Parallel tree-ensemble algorithms for GPUs using CUDA

Henrik Boström , Karl Jansson , Håkan Sundell
Sixth Swedish Workshop on Multicore Computing (MCC13), 2013

2
2013
Maximizing the Area under the ROC Curve using Incremental Reduced Error Pruning

Henrik Boström
international conference on machine learning

12
2005
Pruning and Exclusion Criteria for Unordered Incremental Reduced Error Pruning

Henrik Boström
european conference on machine learning

5
2004
Learning to recognize brain specific proteins based on low-level features from on-line prediction servers

Henrik Boström , Lars Asker , Joakim Cöster , Mikael Huss
international conference on data mining 45 -49

2001
Concurrent Learning of Large-Scale Random Forests

Henrik Boström
scandinavian conference on ai 227 20 -29

15
2011
Predicting the Incidence of Malaria Cases in Mozambique Using Regression Trees and Forests

Henrik Boström , Orlando P. Zacarias
International Journal of Computer Science and Electronics Engineering (IJCSEE) 1 ( 1) 50 -54

5
2013
Using Optimized Optimization Criteria in Ensemble Member Selection

Tuve Löfström , Henrik Boström , Ulf Johansson
SWIFT 2008 - Skövde Workshop on Information Fusion Topics

1
2009
On the Definition of Information Fusion as a Field of Research

Tom Ziemke , Marcus Brohede , Lars Niklasson , Henrik Boström
Institutionen för kommunikation och information

169
2007
Optimizing Horn Clause Logic Programs for Particular Modes of Use: An Analysis of Explanation-Based Learning and Partial Evaluation.

Henrik Boström , Carl Gustaf Jansson , Peter Idestam-Almquist
scandinavian conference on ai 252 -257

1991
Utilizing Information on Uncertainty for In Silico Modeling using Random Forests

Henrik Boström , Ulf Norinder
Proceedings of the 3rd Annual Skövde Workshop on Information Fusion Topics (SWIFT 2009), 12-13 Oct 2009, Skövde, Sweden. 59 -62

1
2009
Releasing a Swedish Clinical Corpus after Removing all Words – De-identification Experiments with Conditional Random Fields and Random Forests

Hercules Dalianis , Henrik Boström
The Third Workshop on Building and Evaluating Resources for Biomedical Text Mining, 26th May 2012, Istanbul, Turkey 45 -48

7
2012
Information Extraction from Solution Set of Simulation-based Multi-objective Optimisation using Data Mining

Catarina Dudas , Henrik Boström , Amos Ng
7th International Industrial Simulation Conference 2009, ISC'09, June 1-3, 2009, Loughborough, United Kingdom 65 -69

2009
Information Extraction in Manufacturing using Data Mining Techniques

C. Dudas , Henrik Boström , A. Ng
Swedish Production Symposium

2008
Implicit vs. Explicit Methods for Generating Diverse Ensembles of Artificial Neural Networks

T. Löfström , Henrik Boström , U. Johansson
world congress on computational intelligence

2010
Framework for implementation of learning analytics projects in higher education

Stefan Nenzén , Preben Hansen , Henrik Boström , Gunnar Wettergren
DSV writers hut 2014, August 21-22, Åkersberga, Sweden

2014
Analys av skriftlig kreativitet i tre läromedel i tyska

Henrik Boström , Cecilia Claeson
Malmö högskola/Lärarutbildningen

2009
Learning to Classify Structured Data by Graph Propositionalization

Thashmee Karunaratne , Henrik Boström
computational intelligence 283 -288

5
2006
Using background knowledge for graph based learning : a case study in chemoinformatics

Thashmee Karunaratne , Henrik Boström
international multiconference of engineers and computer scientists 153 -157

3
2007
Chipper --A Novel Algorithm for Concept Description

Cecilia Sönströd , Tuve Löfström , Henrik Boström , Ulf Johansson
scandinavian conference on ai 133 -140

6
2008