| 2008 |
|---|
| 30 | EE | Esa Pitkänen,
Ari Rantanen,
Juho Rousu,
Esko Ukkonen:
A Computational Method for Reconstructing Gapless Metabolic Networks.
BIRD 2008: 288-302 |
| 2006 |
|---|
| 29 | EE | Tapio Elomaa,
Jussi Kujala,
Juho Rousu:
Practical Approximation of Optimal Multivariate Discretization.
ISMIS 2006: 612-621 |
| 28 | EE | 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 | EE | 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 | EE | 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 | EE | 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 | EE | Juho Rousu,
Craig Saunders,
Sándor Szedmák,
John Shawe-Taylor:
Learning hierarchical multi-category text classification models.
ICML 2005: 744-751 |
| 22 | EE | Esa Pitkänen,
Ari Rantanen,
Juho Rousu,
Esko Ukkonen:
Finding Feasible Pathways in Metabolic Networks.
Panhellenic Conference on Informatics 2005: 123-133 |
| 21 | EE | 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 | EE | Tapio Elomaa,
Juho Rousu:
Efficient Multisplitting Revisited: Optima-Preserving Elimination of Partition Candidates.
Data Min. Knowl. Discov. 8(2): 97-126 (2004) |
| 2003 |
|---|
| 19 | EE | 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 | EE | Tapio Elomaa,
Juho Rousu:
On Decision Boundaries of Naïve Bayes in Continuous Domains.
PKDD 2003: 144-155 |
| 17 | EE | 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 | EE | 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 | EE | 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 |
