Henrik Boström
机构: Professor of computer science - data science systems, KTH Royal Institute of Technology
每年引用次数
引用次数
引用: 3,839
H-指数: 30
I10-指数 : 95
出版物: 220
Reliable Confidence Predictions Using Conformal Prediction
Henrik Linusson , Ulf Johansson , Henrik Boström , Tuve Löfström
pacific-asia conference on knowledge discovery and data mining 9651 77 -88
6
2016
Using Feature Selection with Bagging and Rule Extraction in Drug Discovery
Ulf Johansson , Cecilia Sönströd , Ulf Norinder , Henrik Boström
Advances in Intelligent Decision Technologies, Second KES International Symposium IDT 2010 413 -422
2
2010
Trade-off between accuracy and interpretability for predictive in silico modeling.
Ulf Johansson , Cecilia Sönströd , Ulf Norinder , Henrik Boström
Future Medicinal Chemistry 3 ( 6) 647 -663
29
2011
A peek into the black box: exploring classifiers by randomization
Andreas Henelius , Kai Puolamäki , Henrik Boström , Lars Asker
Data Mining and Knowledge Discovery 28 ( 5) 1503 -1529
46
2014
Generalized random shapelet forests
Isak Karlsson , Panagiotis Papapetrou , Henrik Boström ,
european conference on machine learning 30 ( 5) 1053 -1085
142
2016
Improving structure-based virtual screening by multivariate analysis of scoring data.
Micael Jacobsson , Per Lidén , Eva Stjernschantz , Henrik Boström
Journal of Medicinal Chemistry 46 ( 26) 5781 -5789
95
2003
Integration of data mining and multi-objective optimisation for decision support in production systems development
Catarina Dudas , Amos H.C. Ng , Leif Pehrsson , Henrik Boström
International Journal of Computer Integrated Manufacturing 27 ( 9) 824 -839
22
2014
Modifications to p-Values of Conformal Predictors
Lars Carlsson , Ernst Ahlberg , Henrik Boström , Ulf Johansson
3rd International Symposium on Statistical Learning and Data Sciences, SLDS 2015, Egham, United Kingdom, 20 April 2015 through 23 April 2015 9047 251 -259
6
2015
Handling Small Calibration Sets in Mondrian Inductive Conformal Regressors
Ulf Johansson , Ernst Ahlberg , Henrik Boström , Lars Carlsson
Statistical Learning and Data Sciences 9047 271 -280
14
2015
Forests of Randomized Shapelet Trees
Isak Karlsson , Panagotis Papapetrou , Henrik Boström ,
Statistical Learning and Data Sciences 126 -136
11
2015
GoldenEye++: A Closer Look into the Black Box
Andreas Henelius , Kai Puolamäki , Isak Karlsson , Jing Zhao
Statistical Learning and Data Sciences 96 -105
6
2015
Resolving Rule Conflicts with Double Induction
Tony Lindgren , Henrik Boström
Advances in Intelligent Data Analysis V 8 ( 5) 60 -67
19
2003
Learning from heterogeneous temporal data in electronic health records.
Jing Zhao , Panagiotis Papapetrou , Lars Asker , Henrik Boström
Journal of Biomedical Informatics 65 105 -119
92
2017
Corrigendum to 'Learning from heterogeneous temporal data in electronic health records'. [J. Biomed. Inform. 65 (2017) 105-119].
Jing Zhao , Panagiotis Papapetrou , Lars Asker , Henrik Boström
Journal of Biomedical Informatics 101 103352
2020
Generalization of Malaria Incidence Prediction Models by Correcting Sample Selection Bias
Orlando P. Zacarias , Henrik Boström
advanced data mining and applications 8347 189 -200
1
2013
Eliminating redundancy in explanation-based learning
Henrik Boström
international conference on machine learning 37 -42
8
1992
Learning from Swedish Healthcare Data
Lars Asker , Panagiotis Papapetrou , Henrik Boström
pervasive technologies related to assistive environments 29 47
2016
Predicate Invention and Learning from Positive Examples Only
Henrik Boström
european conference on machine learning 226 -237
17
1998
Mining candidates for adverse drug interactions in electronic patient records
Lars Asker , Henrik Boström , Isak Karlsson , Panagiotis Papapetrou
Proceedings of the 7th International Conference on PErvasive Technologies Related to Assistive Environments - PETRA '14 22
4
2014
Classification of Microarrays with kNN: Comparison of Dimensionality Reduction Methods
Sampath Deegalla , Henrik Boström
Intelligent Data Engineering and Automated Learning - IDEAL 2007 800 -809
27
2007
Ulf Johansson Tuwe Löfström Lars Asker Henrik Linusson Panagiotis Papapetrou Ulf Norinder Jing Zhao Cecilia Sönströd Aron Henriksson Tony Lindgren Sampath Deegalla Thashmee Karunaratne Amos H.C. Ng Ronnie Johansson Carlos J. Alonso González Hercules Dalianis Alexander Karlsson Kai Puolamäki Lars Carlsson Juan J. Rodríguez (ORCID:0000-0002-3291-2739)