Ulf Johansson

	2012
44		Ulf Johansson, Cecilia Sönströd, Tuve Löfström, Henrik Boström: Obtaining accurate and comprehensible classifiers using oracle coaching. Intell. Data Anal. 16(2): 247-263 (2012)
	2011
43		Cecilia Sönströd, Ulf Johansson, Rikard König: Evolving accurate and comprehensible classification rules. IEEE Congress on Evolutionary Computation 2011: 1436-1443
42		Ulf Johansson, Cecilia Sönströd, Tuve Löfström: One tree to explain them all. IEEE Congress on Evolutionary Computation 2011: 1444-1451
41		Ulf Johansson, Tuve Löfström, Cecilia Sönströd: Locally induced predictive models. SMC 2011: 1735-1740
	2010
40		Ulf Johansson, Rikard König, Tuve Löfström, Lars Niklasson: Using Imaginary Ensembles to Select GP Classifiers. EuroGP 2010: 278-288
39		Ulf Johansson, Rikard König, Lars Niklasson: Genetic rule extraction optimizing brier score. GECCO 2010: 1007-1014
38		Ulf Johansson, Cecilia Sönströd, Tuve Löfström: Oracle Coached Decision Trees and Lists. IDA 2010: 67-78
37		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
36		Tuve Löfström, Ulf Johansson, Henrik Boström: Comparing methods for generating diverse ensembles of artificial neural networks. IJCNN 2010: 1-6
35		Cecilia Sönströd, Ulf Johansson, Henrik Boström, Ulf Norinder: Pin-pointing concept descriptions. SMC 2010: 2956-2963
34		Ulf Johansson, Rikard König, Lars Niklasson: Genetically Evolved kNN Ensembles. Data Mining 2010: 299-313
	2009
33		Ulf Johansson, Lars Niklasson: Evolving decision trees using oracle guides. CIDM 2009: 238-244
32		Tuve Löfström, Ulf Johansson, Henrik Boström: Ensemble member selection using multi-objective optimization. CIDM 2009: 245-251
31		Cecilia Sönströd, Ulf Johansson, Tuve Löfström: Evaluating Algorithms for Concept Description. DMIN 2009: 354-360
30		Ulf Johansson, Cecilia Sönströd: Fish or Shark - Data Mining Online Poker. DMIN 2009: 97-103
29		Ulf Johansson, Cecilia Sönströd, Tuve Löfström, Rikard König: Using genetic programming to obtain implicit diversity. IEEE Congress on Evolutionary Computation 2009: 2454-2459
28		Ulf Johansson, Rikard König, Tuve Löfström, Cecilia Sönströd, Lars Niklasson: Post-processing Evolved Decision Trees. Foundations of Computational Intelligence (4) 2009: 149-164
	2008
27		Ulf Johansson, Rikard König, Lars Niklasson: Evolving a Locally Optimized Instance Based Learner. DMIN 2008: 124-129
26		Cecilia Sönströd, Ulf Johansson, Rikard König, Lars Niklasson: Genetic Decision Lists for Concept Description. DMIN 2008: 450-456
25		Ulf Johansson, Henrik Boström, Rikard König: Extending Nearest Neighbor Classification with Spheres of Confidence. FLAIRS Conference 2008: 282-287
24		Rikard König, Ulf Johansson, Lars Niklasson: Using Genetic Programming to Increase Rule Quality. FLAIRS Conference 2008: 288-293
23		Rikard König, Ulf Johansson, Lars Niklasson: G-REX: A Versatile Framework for Evolutionary Data Mining. ICDM Workshops 2008: 971-974
22		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
21		Cecilia Sönströd, Ulf Johansson, Ulf Norinder, Henrik Boström: Comprehensible Models for Predicting Molecular Interaction with Heart-Regulating Genes. ICMLA 2008: 559-564
20		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
19		Ulf Johansson, Tuve Löfström, Henrik Boström: The problem with ranking ensembles based on training or validation performance. IJCNN 2008: 3222-3228
18		Ulf Johansson, Tuve Löfström, Lars Niklasson: Evaluating Standard Techniques for Implicit Diversity. PAKDD 2008: 592-599
17		Ulf Johansson, Cecilia Sönströd, Tuve Löfström, Henrik Boström: Chipper - A Novel Algorithm for Concept Description. SCAI 2008: 133-140
	2007
16		Cecilia Sönströd, Ulf Johansson, Rikard König: Towards a Unified View on Concept Description. DMIN 2007: 59-65
15		Rikard König, Ulf Johansson, Lars Niklasson: Instance Ranking using Ensemble Spread. DMIN 2007: 73-78
14		Rikard König, Ulf Johansson, Lars Niklasson: Genetic programming - a tool for flexible rule extraction. IEEE Congress on Evolutionary Computation 2007: 1304-1310
13		Ulf Johansson, Rikard König, Lars Niklasson: Inconsistency - Friend or Foe. IJCNN 2007: 1383-1388
12		Cecilia Sönströd, Ulf Johansson: Concept Description - A Fresh Look. IJCNN 2007: 2415-2420
11		Ulf Johansson, Tuve Löfström, Lars Niklasson: The Importance of Diversity in Neural Network Ensembles - An Empirical Investigation. IJCNN 2007: 661-666
	2006
10		Ulf Johansson, Tuve Löfström, Rikard König, Lars Niklasson: Introducing GEMS - A Novel Technique for Ensemble Creation. FLAIRS Conference 2006: 700-705
9		Ulf Johansson, Tuve Löfström, Rikard König, Lars Niklasson: Genetically Evolved Trees Representing Ensembles. ICAISC 2006: 613-622
8		Ulf Johansson, Cecilia Sönströd, Lars Niklasson: Explaining Winning Poker--A Data Mining Approach. ICMLA 2006: 129-134
7		Ulf Johansson, Tuve Löfström, Rikard König, Cecilia Sönströd, Lars Niklasson: Rule Extraction from Opaque Models-- A Slightly Different Perspective. ICMLA 2006: 22-27
6		Ulf Johansson, Tuve Löfström, Rikard König, Lars Niklasson: Building Neural Network Ensembles using Genetic Programming. IJCNN 2006: 1260-1265
	2005
5		Ulf Johansson, Tuve Löfström, Lars Niklasson: Obtaining Accurate Neural Network Ensembles. CIMCA/IAWTIC 2005: 103-108
	2004
4		Ulf Johansson, Rikard König, Lars Niklasson: The Truth is In There - Rule Extraction from Opaque Models Using Genetic Programming. FLAIRS Conference 2004
3		Ulf Johansson, Cecilia Sönströd, Lars Niklasson: Why rule extraction matters. IASTED Conf. on Software Engineering and Applications 2004: 47-52
2		Tuve Löfström, Ulf Johansson, Lars Niklasson: Rule Extraction by Seeing Through the Model. ICONIP 2004: 555-560
	2003
1		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)

Coauthor Index

1	Henrik Boström	[17] [19] [21] [22] [25] [32] [35] [36] [44]
2	Ian Fillis	[1]
3	Rikard König	[4] [6] [7] [9] [10] [13] [14] [15] [16] [20] [23] [24] [25] [26] [27] [28] [29] [34] [37] [39] [40] [43]
4	Tuve Löfström	[2] [5] [6] [7] [9] [10] [11] [17] [18] [19] [20] [22] [28] [29] [31] [32] [36] [37] [38] [40] [41] [42] [44]
5	Lars Niklasson	[2] [3] [4] [5] [6] [7] [8] [9] [10] [11] [13] [14] [15] [18] [20] [23] [24] [26] [27] [28] [33] [34] [37] [39] [40]
6	Ulf Norinder	[21] [35]
7	Cecilia Sönströd	[3] [7] [8] [12] [16] [17] [21] [26] [28] [29] [30] [31] [35] [38] [41] [42] [43] [44]
8	Beverly A. Wagner	[1]

Colors in the list of coauthors

Last update Fri Jun 1 15:44:53 2012 CET by the DBLP Team — Data released under the ODC-BY 1.0 license — See also our legal information page