Henrik Boström - Publications, H-index & Citations

Henrik Boström

Royal Institute of Technology

32H指数

282论文数

4.0K被引数

收录论文 17

发表时间

Rule extraction with guarantees from regression models

PATTERN RECOGNITION

IF7.6

2022-06-01

OAAI

Johansson, Ulf; Sonstrod, Cecilia; Lofstrom, Tuwe; Bostrom, Henrik

Random subspace and random projection nearest neighbor ensembles for high dimensional data

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2022-04-01

OAAI

Deegalla, Sampath; Walgama, Keerthi; Papapetrou, Panagiotis; Bostrom, Henrik

Study of Hellinger Distance as a splitting metric for Random Forests in balanced and imbalanced classification datasets

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2020-07-01

PREAI

Aler, Ricardo; Valls, Jose M.; Bostrom, Henrik

Efficient conformal predictor ensembles

NEUROCOMPUTING

IF6.5

2020-07-01

PREAI

Linusson, H.; Johansson, U.; Bostrom, H.

Learning from heterogeneous temporal data in electronic health records (vol 65, pg 105, 2017)

JOURNAL OF BIOMEDICAL INFORMATICS

IF4.5

2020-01-01

OAAI

Zhao, Jing; Papapetrou, Panagiotis; Asker, Lars; Bostrom, Henrik

Conformal and probabilistic prediction with applications: editorial

MACHINE LEARNING

IF2.9

2018-08-28

OAAI

Gammerman, Alexander; Vovk, Vladimir; Bostrom, Henrik; Carlsson, Lars

Efficient Venn predictors using random forests

MACHINE LEARNING

IF2.9

2018-08-20

OAAI

Johansson, Ulf; Lofstrom, Tuve; Linusson, Henrik; Bostrom, Henrik

Interpretable regression trees using conformal prediction

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2018-05-01

PREAI

Johansson, Ulf; Linusson, Henrik; Lofstrom, Tuve; Bostromc, Henrik

Learning from heterogeneous temporal data in electronic health records 从电子健康记录中的异构时间数据中学习

JOURNAL OF BIOMEDICAL INFORMATICS

IF4.5

2017-01-01

OAAI

Zhao, Jing; Papapetrou, Panagiotis; Asker, Lars; Bostrom, Henrik

Ensembles of randomized trees using diverse distributed representations of clinical events

BMC MEDICAL INFORMATICS AND DECISION MAKING

IF3.8

2016-07-21

OAAI

Henriksson, Aron; Zhao, Jing; Dalianis, Hercules; Bostrom, Henrik

Predictive modeling of structured electronic health records for adverse drug event detection

BMC MEDICAL INFORMATICS AND DECISION MAKING

IF3.8

2015-11-25

OAAI

Zhao, Jing; Henriksson, Aron; Asker, Lars; Bostrom, Henrik

Regression conformal prediction with random forests

MACHINE LEARNING

IF2.9

2014-07-09

126

OAAI

Johansson, Ulf; Bostrom, Henrik; Lofstrom, Tuve; Linusson, Henrik

Integration of data mining and multi-objective optimisation for decision support in production systems development

INTERNATIONAL JOURNAL OF COMPUTER INTEGRATED MANUFACTURING

IF4

2013-09-10

PREAI

Dudas, Catarina; Ng, Amos H. C.; Pehrsson, Leif; Bostrom, Henrik

Introducing Uncertainty in Predictive Modeling-Friend or Foe?

JOURNAL OF CHEMICAL INFORMATION AND MODELING

IF5.3

2012-10-31

PREAI

Norinder, Ulf; Bostrom, Henrik

Trade-off between accuracy and interpretability for predictive in silico modeling

FUTURE MEDICINAL CHEMISTRY

IF3.4

2011-05-09

PREAI

Johansson, Ulf; Sonstrod, Cecilia; Norinder, Ulf; Bostrom, Henrik

Discrimination between modes of toxic action of phenols using rule based methods

MOLECULAR DIVERSITY

IF3.8

2006-05-24

PREAI

Norinder, Ulf; Liden, Per; Bostrom, Henrik

Improving structure-based virtual screening by multivariate analysis of scoring data

JOURNAL OF MEDICINAL CHEMISTRY

IF6.8

2003-11-20

124

PREAI

Jacobsson, M; Lidén, P; Stjernschantz, E; Boström, H; Norinder, U

研究方向