Tuve Löfström

Publication Activity (10 Years)

Years Active: 2004-2019
Publications (10 Years): 9

Top Topics

Conformal Prediction

Obtaining Accurate

Top Venues

Publications

Ulf Johansson, Tuve Löfström, Henrik Linusson, Henrik Boström
Efficient Venn predictors using random forests. Mach. Learn. 108 (3) (2019)
Ulf Johansson, Henrik Linusson, Tuve Löfström, Henrik Boström
Interpretable regression trees using conformal prediction. Expert Syst. Appl. 97 (2018)
Henrik Linusson, Ulf Johansson, Henrik Boström, Tuve Löfström
Classification with Reject Option Using Conformal Prediction. PAKDD (1) (2018)
Ernst Ahlberg, Susanne Winiwarter, Henrik Boström, Henrik Linusson, Tuve Löfström, Ulf Norinder, Ulf Johansson, Ola Engkvist, Oscar Hammar, Claus Bendtsen, Lars Carlsson
Using Conformal Prediction to Prioritize Compound Synthesis in Drug Discovery. COPA (2017)
Henrik Boström, Henrik Linusson, Tuve Löfström, Ulf Johansson
Accelerating difficulty estimation for conformal regression forests. Ann. Math. Artif. Intell. 81 (1-2) (2017)
Ulf Johansson, Henrik Linusson, Tuve Löfström, Henrik Boström
Model-agnostic nonconformity functions for conformal classification. IJCNN (2017)
Henrik Linusson, Ulf Norinder, Henrik Boström, Ulf Johansson, Tuve Löfström
On the Calibration of Aggregated Conformal Predictors. COPA (2017)
Henrik Boström, Henrik Linusson, Tuve Löfström, Ulf Johansson
Evaluation of a Variance-Based Nonconformity Measure for Regression Forests. COPA (2016)
Henrik Linusson, Ulf Johansson, Henrik Boström, Tuve Löfström
Reliable Confidence Predictions Using Conformal Prediction. PAKDD (1) (2016)
Tuve Löfström, Jing Zhao, Henrik Linusson, Karl Jansson
Predicting Adverse Drug Events with Confidence. SCAI (2015)
Tuve Löfström, Henrik Boström, Henrik Linusson, Ulf Johansson
Bias reduction through conditional conformal prediction. Intell. Data Anal. 19 (6) (2015)
Ulf Johansson, Rikard König, Henrik Linusson, Tuve Löfström, Henrik Boström
Rule Extraction with Guaranteed Fidelity. AIAI Workshops (2014)
Henrik Linusson, Ulf Johansson, Henrik Boström, Tuve Löfström
Efficiency Comparison of Unstable Transductive and Inductive Conformal Classifiers. AIAI Workshops (2014)
Henrik Linusson, Ulf Johansson, Tuve Löfström
Signed-Error Conformal Regression. PAKDD (1) (2014)
Ulf Johansson, Henrik Boström, Tuve Löfström, Henrik Linusson
Regression conformal prediction with random forests. Mach. Learn. 97 (1-2) (2014)
Ulf Johansson, Rikard König, Tuve Löfström, Henrik Boström
Evolved decision trees as conformal predictors. IEEE Congress on Evolutionary Computation (2013)
Ulf Johansson, Henrik Boström, Tuve Löfström
Conformal Prediction Using Decision Trees. ICDM (2013)
Ulf Johansson, Tuve Löfström, Henrik Boström
Overproduce-and-select: The grim reality. CIEL (2013)
Tuve Löfström, Ulf Johansson, Henrik Boström
Effective utilization of data in inductive conformal prediction using ensembles of neural networks. IJCNN (2013)
Ulf Johansson, Tuve Löfström, Henrik Boström
Random brains. IJCNN (2013)
Ulf Johansson, Cecilia Sönströd, Tuve Löfström, Henrik Boström
Obtaining accurate and comprehensible classifiers using oracle coaching. Intell. Data Anal. 16 (2) (2012)
Ulf Johansson, Tuve Löfström
Producing implicit diversity in ANN ensembles. IJCNN (2012)
Ulf Johansson, Cecilia Sönströd, Tuve Löfström
One tree to explain them all. IEEE Congress on Evolutionary Computation (2011)
Ulf Johansson, Tuve Löfström, Cecilia Sönströd
Locally induced predictive models. SMC (2011)
Tuve Löfström, Ulf Johansson, Henrik Boström
Comparing methods for generating diverse ensembles of artificial neural networks. IJCNN (2010)
Ulf Johansson, Rikard König, Tuve Löfström, Lars Niklasson
Using Imaginary Ensembles to Select GP Classifiers. EuroGP (2010)
Rikard König, Ulf Johansson, Tuve Löfström, Lars Niklasson
Improving GP classification performance by injection of decision trees. IEEE Congress on Evolutionary Computation (2010)
Ulf Johansson, Cecilia Sönströd, Tuve Löfström
Oracle Coached Decision Trees and Lists. IDA (2010)
Ulf Johansson, Cecilia Sönströd, Tuve Löfström, Rikard König
Using genetic programming to obtain implicit diversity. IEEE Congress on Evolutionary Computation (2009)
Cecilia Sönströd, Ulf Johansson, Tuve Löfström
Evaluating Algorithms for Concept Description. DMIN (2009)
Tuve Löfström, Ulf Johansson, Henrik Boström
Ensemble member selection using multi-objective optimization. CIDM (2009)
Ulf Johansson, Cecilia Sönströd, Tuve Löfström, Henrik Boström
Chipper - A Novel Algorithm for Concept Description. SCAI (2008)
Tuve Löfström, Ulf Johansson, Henrik Boström
On the Use of Accuracy and Diversity Measures for Evaluating and Selecting Ensembles of Classifiers. ICMLA (2008)
Ulf Johansson, Tuve Löfström, Henrik Boström
The problem with ranking ensembles based on training or validation performance. IJCNN (2008)
Ulf Johansson, Tuve Löfström, Lars Niklasson
Evaluating Standard Techniques for Implicit Diversity. PAKDD (2008)
Ulf Johansson, Rikard König, Tuve Löfström, Lars Niklasson
Increasing rule extraction accuracy by post-processing GP trees. IEEE Congress on Evolutionary Computation (2008)
Ulf Johansson, Tuve Löfström, Lars Niklasson
The Importance of Diversity in Neural Network Ensembles - An Empirical Investigation. IJCNN (2007)
Tuve Löfström, Ulf Johansson, Lars Niklasson
Empirically investigating the importance of diversity. FUSION (2007)
Ulf Johansson, Tuve Löfström, Rikard König, Lars Niklasson
Building Neural Network Ensembles using Genetic Programming. IJCNN (2006)
Ulf Johansson, Tuve Löfström, Rikard König, Lars Niklasson
Genetically Evolved Trees Representing Ensembles. ICAISC (2006)
Ulf Johansson, Tuve Löfström, Rikard König, Lars Niklasson
Introducing GEMS - A Novel Technique for Ensemble Creation. FLAIRS Conference (2006)
Tuve Löfström, Rikard König, Ulf Johansson, Lars Niklasson, Mattias Strand, Tom Ziemke
Benefits of relating the Retail Domain and Information Fusion. FUSION (2006)
Ulf Johansson, Tuve Löfström, Rikard König, Cecilia Sönströd, Lars Niklasson
Rule Extraction from Opaque Models-- A Slightly Different Perspective. ICMLA (2006)
Ulf Johansson, Tuve Löfström, Lars Niklasson
Obtaining Accurate Neural Network Ensembles. CIMCA/IAWTIC (2005)
Tuve Löfström, Ulf Johansson, Lars Niklasson
Rule Extraction by Seeing Through the Model. ICONIP (2004)