Calibrated explanations: With uncertainty information and counterfactuals von Löfström, Helena, Löfström, Tuwe, Johansson, Ulf, Sönströd, Cecilia

Volltext

Rule extraction with guarantees from regression models von Johansson, Ulf, Sönströd, Cecilia, Löfström, Tuwe, Boström, Henrik

Volltext

Investigating the impact of calibration on the quality of explanations von Löfström, Helena, Löfström, Tuwe, Johansson, Ulf, Sönströd, Cecilia

Volltext

Conformal Prediction for Accuracy Guarantees in Classification with Reject Option von Johansson, Ulf, Löfström, Tuwe, Sönströd, Cecilia, Löfström, Helena

Volltext

Handling Small Calibration Sets in Mondrian Inductive Conformal Regressors von Johansson, Ulf, Ahlberg, Ernst, Boström, Henrik, Carlsson, Lars, Linusson, Henrik, Sönströd, Cecilia

Volltext

One tree to explain them all von Johansson, Ulf, Sonstrod, Cecilia, Lofstrom, Tuve

Volltext

Obtaining accurate and comprehensible classifiers using oracle coaching von Johansson, Ulf, Sönströd, Cecilia, Löfström, Tuve, Boström, Henrik

Volltext

Well-Calibrated Probabilistic Predictive Maintenance using Venn-Abers von Johansson, Ulf, Löfström, Tuwe, Sönströd, Cecilia

Volltext bestellen

Evolving accurate and comprehensible classification rules von Sonstrod, Cecilia, Johansson, Ulf, Konig, Rikard

Volltext

Oracle Coached Decision Trees and Lists von Johansson, Ulf, Sönströd, Cecilia, Löfström, Tuve

Volltext

Locally induced predictive models von Johansson, U., Lofstrom, T., Sonstrod, C.

Volltext

Pin-pointing concept descriptions von Sönströd, C, Johansson, U, Bostrom, H, Norinder, U

Volltext

Calibrated Explanations for Regression von Löfström, Tuwe, Löfström, Helena, Johansson, Ulf, Sönströd, Cecilia, Matela, Rudy

Volltext bestellen

Confidence Classifiers with Guaranteed Accuracy or Precision von Johansson, Ulf, Sönströd, Cecilia, Löfström, Tuwe, Boström, Henrik

Volltext bestellen

Using Feature Selection with Bagging and Rule Extraction in Drug Discovery von Johansson, Ulf, Sönströd, Cecilia, Norinder, Ulf, Boström, Henrik, Löfström, Tuve

Volltext bestellen

Well-Calibrated Probabilistic Predictive Maintenance using Venn-Abers von Johansson, Ulf, Löfström, Tuwe, Sönströd, Cecilia

Volltext

Chipper: A Novel Algorithm for Concept Description von Johansson, Ulf, Sönströd, Cecilia, Boström, Henrik, Löfström, Tuve

Volltext bestellen

Using genetic programming to obtain implicit diversity von Johansson, U., Sonstrod, C., Lofstrom, T., Konig, R.

Volltext

Calibrated Explanations for Regression von Löfström, Tuwe, Löfström, Helena, Johansson, Ulf, Sönströd, Cecilia, Matela, Rudy

Volltext

Regression Trees for Streaming Data with Local Performance Guarantees von Johansson, Ulf, Sönströd, Cecilia, Linusson, Henrik, Boström, Henrik

Volltext bestellen