| 2008 |
|---|
| 11 | EE | Anders Isaksson,
M. Wallman,
Hanna Göransson,
Mats G. Gustafsson:
Cross-validation and bootstrapping are unreliable in small sample classification.
Pattern Recognition Letters 29(14): 1960-1965 (2008) |
| 2007 |
|---|
| 10 | EE | Alvaro Martinez Barrio,
Daniel Soeria-Atmadja,
Anders Nistér,
Mats G. Gustafsson,
Ulf Hammerling,
Erik Bongcam-Rudloff:
EVALLER: a web server for in silico assessment of potential protein allergenicity.
Nucleic Acids Research 35(Web-Server-Issue): 694-700 (2007) |
| 2006 |
|---|
| 9 | EE | Ulrika Wickenberg-Bolin,
Hanna Göransson,
Mårten Fryknäs,
Mats G. Gustafsson,
Anders Isaksson:
Improved variance estimation of classification performance via reduction of bias caused by small sample size.
BMC Bioinformatics 7: 127 (2006) |
| 8 | EE | Claes R. Andersson,
Anders Isaksson,
Mats G. Gustafsson:
Bayesian detection of periodic mRNA time profiles without use of training examples.
BMC Bioinformatics 7: 63 (2006) |
| 2005 |
|---|
| 7 | EE | Eva Freyhult,
Peteris Prusis,
Maris Lapinsh,
Jarl E. S. Wikberg,
Vincent Moulton,
Mats G. Gustafsson:
Unbiased descriptor and parameter selection confirms the potential of proteochemometric modelling.
BMC Bioinformatics 6: 50 (2005) |
| 6 | EE | Åsa K. Björklund,
Daniel Soeria-Atmadja,
Anna Zorzet,
Ulf Hammerling,
Mats G. Gustafsson:
Supervised identification of allergen-representative peptides for in silico detection of potentially allergenic proteins.
Bioinformatics 21(1): 39-50 (2005) |
| 5 | EE | Daniel E. Asraf,
Mats G. Gustafsson:
Detection of multiple transient signals with unknown arrival times.
IEEE Transactions on Information Theory 51(5): 1856-1860 (2005) |
| 4 | EE | Mats G. Gustafsson:
Independent Component Analysis Yields Chemically Interpretable Latent Variables in Multivariate Regression.
Journal of Chemical Information and Modeling 45(5): 1244-1255 (2005) |
| 2004 |
|---|
| 3 | EE | Daniel E. Asraf,
Mats G. Gustafsson:
An analytical series expansion solution to the problem of noncoherent detection.
IEEE Transactions on Information Theory 50(12): 3369-3375 (2004) |
| 2002 |
|---|
| 2 | EE | Anna Zorzet,
Mats G. Gustafsson,
Ulf Hammerling:
Prediction of food protein allergenicity: a bioinformatic learning systems approach.
In Silico Biology 2: 48 (2002) |
| 2001 |
|---|
| 1 | EE | Mats G. Gustafsson:
A Probabilistic Derivation of the Partial Least-Squares Algorithm.
Journal of Chemical Information and Computer Sciences 41(2): 288-294 (2001) |
