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Sönströd, Cecilia
34  Ergebnisse:
Personensuche X
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1

Calibrated explanations: With uncertainty information and c..:

Löfström, Helena ; Löfström, Tuwe ; Johansson, Ulf.
Expert Systems with Applications.  246 (2024)  - p. 123154 , 2024
Link: https://doi.org/10.1016/..
 
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2

Conformal Prediction for Accuracy Guarantees in Classificat..:

, In: Modeling Decisions for Artificial Intelligence; Lecture Notes in Computer Science,
Johansson, Ulf ; Löfström, Tuwe ; Sönströd, Cecilia. - p. 133-145 , 2023
Link: https://doi.org/10.1007/..
 
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3

Investigating the impact of calibration on the quality of e..:

Löfström, Helena ; Löfström, Tuwe ; Johansson, Ulf.
Annals of Mathematics and Artificial Intelligence.  , 2023
Link: https://doi.org/10.1007/..
 
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4

Rule extraction with guarantees from regression models:

Johansson, Ulf ; Sönströd, Cecilia ; Löfström, Tuwe.
Pattern Recognition.  126 (2022)  - p. 108554 , 2022
Link: https://doi.org/10.1016/..
 
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5

Customized Interpretable Conformal Regressors:

, In: 2019 IEEE International Conference on Data Science and Advanced Analytics (DSAA),
Johansson, Ulf ; Sonstrod, Cecilia ; Lofstrom, Tuwe. - p. 221-230 , 2019
Link: https://doi.org/10.1109/..
 
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6

Calibrated Explanations for Regression:

Löfström, Tuwe ; Löfström, Helena ; Johansson, Ulf..
http://arxiv.org/abs/2308.16245.  , 2023
Link: http://arxiv.org/abs/230..
 
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7

Well-Calibrated Probabilistic Predictive Maintenance using ..:

Johansson, Ulf ; Löfström, Tuwe ; Sönströd, Cecilia
http://arxiv.org/abs/2306.06642.  , 2023
Link: http://arxiv.org/abs/230..
 
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8

Calibrated Explanations: with Uncertainty Information and C..:

Lofstrom, Helena ; Lofstrom, Tuwe ; Johansson, Ulf.
http://arxiv.org/abs/2305.02305.  , 2023
Link: http://arxiv.org/abs/230..
 
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9

Interpretable and Specialized Conformal Predictors:

Johansson, Ulf ; Löfström, Tuwe ; Boström, Henrik.
Proceedings of Machine Learning Research, 2640-3498.  , 2019
Link: http://urn.kb.se/resolve..
 
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10

Regression Trees for Streaming Data with Local Performance ..:

Johansson, Ulf ; Sönströd, Cecilia ; Linusson, Henrik.
orcid:0000-0001-8382-0300.  , 2014
Link: http://urn.kb.se/resolve..
 
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11

Regression Trees for Streaming Data with Local Performance ..:

Johansson, Ulf ; Sönströd, Cecilia ; Linusson, Henrik.
http://urn.kb.se/resolve?urn=urn:nbn:se:hb:diva-7324.  , 2014
Link: http://urn.kb.se/resolve..
 
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12

Accurate and Interpretable Regression Trees using Oracle Co..:

Johansson, Ulf ; Sönströd, Cecilia ; König, Rikard
http://urn.kb.se/resolve?urn=urn:nbn:se:hj:diva-38081.  , 2014
Link: http://urn.kb.se/resolve..
 
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13

Accurate and Interpretable Regression Trees using Oracle Co..:

Johansson, Ulf ; Sönströd, Cecilia ; König, Rikard
http://urn.kb.se/resolve?urn=urn:nbn:se:hb:diva-7319.  , 2014
Link: http://urn.kb.se/resolve..
 
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14

Regression Trees for Streaming Data with Local Performance ..:

Johansson, Ulf ; Sönströd, Cecilia ; Linusson, Henrik.
http://urn.kb.se/resolve?urn=urn:nbn:se:hj:diva-38085.  , 2014
Link: http://urn.kb.se/resolve..
 
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15

Locally Induced Predictive Models:

Johansson, Ulf ; Löfström, Tuve ; Sönströd, Cecilia
http://urn.kb.se/resolve?urn=urn:nbn:se:hb:diva-6767.  , 2011
Link: http://urn.kb.se/resolve..
 
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