Juho Rousu

	2011
39		Esa Pitkänen, Juho Rousu, Mikko Arvas: Minimum Mutation Algorithm for Gapless Metabolic Network Evolution. BIOINFORMATICS 2011: 28-38
38		Hongyu Su, Juho Rousu: Multi-task Drug Bioactivity Classification with Graph Labeling Ensembles. PRIB 2011: 157-167
	2010
37		Katja Astikainen, Esa Pitkänen, Juho Rousu, Liisa Holm, Sándor Szedmák: Reaction Kernels - Structured Output Prediction Approaches for Novel Enzyme Function. BIOINFORMATICS 2010: 48-55
36		Hongyu Su, Markus Heinonen, Juho Rousu: Structured Output Prediction of Anti-cancer Drug Activity. PRIB 2010: 38-49
35		Saso Dzeroski, Pierre Geurts, Juho Rousu: Preface. Journal of Machine Learning Research - Proceedings Track 8: 1-2 (2010)
	2008
34		Esa Pitkänen, Ari Rantanen, Juho Rousu, Esko Ukkonen: A Computational Method for Reconstructing Gapless Metabolic Networks. BIRD 2008: 288-302
33		Ari Rantanen, Juho Rousu, Paula Jouhten, Nicola Zamboni, Hannu Maaheimo, Esko Ukkonen: An analytic and systematic framework for estimating metabolic flux ratios from 13C tracer experiments. BMC Bioinformatics 9: (2008)
	2007
32		Samuel Kaski, Juho Rousu, Esko Ukkonen: Probabilistic modeling and machine learning in structural and systems biology. BMC Bioinformatics 8(S-2): (2007)
31		Jorma Rissanen, Peter D. Grünwald, Jukka Heikkonen, Petri Myllymäki, Teemu Roos, Juho Rousu: Information Theoretic Methods for Bioinformatics. EURASIP J. Bioinformatics and Systems Biology 2007: (2007)
	2006
30		Markus Heinonen, Ari Rantanen, Taneli Mielikäinen, Esa Pitkänen, Juha Kokkonen, Juho Rousu: Ab Initio Prediction of Molecular Fragments from Tandem Mass Spectrometry Data. German Conference on Bioinformatics 2006: 40-53
29		Tapio Elomaa, Jussi Kujala, Juho Rousu: Practical Approximation of Optimal Multivariate Discretization. ISMIS 2006: 612-621
28		Ari Rantanen, Taneli Mielikäinen, Juho Rousu, Hannu Maaheimo, Esko Ukkonen: Planning optimal measurements of isotopomer distributions for estimation of metabolic fluxes. Bioinformatics 22(10): 1198-1206 (2006)
27		Juho Rousu, Craig Saunders, Sándor Szedmák, John Shawe-Taylor: Kernel-Based Learning of Hierarchical Multilabel Classification Models. Journal of Machine Learning Research 7: 1601-1626 (2006)
26		Ari Rantanen, Hannu Maaheimo, Esa Pitkänen, Juho Rousu, Esko Ukkonen: Equivalence of Metabolite Fragments and Flow Analysis of Isotopomer Distributions for Flux Estimation. T. Comp. Sys. Biology: 198-220 (2006)
	2005
25		Tapio Elomaa, Jussi Kujala, Juho Rousu: Approximation Algorithms for Minimizing Empirical Error by Axis-Parallel Hyperplanes. ECML 2005: 547-555
24		Ari Rantanen, Taneli Mielikäinen, Juho Rousu, Esko Ukkonen: Planning isotopomer measurements for estimation of metabolic fluxes. German Conference on Bioinformatics 2005: 177-191
23		Juho Rousu, Craig Saunders, Sándor Szedmák, John Shawe-Taylor: Learning hierarchical multi-category text classification models. ICML 2005: 744-751
22		Esa Pitkänen, Ari Rantanen, Juho Rousu, Esko Ukkonen: Finding Feasible Pathways in Metabolic Networks. Panhellenic Conference on Informatics 2005: 123-133
21		Juho Rousu, John Shawe-Taylor: Efficient Computation of Gapped Substring Kernels on Large Alphabets. Journal of Machine Learning Research 6: 1323-1344 (2005)
	2004
20		Tapio Elomaa, Juho Rousu: Efficient Multisplitting Revisited: Optima-Preserving Elimination of Partition Candidates. Data Min. Knowl. Discov. 8(2): 97-126 (2004)
	2003
19		Juho Rousu, Ari Rantanen, Hannu Maaheimo, Esa Pitkänen, Katja Saarela, Esko Ukkonen: A Method for Estimating Metabolic Fluxes from Incomplete Isotopomer Information. CMSB 2003: 88-103
18		Tapio Elomaa, Juho Rousu: On Decision Boundaries of Naïve Bayes in Continuous Domains. PKDD 2003: 144-155
17		Tapio Elomaa, Juho Rousu: Necessary and Sufficient Pre-processing in Numerical Range Discretization. Knowl. Inf. Syst. 5(2): 162-182 (2003)
	2002
16		Tapio Elomaa, Juho Rousu: Fast Minimum Training Error Discretization. ICML 2002: 131-138
15		Tapio Elomaa, Juho Rousu: Linear-Time Preprocessing in Optimal Numerical Range Partitioning. J. Intell. Inf. Syst. 18(1): 55-70 (2002)
	2001
14		Tapio Elomaa, Juho Rousu: Preprocessing Opportunities in Optimal Numerical Range Partitioning. ICDM 2001: 115-122
13		Tapio Elomaa, Juho Rousu: On the Computational Complexity of Optimal Multisplitting. Fundam. Inform. 47(1-2): 35-52 (2001)
	2000
12		Tapio Elomaa, Juho Rousu: Generalizing Boundary Points. AAAI/IAAI 2000: 570-576
11		Tapio Elomaa, Juho Rousu: On the Complexity of Optimal Multisplitting. ISMIS 2000: 552-561
	1999
10		Juho Rousu, Tapio Elomaa, Robert J. Aarts: Predicting the Speed of Beer Fermentation in Laboratory and Industrial Scale. IWANN (2) 1999: 893-901
9		Tapio Elomaa, Juho Rousu: Speeding Up the Search for Optimal Partitions. PKDD 1999: 89-97
8		Tapio Elomaa, Juho Rousu: General and Efficient Multisplitting of Numerical Attributes. Machine Learning 36(3): 201-244 (1999)
	1998
7		Tapio Elomaa, Juho Rousu: Postponing the Evaluation of Attributes with a High Number of Boundary Points. PKDD 1998: 221-229
	1997
6		Robert J. Aarts, Juho Rousu: Qualitative Knowledge to Support Reasoning About Cases. ICCBR 1997: 489-498
5		Tapio Elomaa, Juho Rousu: Well-Behaved Evaluation Functions for Numerical Attributes. ISMIS 1997: 147-156
4		Tapio Elomaa, Juho Rousu: Efficient Multisplitting on Numerical Data. PKDD 1997: 178-188
3		Tapio Elomaa, Juho Rousu: On the Well-Behavedness of Important Attribute Evaluation Functions. SCAI 1997: 95-106
	1996
2		Robert J. Aarts, Juho Rousu: Towards CBR for Bioprocess Planning. EWCBR 1996: 16-27
1		Juho Rousu, Robert J. Aarts: Adaptation Cost as a Criterion for Solution Evaluation. EWCBR 1996: 354-361

Coauthor Index

1	Robert J. Aarts	[1] [2] [6] [10]
2	Mikko Arvas	[39]
3	Katja Astikainen	[37]
4	Saso Dzeroski	[35]
5	Tapio Elomaa	[3] [4] [5] [7] [8] [9] [10] [11] [12] [13] [14] [15] [16] [17] [18] [20] [25] [29]
6	Pierre Geurts	[35]
7	Peter Grünwald (Peter D. Grünwald, Peter Grunwald)	[31]
8	Jukka Heikkonen	[31]
9	Markus Heinonen	[30] [36]
10	Liisa Holm	[37]
11	Paula Jouhten	[33]
12	Samuel Kaski	[32]
13	Juha Kokkonen	[30]
14	Jussi Kujala	[25] [29]
15	Hannu Maaheimo	[19] [26] [28] [33]
16	Taneli Mielikäinen	[24] [28] [30]
17	Petri Myllymäki	[31]
18	Esa Pitkänen	[19] [22] [26] [30] [34] [37] [39]
19	Ari Rantanen	[19] [22] [24] [26] [28] [30] [33] [34]
20	Jorma Rissanen	[31]
21	Teemu Roos	[31]
22	Katja Saarela	[19]
23	Craig Saunders	[23] [27]
24	John Shawe-Taylor	[21] [23] [27]
25	Hongyu Su	[36] [38]
26	Sándor Szedmák	[23] [27] [37]
27	Esko Ukkonen	[19] [22] [24] [26] [28] [32] [33] [34]
28	Nicola Zamboni	[33]

Colors in the list of coauthors

Last update Sun Feb 12 22:50:56 2012 CET by the DBLP Team — Data released under the ODC-BY 1.0 license — See also our legal information page