Neural networks mine for gold at the greyhound racetrack. - Ulf Johansson; Cecilia Sönströd (IJCNN, 2003)

Neural networks and rule extraction for prediction and explanation in the marketing domain. - Ulf Johansson; Cecilia Sönströd; Rikard König; Lars Niklasson (IJCNN, 2003)

Why rule extraction matters. - Ulf Johansson; Cecilia Sönströd; Lars Niklasson (IASTED Conf. on Software Engineering and Applications, 2004)

Rule Extraction from Opaque Models– A Slightly Different Perspective. - Ulf Johansson; Tuve Löfström; Rikard König; Cecilia Sönströd; Lars Niklasson (ICMLA, 2006)

Explaining Winning Poker–A Data Mining Approach. - Ulf Johansson; Cecilia Sönströd; Lars Niklasson (ICMLA, 2006)

Towards a Unified View on Concept Description. - Cecilia Sönströd; Ulf Johansson; Rikard König (DMIN, 2007)

Concept Description - A Fresh Look. - Cecilia Sönströd; Ulf Johansson (IJCNN, 2007)

Genetic Decision Lists for Concept Description. - Cecilia Sönströd; Ulf Johansson; Rikard König; Lars Niklasson (DMIN, 2008)

Comprehensible Models for Predicting Molecular Interaction with Heart-Regulating Genes. - Cecilia Sönströd; Ulf Johansson; Ulf Norinder; Henrik Boström (ICMLA, 2008)

Chipper - A Novel Algorithm for Concept Description. - Ulf Johansson; Cecilia Sönströd; Tuve Löfström; Henrik Boström (SCAI, 2008)

Using genetic programming to obtain implicit diversity. - Ulf Johansson; Cecilia Sönströd; Tuve Löfström; Rikard König (IEEE Congress on Evolutionary Computation, 2009)

Fish or Shark - Data Mining Online Poker. - Ulf Johansson; Cecilia Sönströd (DMIN, 2009)

Evaluating Algorithms for Concept Description. - Cecilia Sönströd; Ulf Johansson; Tuve Löfström (DMIN, 2009)

Post-processing Evolved Decision Trees. - Ulf Johansson; Rikard König; Tuve Löfström; Cecilia Sönströd; Lars Niklasson (Foundations of Computational Intelligence (4), 2009)

Oracle Coached Decision Trees and Lists. - Ulf Johansson; Cecilia Sönströd; Tuve Löfström (IDA, 2010)

Pin-pointing concept descriptions. - Cecilia Sönströd; Ulf Johansson; Henrik Boström; Ulf Norinder (SMC, 2010)

One tree to explain them all. - Ulf Johansson; Cecilia Sönströd; Tuve Löfström (IEEE Congress on Evolutionary Computation, 2011)

Evolving accurate and comprehensible classification rules. - Cecilia Sönströd; Ulf Johansson; Rikard König (IEEE Congress on Evolutionary Computation, 2011)

Locally induced predictive models. - Ulf Johansson; Tuve Löfström; Cecilia Sönströd (SMC, 2011)

Obtaining accurate and comprehensible classifiers using oracle coaching. - Ulf Johansson; Cecilia Sönströd; Tuve Löfström; Henrik Boström (Intell. Data Anal., 2012)

Regression trees for streaming data with local performance guarantees. - Ulf Johansson; Cecilia Sönströd; Henrik Linusson; Henrik Boström (IEEE BigData, 2014)

Accurate and interpretable regression trees using oracle coaching. - Ulf Johansson; Cecilia Sönströd; Rikard König (CIDM, 2014)

Efficient conformal regressors using bagged neural nets. - Ulf Johansson; Cecilia Sönströd; Henrik Linusson (IJCNN, 2015)

Handling Small Calibration Sets in Mondrian Inductive Conformal Regressors. - Ulf Johansson; Ernst Ahlberg; Henrik Boström; Lars Carlsson; Henrik Linusson; Cecilia Sönströd (SLDS, 2015)

Interpretable and specialized conformal predictors. - Ulf Johansson; Tuwe Löfström; Henrik Boström; Cecilia Sönströd (COPA, 2019)

Customized Interpretable Conformal Regressors. - Ulf Johansson; Cecilia Sönströd; Tuwe Löfström; Henrik Boström (DSAA, 2019)

Rule extraction with guarantees from regression models. - Ulf Johansson; Cecilia Sönströd; Tuwe Löfström; Henrik Boström (Pattern Recognit., 2022)

Confidence Classifiers with Guaranteed Accuracy or Precision. - Ulf Johansson; Cecilia Sönströd; Tuwe Löfström; Henrik Boström (COPA, 2023)

Conformal Prediction for Accuracy Guarantees in Classification with Reject Option. - Ulf Johansson; Tuwe Löfström; Cecilia Sönströd; Helena Löfström (MDAI, 2023)

Well-Calibrated Probabilistic Predictive Maintenance using Venn-Abers. - Ulf Johansson; Tuwe Löfström; Cecilia Sönströd (CoRR, 2023)

Calibrated Explanations for Regression. - Tuwe Löfström; Helena Löfström; Ulf Johansson; Cecilia Sönströd (CoRR, 2023)

Conformal Regression with Reject Option. - Ulf Johansson; Cecilia Sönströd; Henrik Boström (COPA, 2024)

Calibrated explanations: With uncertainty information and counterfactuals. - Helena Löfström; Tuwe Löfström; Ulf Johansson; Cecilia Sönströd (Expert Syst. Appl., 2024)

Explaining Set-Valued Predictions: SHAP Analysis for Conformal Classification. - Ulf Johansson; Cecilia Sönströd; Aicha Maalej (COPA, 2025)

Counterfactual Explanations for Conformal Prediction Sets. - Aicha Maalej; Cecilia Sönströd; Ulf Johansson (COPA, 2025)

Calibrated explanations for regression. - Tuwe Löfström; Helena Löfström; Ulf Johansson; Cecilia Sönströd; Rudy Matela (Mach. Learn., 2025)

Classification with Reject Option: Distribution-free Error Guarantees via Conformal Prediction. - Johan Hallberg Szabadváry; Tuwe Löfström; Ulf Johansson; Cecilia Sönströd; Ernst Ahlberg; Lars Carlsson (CoRR, 2025)