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
Automatic keyword extraction using domain knowledge
Anette Hulth , Jussi Karlgren , Anna Jonsson , Henrik Boström
Computational Linguistics and Intelligent Text Processing: Second International Conference, CICLing 2001 Mexico City, Mexico, February 18–24, 2001 Proceedings 2 472 -482
145
2001
Handling temporality of clinical events for drug safety surveillance
Jing Zhao , Aron Henriksson , Maria Kvist , Lars Asker
AMIA Annual Symposium Proceedings 2015 1371 -1371
31
2015
Applying methods for signal detection in spontaneous reports to electronic patient records
Jing Zhao , Isak Karlsson , Lars Asker , Henrik Boström
Proceedings of the ACM KDD
6
2013
Building the DeNOx System: Experience from Real-world Application of Machine Learning
Lars Asker , Henrik Boström
Smpte Journal
1995
Extracting Patterns from Socioeconomic Databases to Characterize Small Farmers with High and Low Corn Yields in Mozambique: a data mining approach.
Constantino Sotomane , Jordi Gallego-Ayala , Lars Asker , Henrik Boström
ICDM (Workshops) 99 -108
2
2012
Handling Sparsity with Random Forests When Predicting Adverse Drug Events from Electronic Health Records
Isak Karlsson , Henrik Boström ,
ieee international conference on healthcare informatics 17 -22
11
2014
Predicting Adverse Drug Events Using Heterogeneous Event Sequences
Isak Karlsson , Henrik Boström ,
ieee international conference on healthcare informatics 356 -362
10
2016
Ensembles of randomized trees using diverse distributed representations of clinical events
Aron Henriksson , Jing Zhao , Hercules Dalianis , Henrik Boström
BMC medical informatics and decision making 16 85 -95
37
2016
Covering vs. divide-and-conquer for top-down induction of logic programs
Henrik Boström
IJCAI 1194 -1200
51
1995
Mondrian conformal predictive distributions
Henrik Boström , Ulf Johansson , Tuwe Löfström
Conformal and Probabilistic Prediction and Applications 24 -38
30
2021
A study of data and label shift in the LIME framework
Amir Hossein Akhavan Rahnama , Henrik Boström
arXiv preprint arXiv:1910.14421
25
2019
Integrating Algorithmic Debugging and Unfolding Transformation in an Interactive Learner'
Zoltán Alexin , Tibor Gyimóthy , Henrik Boström
ECAI 403 -407
25
1996
Mondrian conformal regressors
Henrik Boström , Ulf Johansson
Conformal and Probabilistic Prediction and Applications 114 -133
23
2020
Induction of recursive transfer rules
Henrik Boström
Springer Berlin Heidelberg 237 -246
21
1999
Learning first order logic time series classifiers
Juan J Rodrıguez , Carlos J Alonso , Henrik Boström
Proceedings of the 10th International Workshop on Inductive Logic Programming 260 -275
19
2000
De-identifying health records by means of active learning
Henrik Boström , Hercules Dalianis
Recall (micro) 97 ( 97.55) 90 -97
17
2012
Resolving rule conflicts with double induction
Tony Lindgren , Henrik Boström
intelligent data analysis
2004
Rule extraction with guarantees from regression models
Ulf Johansson , Cecilia Sönströd , Tuwe Löfström , Henrik Boström
Pattern Recognition 126 108554 -108554
16
2022
Learning decision trees from histogram data using multiple subsets of bins
Ram B Gurung , Tony Lindgren , Henrik Boström
The Twenty-Ninth International Flairs Conference
12
2016
Evaluation of a variance-based nonconformity measure for regression forests
Henrik Boström , Henrik Linusson , Tuve Löfström , Ulf Johansson
Conformal and Probabilistic Prediction with Applications: 5th International Symposium, COPA 2016, Madrid, Spain, April 20-22, 2016, Proceedings 5 75 -89
9
2016
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)