.7.13)] 2018 International Joint Conference on Neural Networks (IJCNN) - Efficient Classification of Seismic Textures

Chevitarese, Daniel Salles, Szwarcman, Daniela, Brazil, Emilio Vital, Zadrozny, Bianca

Year:

2018

Language:

english

File:

PDF, 3.93 MB

english, 2018