Henrik Boström

	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		Henrik Boström: Concurrent Learning of Large-Scale Random Forests. SCAI 2011: 20-29
	2010
42		Thashmee Karunaratne, Henrik Boström, Ulf Norinder: Pre-Processing Structured Data for Standard Machine Learning Algorithms by Supervised Graph Propositionalization - A Case Study with Medicinal Chemistry Datasets. ICMLA 2010: 828-833
41		Tuve Löfström, Ulf Johansson, Henrik Boström: Comparing methods for generating diverse ensembles of artificial neural networks. IJCNN 2010: 1-6
40		Cecilia Sönströd, Ulf Johansson, Henrik Boström, Ulf Norinder: Pin-pointing concept descriptions. SMC 2010: 2956-2963
	2009
39		Tuve Löfström, Ulf Johansson, Henrik Boström: Ensemble member selection using multi-objective optimization. CIDM 2009: 245-251
38		Thashmee Karunaratne, Henrik Boström: Graph Propositionalization for Random Forests. ICMLA 2009: 196-201
37		Sampath Deegalla, Henrik Boström: Improving Fusion of Dimensionality Reduction Methods for Nearest Neighbor Classification. ICMLA 2009: 771-775
36		Catarina Dudas, Henrik Boström: Using uncertain chemical and thermal data to predict product quality in a casting process. KDD Workshop on Knowledge Discovery from Uncertain Data 2009: 57-61
	2008
35		Ulf Johansson, Henrik Boström, Rikard König: Extending Nearest Neighbor Classification with Spheres of Confidence. FLAIRS Conference 2008: 282-287
34		Henrik Boström: Calibrating Random Forests. ICMLA 2008: 121-126
33		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
32		Cecilia Sönströd, Ulf Johansson, Ulf Norinder, Henrik Boström: Comprehensible Models for Predicting Molecular Interaction with Heart-Regulating Genes. ICMLA 2008: 559-564
31		Ulf Johansson, Tuve Löfström, Henrik Boström: The problem with ranking ensembles based on training or validation performance. IJCNN 2008: 3222-3228
30		Ulf Johansson, Cecilia Sönströd, Tuve Löfström, Henrik Boström: Chipper - A Novel Algorithm for Concept Description. SCAI 2008: 133-140
	2007
29		Henrik Boström: Estimating class probabilities in random forests. ICMLA 2007: 211-216
28		Sampath Deegalla, Henrik Boström: Classification of Microarrays with kNN: Comparison of Dimensionality Reduction Methods. IDEAL 2007: 800-809
27		Thashmee Karunaratne, Henrik Boström: Using Background Knowledge for Graph Based Learning: A Case Study in Chemoinformatics. IMECS 2007: 153-157
26		Henrik Boström: Maximizing the Area under the ROC Curve with Decision Lists and Rule Sets. SDM 2007
	2006
25		Thashmee Karunaratne, Henrik Boström: Learning to classify structured data by graph propositionalization. Computational Intelligence 2006: 283-288
24		Sampath Deegalla, Henrik Boström: Reducing High-Dimensional Data by Principal Component Analysis vs. Random Projection for Nearest Neighbor Classification. ICMLA 2006: 245-250
	2004
23		Tony Lindgren, Henrik Boström: Resolving rule conflicts with double induction. Intell. Data Anal. 8(5): 457-468 (2004)
	2003
22		Tony Lindgren, Henrik Boström: Resolving Rule Conflicts with Double Induction. IDA 2003: 60-67
	2002
21		Tony Lindgren, Henrik Boström: Classification with Intersecting Rules. ALT 2002: 395-402
20		Per Lidén, Lars Asker, Henrik Boström: Rule Induction for Classification of Gene Expression Array Data. PKDD 2002: 338-347
	2001
19		Mikael Huss, Henrik Boström, Lars Asker, Joakim Cöster: Learning to recognize brain specific proteins based on low-level features from on-line prediction servers. BIOKDD 2001: 45-49
18		Anette Hulth, Jussi Karlgren, Anna Jonsson, Henrik Boström, Lars Asker: Automatic Keyword Extraction Using Domain Knowledge. CICLing 2001: 472-482
17		Martin Eineborg, Henrik Boström: Classifying Uncovered Examples by Rule Stretching. ILP 2001: 41-50
16		Juan J. Rodríguez Diez, Carlos Alonso González, Henrik Boström: Boosting interval based literals. Intell. Data Anal. 5(3): 245-262 (2001)
	2000
15		Juan José Rodríguez, Carlos J. Alonso, Henrik Boström: Learning First Order Logic Time Series Classifiers. ILP Work-in-progress reports 2000
14		Juan J. Rodríguez Diez, Carlos Alonso González, Henrik Boström: Learning First Order Logic Time Series Classifiers: Rules and Boosting. PKDD 2000: 299-308
	1999
13		Henrik Boström, Lars Asker: Combining Divide-and-Conquer and Separate-and-Conquer for Efficient and Effective Rule Induction. ILP 1999: 33-43
12		Henrik Boström: Induction of Recursive Transfer Rules. Learning Language in Logic 1999: 237-246
11		Henrik Boström, Peter Idestam-Almquist: Induction of Logic Programs by Example-Guided Unfolding. J. Log. Program. 40(2-3): 159-183 (1999)
	1998
10		Henrik Boström: Predicate Invention and Learning from Positive Examples Only. ECML 1998: 226-237
	1997
9		Zoltán Alexin, Tibor Gyimóthy, Henrik Boström: IMPUT: An Interactive Learning Tool Based on Program Specialization. Intell. Data Anal. 1(1-4): 219-244 (1997)
	1996
8		Zoltán Alexin, Tibor Gyimóthy, Henrik Boström: Integrating Algorithmic Debugging and Unfolding Transformation in an Interactive Learner. ECAI 1996: 403-407
7		Henrik Boström: Theory-Guideed Induction of Logic Programs by Inference of Regular Languages. ICML 1996: 46-53
	1995
6		Hilde Adé, Henrik Boström: JIGSAW: Puzzling together RUTH and SPECTRE (Extended Abstract). ECML 1995: 263-266
5		Henrik Boström: Specialization of Recursive Predicates. ECML 1995: 92-106
4		Henrik Boström: Covering vs. Divide-and-Conquer for Top-Down Induction of Logic Programs. IJCAI 1995: 1194-1200
	1993
3		Henrik Boström: Improving Example-Guided Unfolding. ECML 1993: 124-135
	1991
2		Carl Gustaf Jansson, Henrik Boström, Peter Idestam-Almquist: Optimizing Horn Clause Logic Programs for Particular Modes of Use: An Analysis of Explanation-Based Learning and Partial Evaluation. SCAI 1991: 252-257
	1990
1		Henrik Boström: Generalizing the Order of Goals as an Approach to Generalizing Number. ML 1990: 260-267

Coauthor Index

1	Hilde Adé	[6]
2	Zoltán Alexin	[8] [9]
3	Carlos J. Alonso (Carlos J. Alonso-González)	[15]
4	Lars Asker	[13] [18] [19] [20]
5	Joakim Cöster	[19]
6	Sampath Deegalla	[24] [28] [37]
7	Juan José Rodríguez Diez (Juan J. Rodríguez Diez, Juan José Rodríguez)	[14] [15] [16]
8	Catarina Dudas	[36]
9	Martin Eineborg	[17]
10	Carlos Alonso González	[14] [16]
11	Tibor Gyimóthy	[8] [9]
12	Anette Hulth	[18]
13	Mikael Huss	[19]
14	Peter Idestam-Almquist	[2] [11]
15	Carl Gustaf Jansson	[2]
16	Ulf Johansson	[30] [31] [32] [33] [35] [39] [40] [41] [44]
17	Anna Jonsson	[18]
18	Jussi Karlgren	[18]
19	Thashmee Karunaratne	[25] [27] [38] [42]
20	Rikard König	[35]
21	Per Lidén	[20]
22	Tony Lindgren	[21] [22] [23]
23	Tuve Löfström	[30] [31] [33] [39] [41] [44]
24	Ulf Norinder	[32] [40] [42]
25	Cecilia Sönströd	[30] [32] [40] [44]

Colors in the list of coauthors

Last update Sun May 27 04:04:01 2012 CET by the DBLP Team — Data released under the ODC-BY 1.0 license — See also our legal information page