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ORCIDCecilia Sönströd
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2020 – today
- 2024
[j3]Helena Löfström
, Tuwe Löfström, Ulf Johansson, Cecilia Sönströd:
Calibrated explanations: With uncertainty information and counterfactuals. Expert Syst. Appl. 246: 123154 (2024)- 2023
- [c24]Ulf Johansson, Cecilia Sönströd, Tuwe Löfström, Henrik Boström:
Confidence Classifiers with Guaranteed Accuracy or Precision. COPA 2023: 513-533 - [c23]Ulf Johansson, Tuwe Löfström, Cecilia Sönströd, Helena Löfström:
Conformal Prediction for Accuracy Guarantees in Classification with Reject Option. MDAI 2023: 133-145 - [i3]Helena Löfström, Tuwe Löfström, Ulf Johansson, Cecilia Sönströd:
Calibrated Explanations: with Uncertainty Information and Counterfactuals. CoRR abs/2305.02305 (2023) - [i2]Ulf Johansson, Tuwe Löfström, Cecilia Sönströd:
Well-Calibrated Probabilistic Predictive Maintenance using Venn-Abers. CoRR abs/2306.06642 (2023) - [i1]Tuwe Löfström, Helena Löfström, Ulf Johansson, Cecilia Sönströd:
Calibrated Explanations for Regression. CoRR abs/2308.16245 (2023) - 2022
- [j2]Ulf Johansson, Cecilia Sönströd, Tuwe Löfström, Henrik Boström:
Rule extraction with guarantees from regression models. Pattern Recognit. 126: 108554 (2022)
2010 – 2019
- 2019
- [c22]Ulf Johansson, Tuwe Löfström, Henrik Boström, Cecilia Sönströd:
Interpretable and specialized conformal predictors. COPA 2019: 3-22 - [c21]Ulf Johansson, Cecilia Sönströd, Tuwe Löfström, Henrik Boström:
Customized Interpretable Conformal Regressors. DSAA 2019: 221-230 - 2015
- [c20]Ulf Johansson, Cecilia Sönströd, Henrik Linusson:
Efficient conformal regressors using bagged neural nets. IJCNN 2015: 1-8 - [c19]Ulf Johansson, Ernst Ahlberg, Henrik Boström, Lars Carlsson, Henrik Linusson, Cecilia Sönströd:
Handling Small Calibration Sets in Mondrian Inductive Conformal Regressors. SLDS 2015: 271-280 - 2014
- [c18]Ulf Johansson, Cecilia Sönströd, Henrik Linusson, Henrik Boström:
Regression trees for streaming data with local performance guarantees. IEEE BigData 2014: 461-470 - [c17]Ulf Johansson, Cecilia Sönströd, Rikard König:
Accurate and interpretable regression trees using oracle coaching. CIDM 2014: 194-201 - 2012
- [j1]Ulf Johansson, Cecilia Sönströd, Tuve Löfström, Henrik Boström:
Obtaining accurate and comprehensible classifiers using oracle coaching. Intell. Data Anal. 16(2): 247-263 (2012) - 2011
- [c16]Cecilia Sönströd, Ulf Johansson, Rikard König:
Evolving accurate and comprehensible classification rules. IEEE Congress on Evolutionary Computation 2011: 1436-1443 - [c15]Ulf Johansson, Cecilia Sönströd, Tuve Löfström:
One tree to explain them all. IEEE Congress on Evolutionary Computation 2011: 1444-1451 - [c14]Ulf Johansson, Tuve Löfström, Cecilia Sönströd:
Locally induced predictive models. SMC 2011: 1735-1740 - 2010
- [c13]Ulf Johansson, Cecilia Sönströd, Tuve Löfström:
Oracle Coached Decision Trees and Lists. IDA 2010: 67-78 - [c12]Cecilia Sönströd, Ulf Johansson, Henrik Boström, Ulf Norinder:
Pin-pointing concept descriptions. SMC 2010: 2956-2963
2000 – 2009
- 2009
- [c11]Ulf Johansson, Cecilia Sönströd, Tuve Löfström, Rikard König:
Using genetic programming to obtain implicit diversity. IEEE Congress on Evolutionary Computation 2009: 2454-2459 - [c10]Ulf Johansson, Cecilia Sönströd:
Fish or Shark - Data Mining Online Poker. DMIN 2009: 97-103 - [c9]Cecilia Sönströd, Ulf Johansson, Tuve Löfström:
Evaluating Algorithms for Concept Description. DMIN 2009: 354-360 - [p1]Ulf Johansson, Rikard König, Tuve Löfström, Cecilia Sönströd, Lars Niklasson:
Post-processing Evolved Decision Trees. Foundations of Computational Intelligence (4) 2009: 149-164 - 2008
- [c8]Cecilia Sönströd, Ulf Johansson, Rikard König, Lars Niklasson:
Genetic Decision Lists for Concept Description. DMIN 2008: 450-456 - [c7]Cecilia Sönströd, Ulf Johansson, Ulf Norinder, Henrik Boström:
Comprehensible Models for Predicting Molecular Interaction with Heart-Regulating Genes. ICMLA 2008: 559-564 - [c6]Ulf Johansson, Cecilia Sönströd, Tuve Löfström, Henrik Boström:
Chipper - A Novel Algorithm for Concept Description. SCAI 2008: 133-140 - 2007
- [c5]Cecilia Sönströd, Ulf Johansson, Rikard König:
Towards a Unified View on Concept Description. DMIN 2007: 59-65 - [c4]Cecilia Sönströd, Ulf Johansson:
Concept Description - A Fresh Look. IJCNN 2007: 2415-2420 - 2006
- [c3]Ulf Johansson, Tuve Löfström, Rikard König, Cecilia Sönströd, Lars Niklasson:
Rule Extraction from Opaque Models-- A Slightly Different Perspective. ICMLA 2006: 22-27 - [c2]Ulf Johansson, Cecilia Sönströd, Lars Niklasson:
Explaining Winning Poker--A Data Mining Approach. ICMLA 2006: 129-134 - 2004
- [c1]Ulf Johansson, Cecilia Sönströd, Lars Niklasson:
Why rule extraction matters. IASTED Conf. on Software Engineering and Applications 2004: 47-52
Coauthor Index
aka: Tuwe Löfström
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