Tuwe Löfström

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 24

Top Topics

Confusion Matrices

Conformal Prediction

Predictive Modeling

Rule Extraction

Top Venues

Publications

Helena Löfström, Tuwe Löfström, Ulf Johansson, Cecilia Sönströd
Calibrated explanations: With uncertainty information and counterfactuals. Expert Syst. Appl. 246 (2024)
Tobias Pettersson, Maria Riveiro, Tuwe Löfström
Multimodal fine-grained grocery product recognition using image and OCR text. Mach. Vis. Appl. 35 (4) (2024)
Ulf Johansson, Tuwe Löfström, Cecilia Sönströd
Well-Calibrated Probabilistic Predictive Maintenance using Venn-Abers. CoRR (2023)
Ulf Johansson, Tuwe Löfström, Cecilia Sönströd, Helena Löfström
Conformal Prediction for Accuracy Guarantees in Classification with Reject Option. MDAI (2023)
Helena Löfström, Tuwe Löfström, Ulf Johansson, Cecilia Sönströd
Calibrated Explanations: with Uncertainty Information and Counterfactuals. CoRR (2023)
Tuwe Löfström, Alexander Bondaletov, Artem Ryasik, Henrik Boström, Ulf Johansson
Tutorial on using Conformal Predictive Systems in KNIME. COPA (2023)
Ulf Johansson, Cecilia Sönströd, Tuwe Löfström, Henrik Boström
Confidence Classifiers with Guaranteed Accuracy or Precision. COPA (2023)
Tuwe Löfström, Helena Löfström, Ulf Johansson, Cecilia Sönströd
Calibrated Explanations for Regression. CoRR (2023)
Nasir Uddin, Tuwe Löfström
Applications of Conformal Regression on Real-world Industrial Use Cases using Crepes and MAPIE. COPA (2023)
Ulf Johansson, Cecilia Sönströd, Tuwe Löfström, Henrik Boström
Rule extraction with guarantees from regression models. Pattern Recognit. 126 (2022)
Tuwe Löfström, Artem Ryasik, Ulf Johansson
Tutorial for using conformal prediction in KNIME. COPA (2022)
Ulf Johansson, Tuwe Löfström, Niclas Ståhl
Well-Calibrated Rule Extractors. COPA (2022)
Tobias Pettersson, Rachid Oucheikh, Tuwe Löfström
NLP Cross-Domain Recognition of Retail Products. ICMLT (2022)
Rachid Oucheikh, Tobias Pettersson, Tuwe Löfström
Product verification using OCR classification and Mondrian conformal prediction. Expert Syst. Appl. 188 (2022)
Ulf Johansson, Tuwe Löfström, Henrik Boström
Well-Calibrated and Sharp Interpretable Multi-Class Models. MDAI (2021)
Ulf Johansson, Henrik Boström, Tuwe Löfström
Investigating Normalized Conformal Regressors. SSCI (2021)
Henrik Boström, Ulf Johansson, Tuwe Löfström
Mondrian conformal predictive distributions. COPA (2021)
Ulf Johansson, Tuwe Löfström, Henrik Boström
Calibrating multi-class models. COPA (2021)
Ulf Johansson, Tuwe Löfström
Well-calibrated and specialized probability estimation trees. SDM (2020)
Ulf Johansson, Tuwe Löfström, Henrik Boström, Cecilia Sönströd
Interpretable and specialized conformal predictors. COPA (2019)
Ulf Johansson, Cecilia Sönströd, Tuwe Löfström, Henrik Boström
Customized Interpretable Conformal Regressors. DSAA (2019)
Chandadevi Giri, Ulf Johansson, Tuwe Löfström
Predictive Modeling of Campaigns to Quantify Performance in Fashion Retail Industry. IEEE BigData (2019)
Ulf Johansson, Tuwe Löfström, Henrik Boström
Calibrating Probability Estimation Trees using Venn-Abers Predictors. SDM (2019)
Ulf Johansson, Tuwe Löfström, Håkan Sundell, Henrik Linusson, Anders Gidenstam, Henrik Boström
Venn predictors for well-calibrated probability estimation trees. COPA (2018)