Results

T. Karunaratne, H. Boström and U. Norinder, Comparative analysis of the use of chemoinformatics-based and substructure-based descriptors for quantitative structure-activity relationship (QSAR) modeling. In Intelligent Data Analysis, Vol. 17, No. 2, IOS Press, 2013.

H. Boström, Forests of Probability Estimation Trees. In International Journal of Pattern Recognition and Artificial Intelligence, World Scientific Publishing Company, 2012.

U. Johansson, C. Sönströd, T. Löfström and H. Boström, Obtaining Accurate and Comprehensible Classifiers Using Oracle Coaching. In Intelligent Data Analysis, Vol. 16, No. 2, 2012.

S. Velupillai and M. Kvist, Fine-grained Certainty Level Annotations Used for Coarser-grained E-health Scenarios. pp. 450-461, Springer-Verlag Berlin Heidelberg, 2012.

H. Boström, Concurrent Learning of Large-Scale Random Forests. pp. 20-29, IOS Press, 2011.

H. Dalianis, M. Hassel and S. Velupillai, Louhi 2010: Special issue on Text and Data Mining of Health Documents. Biomed Central, 2011.

M. Hassel and H. Dalianis, Portable Text Summarization. IGI Global, 2011.

A. Henriksson, M. Hassel and M. Kvist, Diagnosis Code Assignment Support Using Random Indexing of Patient Records. pp. 342-346, Springer Verlag, 2011.

A. Henriksson and M. Hassel, Election of Diagnosis Codes. pp. 67-74, CEUR-WS.org, 2011.

A. Henriksson and M. Hassel, Exploiting Structured Data, Negation Detection and SNOMED CT Terms in a Random Indexing Approach to Clinical Coding. pp. 3-10, ACL Anthology, 2011.

U. Johansson, C. Sönströd, U. Norinder and H. Boström, The Trade-Off between Accuracy and Interpretability for Predictive In Silico Modeling. In Future Medicinal Chemistry, Vol. 3, No. 6, pp. 647-663, Future Science, 2011.

U. Johansson, C. Sönströd, U. Norinder and H. Boström, Trade-off between accuracy and interpretability for predictive in silico modeling. In Future Medicinal Chemistry, Vol. 3, No. 6, pp. 647-663, 2011.

S. Velupillai, Automatic Classification of Factuality Levels. 2011.

U. Johansson, C. Sönströd, U. Norinder, H. Boström and T. Löfström, Using Feature Selection with Bagging and Rule Extraction in Drug Discovery. pp. 413-422, 2010.

T. Karunaratne, H. Boström and U. Norinder, Pre-Processing Structured Data for Standard Machine Learning Algorithms by Supervised Graph Propositionalization - a Case Study with Medicinal Chemistry Datasets. IEEE Computer Society, 2010.

T. Löfström, U. Johansson and H. Boström, Implicit vs. Explicit Methods for Generating Diverse Ensembles of Artificial Neural Networks. pp. 1287-1292, 2010.

C. Sönströd, U. Johansson, H. Boström and U. Norinder, Pin-pointing concept descriptions. pp. 2956-2963, 2010.

O. Täckström, S. Velupillai, M. Hassel, G. Eriksson, H. Dalianis and J. Karlgren, Uncertainty Detection as Approximate Max-Margin Sequence Labelling. pp. 84--91, Association for Computational Linguistics, 2010.

S. Velupillai, M. Hassel and H. Dalianis, Finding the Parallel: Automatic Dictionary Construction and Identification of Parallel Text Pairs. pp. 312-336, Cambridge Scholars Publishing, 2010.

H. Dalianis, M. Hassel and S. Velupillai, The Stockholm EPR Corpus – Characteristics and Some Initial Findings. pp. 243-249, 2009.

H. Dalianis and S. Velupillai, De-identifying Swedish Clinical Text - Refinement of a Gold Standard and Experiments with Conditional Random Fields. pp. 73-81, 2009.

S. Deegalla and H. Boström, Improving Fusion of Dimensionality Reduction Methods for Nearest Neighbor Classification. pp. 771-775, IEEE Computer Society, 2009.

S. Deegalla and H. Boström, Fusion of Dimensionality Reduction Methods: A Case Study in Microarray Classification. pp. 460-465, 2009.

C. Dudas and H. Boström, Using Uncertain Chemical and Thermal Data to Predict Product Quality in a Casting Process. pp. 57-61, 2009.

C. Dudas, A. Ng and H. Boström, Information Extraction from Solution Set of Multi-objective Simulation Optimisation using Data Mining. pp. 65-69, 2009.