Ulf Johansson - Concepedia

Author

Ulf Johansson

University of Borås ORCID

Also Known As

Johansson, Ulf, U. Johansson, Ulf Johansson

180

Publications

1.8K

Citations

H-Index

Concepts

All Affiliations

University of Borås University of Skövde Stockholm University Swedish University of Agricultural Sciences Jönköping University

About

Ulf Johansson is an author at University of Borås specializing in engineering, predictive analytics, and machine learning.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	17	34	923
2	Management	10	11	282
3	Medicine	3	3	72
4	Business	1	1	26
5	Health Sciences	1	1	19

Ulf Johansson

Publications

1.3K

Citations

H-Index

Page 1

	Year	Citations
Regression conformal prediction with random forests Ulf Johansson, Henrik Boström, Tuve Löfström, Machine Learning EngineeringMachine LearningData SciencePredictive AnalyticsDecision Tree Learning	2014	168
Trade-Off Between Accuracy and Interpretability for Predictive<i>In Silico</i>Modeling Ulf Johansson, Cecilia Sönströd, Ulf Norinder, Future Medicinal Chemistry	2011	84
Evolving decision trees using oracle guides Ulf Johansson, Lars Niklasson Artificial IntelligenceEngineeringMachine LearningData ScienceData Mining	2009	60
The Truth is in There : Rule Extraction from Opaque Models Using Genetic Programming Ulf Johansson, Rikard König, Lars Niklasson Artificial IntelligenceEngineeringMachine LearningBusiness IntelligenceBusiness Analytics	2004	56
Obtaining Accurate and Comprehensible Data Mining Models : An Evolutionary Approach Ulf Johansson Borås Academic Digital Archive (University of Borås)	2007	56
A site‐index model for pure and mixed stands of<i>Betula pendula</i>and<i>Betula pubescens</i>in Sweden Harry Eriksson, Ulf Johansson, Andres Kiviste Scandinavian Journal of Forest Research Difference ModelEngineeringBotanyStem Analysis DataTree Growth	1997	52
Conformal Prediction Using Decision Trees Ulf Johansson, Henrik Boström, Tuve Löfström EngineeringMachine LearningConformal Prediction FrameworkClassification MethodData Science	2013	45
Butt rot incidence, yield and growth pattern in a tree species experiment in southwestern Sweden Gudmund Vollbrecht, Ulf Johansson, Harry Eriksson, Forest Ecology and Management EngineeringGrowth PatternBotanyButt Rot IncidenceTree Breeding	1995	44
Accuracy vs. comprehensibility in data mining models Ulf Johansson, Lars Niklasson, Rikard König	2004	43
G-REX: A Versatile Framework for Evolutionary Data Mining Rikard König, Ulf Johansson, Lars Niklasson EngineeringMachine LearningIntelligent SystemsOptimization-based Data MiningPhylogenetics	2008	40

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