Lofstrom, Tuve: search on Z-Library

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1

Regression conformal prediction with random forests

Ulf Johansson,Henrik Boström,Tuve Löfström,Henrik Linusson

Journal:

Machine Learning

Year:

2014

Language:

english

File:

PDF, 217 KB

english, 2014

2

Efficient Venn predictors using random forests

Johansson, Ulf, Löfström, Tuve, Linusson, Henrik, Boström, Henrik

Journal:

Machine Learning

Year:

2018

Language:

english

File:

PDF, 458 KB

english, 2018

3

[IEEE 2009 IEEE Symposium on Computational Intelligence and Data Mining (CIDM) - Nashville, TN, USA (2009.03.30-2009.04.2)] 2009 IEEE Symposium on Computational Intelligence and Data Mining - Ensemble member selection using multi-objective optimization

Lofstrom, Tuve, Johansson, Ulf, Bostrom, Henrik

Year:

2009

Language:

english

File:

PDF, 346 KB

english, 2009

4

[IEEE 2008 IEEE International Joint Conference on Neural Networks (IJCNN 2008 - Hong Kong) - Hong Kong, China (2008.06.1-2008.06.8)] 2008 IEEE International Joint Conference on Neural Networks (IEEE World Congress on Computational Intelligence) - The problem with ranking ensembles based on training or validation performance

Johansson, Ulf, Lofstrom, Tuve, Bostrom, Henrik

Year:

2008

Language:

english

File:

PDF, 126 KB

english, 2008

5

[IEEE 2011 IEEE Congress on Evolutionary Computation (CEC) - New Orleans, LA, USA (2011.06.5-2011.06.8)] 2011 IEEE Congress of Evolutionary Computation (CEC) - One tree to explain them all

Johansson, Ulf, Sonstrod, Cecilia, Lofstrom, Tuve

Year:

2011

Language:

english

File:

PDF, 174 KB

english, 2011

6

[IEEE 2007 10th International Conference on Information Fusion - Quebec City, QC, Canada (2007.07.9-2007.07.12)] 2007 10th International Conference on Information Fusion - Empirically investigating the importance of diversity

Lofstrom, Tuve, Johansson, Ulf, Niklasson, Lars

Year:

2007

Language:

english

File:

PDF, 264 KB

english, 2007

7

[IEEE 2013 International Joint Conference on Neural Networks (IJCNN 2013 - Dallas) - Dallas, TX, USA (2013.08.4-2013.08.9)] The 2013 International Joint Conference on Neural Networks (IJCNN) - Effective utilization of data in inductive conformal prediction using ensembles of neural networks

Lofstrom, Tuve, Johansson, Ulf, Bostrom, Henrik

Year:

2013

Language:

english

File:

PDF, 141 KB

english, 2013

8

[IEEE 2008 IEEE Congress on Evolutionary Computation (CEC) - Hong Kong, China (2008.06.1-2008.06.6)] 2008 IEEE Congress on Evolutionary Computation (IEEE World Congress on Computational Intelligence) - Increasing rule extraction accuracy by post-processing GP trees

Johansson, Ulf, Konig, Rikard, Lofstrom, Tuve, Niklasson, Lars

Year:

2008

Language:

english

File:

PDF, 158 KB

english, 2008

9

Obtaining accurate and comprehensible classifiers using oracle coaching

Johansson, Ulf, Sönströd, Cecilia, Löfström, Tuve, Boström, Henrik

Journal:

Intelligent Data Analysis

Year:

2012

Language:

english

File:

PDF, 194 KB

english, 2012

10

Interpretable Regression Trees using Conformal Prediction

Johansson, Ulf, Linusson, Henrik, Löfström, Tuve, Boström, Henrik

Journal:

Expert Systems with Applications

Year:

2017

Language:

english

File:

PDF, 7.30 MB

english, 2017

11

[IEEE 2012 International Joint Conference on Neural Networks (IJCNN 2012 - Brisbane) - Brisbane, Australia (2012.06.10-2012.06.15)] The 2012 International Joint Conference on Neural Networks (IJCNN) - Producing implicit diversity in ANN ensembles

Johansson, Ulf, Lofstrom, Tuve

Year:

2012

Language:

english

File:

PDF, 755 KB

english, 2012

12

[IEEE 2007 International Joint Conference on Neural Networks - Orlando, FL, USA (2007.08.12-2007.08.17)] 2007 International Joint Conference on Neural Networks - The Importance of Diversity in Neural Network Ensembles - An Empirical Investigation

Johansson, Ulf, Lofstrom, Tuve, Niklasson, Lars

Year:

2007

Language:

english

File:

PDF, 771 KB

english, 2007

13

Accelerating difficulty estimation for conformal regression forests

Boström, Henrik, Linusson, Henrik, Löfström, Tuve, Johansson, Ulf

Journal:

Annals of Mathematics and Artificial Intelligence

Year:

2017

Language:

english

File:

PDF, 306 KB

english, 2017

14

[IEEE 2013 IEEE International Conference on Data Mining (ICDM) - Dallas, TX, USA (2013.12.7-2013.12.10)] 2013 IEEE 13th International Conference on Data Mining - Conformal Prediction Using Decision Trees

Johansson, Ulf, Bostrom, Henrik, Lofstrom, Tuve

Year:

2013

Language:

english

File:

PDF, 217 KB

english, 2013

15

[IEEE 2013 IEEE Symposium on Computational Intelligence and Ensemble Learning (CIEL) - Singapore, Singapore (2013.04.16-2013.04.19)] 2013 IEEE Symposium on Computational Intelligence and Ensemble Learning (CIEL) - Overproduce-and-select: The grim reality

Johansson, Ulf, Lofstrom, Tuve, Bostrom, Henrik

Year:

2013

Language:

english

File:

PDF, 199 KB

english, 2013

16

[IEEE 2017 International Joint Conference on Neural Networks (IJCNN) - Anchorage, AK, USA (2017.5.14-2017.5.19)] 2017 International Joint Conference on Neural Networks (IJCNN) - Model-agnostic nonconformity functions for conformal classification

Johansson, Ulf, Linusson, Henrik, Lofstrom, Tuve, Bostrom, Henrik

Year:

2017

Language:

english

File:

PDF, 138 KB

english, 2017

17

[IEEE 2013 IEEE Congress on Evolutionary Computation (CEC) - Cancun, Mexico (2013.06.20-2013.06.23)] 2013 IEEE Congress on Evolutionary Computation - Evolved decision trees as conformal predictors

Johansson, Ulf, Konig, Rikard, Lofstrom, Tuve, Bostrom, Henrik

Year:

2013

Language:

english

File:

PDF, 1.10 MB

english, 2013

18

[IEEE 2006 5th International Conference on Machine Learning and Applications (ICMLA'06) - Orlando, FL, USA (2006.12.14-2006.12.14)] 2006 5th International Conference on Machine Learning and Applications (ICMLA'06) - Rule Extraction from Opaque Models-- A Slightly Different Perspective

Johansson, Ulf, Lofstrom, Tuve, Konig, Rikard, Sonstrod, Cecilia, Niklasson, Lars

Year:

2006

Language:

english

File:

PDF, 307 KB

english, 2006

19

[IEEE 2009 IEEE Congress on Evolutionary Computation (CEC) - Trondheim, Norway (2009.05.18-2009.05.21)] 2009 IEEE Congress on Evolutionary Computation - Using genetic programming to obtain implicit diversity

Johansson, Ulf, Sonstrod, Cecilia, Lofstrom, Tuve, Konig, Rikard

Year:

2009

Language:

english

File:

PDF, 159 KB

english, 2009

20

[IEEE 2008 Seventh International Conference on Machine Learning and Applications - San Diego, CA, USA (2008.12.11-2008.12.13)] 2008 Seventh International Conference on Machine Learning and Applications - On the Use of Accuracy and Diversity Measures for Evaluating and Selecting Ensembles of Classifiers

Löfström, Tuve, Johansson, Ulf, Boström, Henrik

Year:

2008

Language:

english

File:

PDF, 251 KB

english, 2008

21

[IEEE 2013 International Joint Conference on Neural Networks (IJCNN 2013 - Dallas) - Dallas, TX, USA (2013.08.4-2013.08.9)] The 2013 International Joint Conference on Neural Networks (IJCNN) - Random brains

Johansson, Ulf, Lofstrom, Tuve, Bostrom, Henrik

Year:

2013

Language:

english

File:

PDF, 106 KB

english, 2013

22

[IEEE 2006 9th International Conference on Information Fusion - Florence (2006.07.10-2006.07.13)] 2006 9th International Conference on Information Fusion - Benefits of relating the Retail Domain and Information Fusion

Lofstrom, Tuve, Konig, Rikard, Johansson, Ulf, Niklasson, Lars, Strand, Mattias, Ziemke, Tom

Year:

2006

Language:

english

File:

PDF, 229 KB

english, 2006

23

Bias reduction through conditional conformal prediction

Löfström, Tuve, Boström, Henrik, Linusson, Henrik, Johansson, Ulf

Journal:

Intelligent Data Analysis

Year:

2015

Language:

english

File:

PDF, 421 KB

english, 2015

24

[IEEE 2011 IEEE International Conference on Systems, Man and Cybernetics - SMC - Anchorage, AK, USA (2011.10.9-2011.10.12)] 2011 IEEE International Conference on Systems, Man, and Cybernetics - Locally induced predictive models

Johansson, Ulf, Lofstrom, Tuve, Sonstrod, Cecilia

Year:

2011

Language:

english

File:

PDF, 314 KB

english, 2011

25

[IEEE 2010 IEEE Congress on Evolutionary Computation (CEC) - Barcelona, Spain (2010.07.18-2010.07.23)] IEEE Congress on Evolutionary Computation - Improving GP classification performance by injection of decision trees

Konig, Rikard, Johansson, Ulf, Lofstrom, Tuve, Niklasson, Lars

Year:

2010

Language:

english

File:

PDF, 548 KB

english, 2010

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