| 2013 | ||
|---|---|---|
| c42 | Patrick Gabrielsson, Rikard König, Ulf Johansson: Evolving Hierarchical Temporal Memory-Based Trading Models. EvoApplications 2013: 213-222 | |
| 2012 | ||
| j2 | Ulf Johansson, Cecilia Sönströd, Tuve Löfström, Henrik Boström: Obtaining accurate and comprehensible classifiers using oracle coaching. Intell. Data Anal. 16(2): 247-263 (2012) | |
| c41 | ||
| 2011 | ||
| c40 | Cecilia Sönströd, Ulf Johansson, Rikard König: Evolving accurate and comprehensible classification rules. IEEE Congress on Evolutionary Computation 2011: 1436-1443 | |
| c39 | Ulf Johansson, Cecilia Sönströd, Tuve Löfström: One tree to explain them all. IEEE Congress on Evolutionary Computation 2011: 1444-1451 | |
| c38 | Ulf Johansson, Tuve Löfström, Cecilia Sönströd: Locally induced predictive models. SMC 2011: 1735-1740 | |
| 2010 | ||
| c37 | Rikard König, Ulf Johansson, Tuve Löfström, Lars Niklasson: Improving GP classification performance by injection of decision trees. IEEE Congress on Evolutionary Computation 2010: 1-8 | |
| c36 | Ulf Johansson, Rikard König, Tuve Löfström, Lars Niklasson: Using Imaginary Ensembles to Select GP Classifiers. EuroGP 2010: 278-288 | |
| c35 | Ulf Johansson, Rikard König, Lars Niklasson: Genetic rule extraction optimizing brier score. GECCO 2010: 1007-1014 | |
| c34 | Ulf Johansson, Cecilia Sönströd, Tuve Löfström: Oracle Coached Decision Trees and Lists. IDA 2010: 67-78 | |
| c33 | Tuve Löfström, Ulf Johansson, Henrik Boström: Comparing methods for generating diverse ensembles of artificial neural networks. IJCNN 2010: 1-6 | |
| c32 | Cecilia Sönströd, Ulf Johansson, Henrik Boström, Ulf Norinder: Pin-pointing concept descriptions. SMC 2010: 2956-2963 | |
| p2 | Ulf Johansson, Rikard König, Lars Niklasson: Genetically Evolved kNN Ensembles. Data Mining 2010: 299-313 | |
| 2009 | ||
| c31 | Ulf Johansson, Cecilia Sönströd, Tuve Löfström, Rikard König: Using genetic programming to obtain implicit diversity. IEEE Congress on Evolutionary Computation 2009: 2454-2459 | |
| c30 | ||
| c29 | Tuve Löfström, Ulf Johansson, Henrik Boström: Ensemble member selection using multi-objective optimization. CIDM 2009: 245-251 | |
| c28 | ||
| c27 | Cecilia Sönströd, Ulf Johansson, Tuve Löfström: Evaluating Algorithms for Concept Description. DMIN 2009: 354-360 | |
| p1 | Ulf Johansson, Rikard König, Tuve Löfström, Cecilia Sönströd, Lars Niklasson: Post-processing Evolved Decision Trees. Foundations of Computational Intelligence (4) 2009: 149-164 | |
| 2008 | ||
| c26 | Ulf Johansson, Rikard König, Tuve Löfström, Lars Niklasson: Increasing rule extraction accuracy by post-processing GP trees. IEEE Congress on Evolutionary Computation 2008: 3005-3010 | |
| c25 | Ulf Johansson, Rikard König, Lars Niklasson: Evolving a Locally Optimized Instance Based Learner. DMIN 2008: 124-129 | |
| c24 | Cecilia Sönströd, Ulf Johansson, Rikard König, Lars Niklasson: Genetic Decision Lists for Concept Description. DMIN 2008: 450-456 | |
| c23 | Ulf Johansson, Henrik Boström, Rikard König: Extending Nearest Neighbor Classification with Spheres of Confidence. FLAIRS Conference 2008: 282-287 | |
| c22 | Rikard König, Ulf Johansson, Lars Niklasson: Using Genetic Programming to Increase Rule Quality. FLAIRS Conference 2008: 288-293 | |
| c21 | Rikard König, Ulf Johansson, Lars Niklasson: G-REX: A Versatile Framework for Evolutionary Data Mining. ICDM Workshops 2008: 971-974 | |
| c20 | Tuve Löfström, Ulf Johansson, Henrik Boström: On the Use of Accuracy and Diversity Measures for Evaluating and Selecting Ensembles of Classifiers. ICMLA 2008: 127-132 | |
| c19 | Cecilia Sönströd, Ulf Johansson, Ulf Norinder, Henrik Boström: Comprehensible Models for Predicting Molecular Interaction with Heart-Regulating Genes. ICMLA 2008: 559-564 | |
| c18 | Ulf Johansson, Tuve Löfström, Henrik Boström: The problem with ranking ensembles based on training or validation performance. IJCNN 2008: 3222-3228 | |
| c17 | Ulf Johansson, Tuve Löfström, Lars Niklasson: Evaluating Standard Techniques for Implicit Diversity. PAKDD 2008: 592-599 | |
| c16 | Ulf Johansson, Cecilia Sönströd, Tuve Löfström, Henrik Boström: Chipper - A Novel Algorithm for Concept Description. SCAI 2008: 133-140 | |
| 2007 | ||
| c15 | Rikard König, Ulf Johansson, Lars Niklasson: Genetic programming - a tool for flexible rule extraction. IEEE Congress on Evolutionary Computation 2007: 1304-1310 | |
| c14 | Cecilia Sönströd, Ulf Johansson, Rikard König: Towards a Unified View on Concept Description. DMIN 2007: 59-65 | |
| c13 | Rikard König, Ulf Johansson, Lars Niklasson: Instance Ranking using Ensemble Spread. DMIN 2007: 73-78 | |
| c12 | Ulf Johansson, Tuve Löfström, Lars Niklasson: The Importance of Diversity in Neural Network Ensembles - An Empirical Investigation. IJCNN 2007: 661-666 | |
| c11 | ||
| c10 | ||
| 2006 | ||
| c9 | Ulf Johansson, Tuve Löfström, Rikard König, Lars Niklasson: Introducing GEMS - A Novel Technique for Ensemble Creation. FLAIRS Conference 2006: 700-705 | |
| c8 | Ulf Johansson, Tuve Löfström, Rikard König, Lars Niklasson: Genetically Evolved Trees Representing Ensembles. ICAISC 2006: 613-622 | |
| c7 | Ulf Johansson, Tuve Löfström, Rikard König, Cecilia Sönströd, Lars Niklasson: Rule Extraction from Opaque Models-- A Slightly Different Perspective. ICMLA 2006: 22-27 | |
| c6 | Ulf Johansson, Cecilia Sönströd, Lars Niklasson: Explaining Winning Poker--A Data Mining Approach. ICMLA 2006: 129-134 | |
| c5 | Ulf Johansson, Tuve Löfström, Rikard König, Lars Niklasson: Building Neural Network Ensembles using Genetic Programming. IJCNN 2006: 1260-1265 | |
| 2005 | ||
| c4 | Ulf Johansson, Tuve Löfström, Lars Niklasson: Obtaining Accurate Neural Network Ensembles. CIMCA/IAWTIC 2005: 103-108 | |
| 2004 | ||
| c3 | Ulf Johansson, Rikard König, Lars Niklasson: The Truth is In There - Rule Extraction from Opaque Models Using Genetic Programming. FLAIRS Conference 2004: 658-663 | |
| c2 | Ulf Johansson, Cecilia Sönströd, Lars Niklasson: Why rule extraction matters. IASTED Conf. on Software Engineering and Applications 2004: 47-52 | |
| c1 | Tuve Löfström, Ulf Johansson, Lars Niklasson: Rule Extraction by Seeing Through the Model. ICONIP 2004: 555-560 | |
| 2003 | ||
| j1 | Beverly A. Wagner, Ian Fillis, Ulf Johansson: An empirical investigation into e-business adoption in the Scottish smaller firm. IJEB 1(4): 408-422 (2003) | |
| 1 | Henrik Boström | |
| 2 | Ian Fillis | |
| 3 | Patrick Gabrielsson | |
| 4 | Rikard König | |
| 5 | Tuve Löfström | |
| 6 | Lars Niklasson | |
| 7 | Ulf Norinder | |
| 8 | Cecilia Sönströd | |
| 9 | Beverly A. Wagner |
Colors in the list of coauthors
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