Cecilia Sönströd

38 papers B 12C 4Journal 8Unranked 13

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Calibrated explanations for regression. Mach. Learn. Tuwe Löfström, Helena Löfström, Ulf Johansson, Cecilia Sönströd, Rudy Matela
2025	J	`jnl`	Classification with Reject Option: Distribution-free Error Guarantees via Conformal Prediction. CoRR Johan Hallberg Szabadváry, Tuwe Löfström, Ulf Johansson, Cecilia Sönströd, Ernst Ahlberg, Lars Carlsson
2025	—	`conf`	Counterfactual Explanations for Conformal Prediction Sets. COPA Aicha Maalej, Cecilia Sönströd, Ulf Johansson
2025	—	`conf`	Explaining Set-Valued Predictions: SHAP Analysis for Conformal Classification. COPA Ulf Johansson, Cecilia Sönströd, Aicha Maalej
2024	J	`jnl`	Calibrated explanations: With uncertainty information and counterfactuals. Expert Syst. Appl. Helena Löfström, Tuwe Löfström, Ulf Johansson, Cecilia Sönströd
2024	—	`conf`	Conformal Regression with Reject Option. COPA Ulf Johansson, Cecilia Sönströd, Henrik Boström
2023	J	`jnl`	Calibrated Explanations for Regression. CoRR Tuwe Löfström, Helena Löfström, Ulf Johansson, Cecilia Sönströd
2023	J	`jnl`	Calibrated Explanations: with Uncertainty Information and Counterfactuals. CoRR Helena Löfström, Tuwe Löfström, Ulf Johansson, Cecilia Sönströd
2023	—	`conf`	Confidence Classifiers with Guaranteed Accuracy or Precision. COPA Ulf Johansson, Cecilia Sönströd, Tuwe Löfström, Henrik Boström
2023	B	`conf`	Conformal Prediction for Accuracy Guarantees in Classification with Reject Option. MDAI Ulf Johansson, Tuwe Löfström, Cecilia Sönströd, Helena Löfström
2023	J	`jnl`	Well-Calibrated Probabilistic Predictive Maintenance using Venn-Abers. CoRR Ulf Johansson, Tuwe Löfström, Cecilia Sönströd
2022	J	`jnl`	Rule extraction with guarantees from regression models. Pattern Recognit. Ulf Johansson, Cecilia Sönströd, Tuwe Löfström, Henrik Boström
2019	B	`conf`	Customized Interpretable Conformal Regressors. DSAA Ulf Johansson, Cecilia Sönströd, Tuwe Löfström, Henrik Boström
2019	—	`conf`	Interpretable and specialized conformal predictors. COPA Ulf Johansson, Tuwe Löfström, Henrik Boström, Cecilia Sönströd
2015	B	`conf`	Efficient conformal regressors using bagged neural nets. IJCNN Ulf Johansson, Cecilia Sönströd, Henrik Linusson
2015	—	`conf`	Handling Small Calibration Sets in Mondrian Inductive Conformal Regressors. SLDS Ulf Johansson, Ernst Ahlberg, Henrik Boström, Lars Carlsson, Henrik Linusson, Cecilia Sönströd
2014	C	`conf`	Accurate and interpretable regression trees using oracle coaching. CIDM Ulf Johansson, Cecilia Sönströd, Rikard König
2014	—	`conf`	Regression trees for streaming data with local performance guarantees. IEEE BigData Ulf Johansson, Cecilia Sönströd, Henrik Linusson, Henrik Boström
2012	J	`jnl`	Obtaining accurate and comprehensible classifiers using oracle coaching. Intell. Data Anal. Ulf Johansson, Cecilia Sönströd, Tuve Löfström, Henrik Boström
2011	B	`conf`	Evolving accurate and comprehensible classification rules. IEEE Congress on Evolutionary Computation Cecilia Sönströd, Ulf Johansson, Rikard König
2011	B	`conf`	Locally induced predictive models. SMC Ulf Johansson, Tuve Löfström, Cecilia Sönströd
2011	B	`conf`	One tree to explain them all. IEEE Congress on Evolutionary Computation Ulf Johansson, Cecilia Sönströd, Tuve Löfström
2010	B	`conf`	Oracle Coached Decision Trees and Lists. IDA Ulf Johansson, Cecilia Sönströd, Tuve Löfström
2010	B	`conf`	Pin-pointing concept descriptions. SMC Cecilia Sönströd, Ulf Johansson, Henrik Boström, Ulf Norinder
2009	—	`conf`	Evaluating Algorithms for Concept Description. DMIN Cecilia Sönströd, Ulf Johansson, Tuve Löfström
2009	—	`conf`	Fish or Shark - Data Mining Online Poker. DMIN Ulf Johansson, Cecilia Sönströd
2009	—	`ch.`	Post-processing Evolved Decision Trees. Foundations of Computational Intelligence (4) Ulf Johansson, Rikard König, Tuve Löfström, Cecilia Sönströd, Lars Niklasson
2009	B	`conf`	Using genetic programming to obtain implicit diversity. IEEE Congress on Evolutionary Computation Ulf Johansson, Cecilia Sönströd, Tuve Löfström, Rikard König
2008	—	`conf`	Chipper - A Novel Algorithm for Concept Description. SCAI Ulf Johansson, Cecilia Sönströd, Tuve Löfström, Henrik Boström
2008	C	`conf`	Comprehensible Models for Predicting Molecular Interaction with Heart-Regulating Genes. ICMLA Cecilia Sönströd, Ulf Johansson, Ulf Norinder, Henrik Boström
2008	—	`conf`	Genetic Decision Lists for Concept Description. DMIN Cecilia Sönströd, Ulf Johansson, Rikard König, Lars Niklasson
2007	B	`conf`	Concept Description - A Fresh Look. IJCNN Cecilia Sönströd, Ulf Johansson
2007	—	`conf`	Towards a Unified View on Concept Description. DMIN Cecilia Sönströd, Ulf Johansson, Rikard König
2006	C	`conf`	Explaining Winning Poker--A Data Mining Approach. ICMLA Ulf Johansson, Cecilia Sönströd, Lars Niklasson
2006	C	`conf`	Rule Extraction from Opaque Models-- A Slightly Different Perspective. ICMLA Ulf Johansson, Tuve Löfström, Rikard König, Cecilia Sönströd, Lars Niklasson
2004	—	`conf`	Why rule extraction matters. IASTED Conf. on Software Engineering and Applications Ulf Johansson, Cecilia Sönströd, Lars Niklasson
2003	B	`conf`	Neural networks and rule extraction for prediction and explanation in the marketing domain. IJCNN Ulf Johansson, Cecilia Sönströd, Rikard König, Lars Niklasson
2003	B	`conf`	Neural networks mine for gold at the greyhound racetrack. IJCNN Ulf Johansson, Cecilia Sönströd