Ilkka Huopaniemi
Ilkka Huopaniemi
Senior Machine Learning Scientist, Siili Solutions, Helsinki, Finland
Verified email at siili.com
Title
Cited by
Cited by
Year
Langevin dynamics simulations of polymer translocation through nanopores
I Huopaniemi, K Luo, T Ala-Nissila, SC Ying
The Journal of chemical physics 125 (12), 124901, 2006
1612006
Polymer translocation through a nanopore under an applied external field
K Luo, I Huopaniemi, T Ala-Nissila, SC Ying
The Journal of chemical physics 124 (11), 114704, 2006
1252006
Dynamical scaling exponents for polymer translocation through a nanopore
K Luo, STT Ollila, I Huopaniemi, T Ala-Nissila, P Pomorski, M Karttunen, ...
Physical Review E 78 (5), 050901, 2008
982008
Polymer translocation through a nanopore under a pulling force
I Huopaniemi, K Luo, T Ala-Nissila, SC Ying
Physical Review E 75 (6), 061912, 2007
812007
Multivariate multi-way analysis of multi-source data
I Huopaniemi, T Suvitaival, J Nikkilä, M Orešič, S Kaski
Bioinformatics 26 (12), i391-i398, 2010
522010
High density lipoprotein structural changes and drug response in lipidomic profiles following the long-term fenofibrate therapy in the FIELD substudy
L Yetukuri, I Huopaniemi, A Koivuniemi, M Maranghi, A Hiukka, H Nygren, ...
PLoS One 6 (8), e23589, 2011
312011
Two-way analysis of high-dimensional collinear data
I Huopaniemi, T Suvitaival, J Nikkilä, M Orešič, S Kaski
Data Mining and Knowledge Discovery 19 (2), 261-276, 2009
312009
Dynamics and kinetic roughening of interfaces in two-dimensional forced wetting
T Laurila, C Tong, I Huopaniemi, S Majaniemi, T Ala-Nissila
The European Physical Journal B-Condensed Matter and Complex Systems 46 (4 …, 2005
222005
Disease progression subtype discovery from longitudinal EMR data with a majority of missing values and unknown initial time points
I Huopaniemi, G Nadkarni, R Nadukuru, V Lotay, S Ellis, O Gottesman, ...
AMIA Annual Symposium Proceedings 2014, 709, 2014
172014
Graphical multi-way models
I Huopaniemi, T Suvitaival, M Orešič, S Kaski
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2010
62010
Cross-species translation of multi-way biomarkers
T Suvitaival, I Huopaniemi, M Orešič, S Kaski
International Conference on Artificial Neural Networks, 209-216, 2011
42011
Multi-way, multi-view learning
I Huopaniemi, T Suvitaival, J Nikkilä, M Orešič, S Kaski
arXiv preprint arXiv:0912.3211, 2009
22009
TA-Nissila, and S.-C. Ying
I Huopaniemi, K Luo
J. Chem. Phys 125, 124901, 2006
22006
Computational statistics approaches to study metabolic syndrome
I Huopaniemi, S Kaski
A Systems Biology Approach to Study Metabolic Syndrome, 319-340, 2014
12014
Multivariate multi-way modelling of multiple high-dimensional data sources
I Huopaniemi
Aalto University, 2012
12012
Translating biomarkers between multi-way time-series experiments
I Huopaniemi, T Suvitaival, M Orešič, S Kaski
arXiv preprint arXiv:1012.3407, 2010
2010
ABTEKNILLINEN KORKEAKOULU
I Huopaniemi, T Suvitaival, J Nikkilä, M Orešic, S Kaski
2009
Two-Way Analysis of High-Dimensional Metabolomic Datasets
I Huopaniemi, T Suvitaival, J Nikkilä, M Orešic, S Kaski
Machine Learning in Systems Biology, 163, 2009
2009
Tapio & Pomorski, Pawel & Karttunen, Mikko & Ying, See-Chen & Bhattacharya, Aniket Title: Dynamical scaling exponents for polymer translocation through a nanopore
K Luo, STT Ollila, I Huopaniemi
PHYSICAL REVIEW E Phys Rev E 78, 050901, 2008
2008
Monte Carlo simulations of polymer translocation through a nanopore
T Ala-Nissila, K Luo, I Huopaniemi, SC Ying
APS March Meeting Abstracts, Z25. 004, 2006
2006
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