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ORCIDMikko J. Sillanpää
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2020 – today
- 2024
[j14]Yuhua Fan
, Ilkka Launonen, Mikko J. Sillanpää, Patrik Waldmann:
Evaluation of Sparse Proximal Multi-Task Learning for Genome-Wide Prediction. IEEE Access 12: 51665-51675 (2024)- [j13]Tero Lähderanta, Lauri Lovén, Leena Ruha, Teemu Leppänen, Ilkka Launonen, Jukka Riekki, Mikko J. Sillanpää:
Capacitated spatial clustering with multiple constraints and attributes. Eng. Appl. Artif. Intell. 127(Part A): 107182 (2024) - 2023
- [j12]Olli Sarala, Tanja Pyhäjärvi, Mikko J. Sillanpää:
BELMM: Bayesian model selection and random walk smoothing in time-series clustering. Bioinform. 39(10) (2023) - [j11]Arttu Arjas, Mikko J. Sillanpää, Andreas Hauptmann:
Sequential Model Correction for Nonlinear Inverse Problems. SIAM J. Imaging Sci. 16(4): 2015-2039 (2023) - [c4]Hamza Djelouat, Markku J. Juntti, Mikko J. Sillanpää:
Device Detection and Channel Estimation in MTC with Correlated Activity Pattern. ACSSC 2023: 393-397 - [c3]S. S. Krishna Chaitanya Bulusu, Nuutti Tervo, Praneeth Susarla, Mikko J. Sillanpää, Olli Silvén, Markku J. Juntti, Aarno Pärssinen:
Machine Learning-Aided Piece-Wise Modeling Technique of Power Amplifier for Digital Predistortion. ICASSP 2023: 1-5 - [i4]Arttu Arjas, Mikko J. Sillanpää, Andreas Hauptmann:
Sequential model correction for nonlinear inverse problems. CoRR abs/2301.10094 (2023) - 2021
- [j10]Markku Kuismin, Mikko J. Sillanpää:
MCPeSe: Monte Carlo penalty selection for graphical lasso. Bioinform. 37(5): 726-727 (2021) - [j9]Tero Lähderanta, Teemu Leppänen, Leena Ruha, Lauri Lovén, Erkki Harjula, Mika Ylianttila, Jukka Riekki, Mikko J. Sillanpää:
Edge computing server placement with capacitated location allocation. J. Parallel Distributed Comput. 153: 130-149 (2021) - [j8]Juho A. J. Kontio, Tanja Pyhäjärvi, Mikko J. Sillanpää:
Model guided trait-specific co-expression network estimation as a new perspective for identifying molecular interactions and pathways. PLoS Comput. Biol. 17(5) (2021) - [j7]Lauri Lovén, Tero Lähderanta, Leena Ruha, Ella Peltonen, Ilkka Launonen, Mikko J. Sillanpää, Jukka Riekki, Susanna Pirttikangas:
EDISON: An Edge-Native Method and Architecture for Distributed Interpolation. Sensors 21(7): 2279 (2021) - [i3]Arttu Arjas, Erwin J. Alles, Efthymios Maneas, Simon R. Arridge, Adrien E. Desjardins, Mikko J. Sillanpää, Andreas Hauptmann:
Neural Network Kalman filtering for 3D object tracking from linear array ultrasound data. CoRR abs/2111.09631 (2021) - 2020
- [j6]Arttu Arjas, Andreas Hauptmann, Mikko J. Sillanpää:
Estimation of dynamic SNP-heritability with Bayesian Gaussian process models. Bioinform. 36(12): 3795-3802 (2020) - [j5]Jaakko Tervonen, Sampsa Puttonen, Mikko J. Sillanpää, Leila Hopsu, Zsolt Homorodi, Janne Keränen, Janne Pajukanta, Antti Tolonen, Arttu Lämsä, Jani Mäntyjärvi:
Personalized mental stress detection with self-organizing map: From laboratory to the field. Comput. Biol. Medicine 124: 103935 (2020) - [c2]Arttu Arjas, Lassi Roininen, Mikko J. Sillanpää, Andreas Hauptmann:
Blind Hierarchical Deconvolution. MLSP 2020: 1-6 - [c1]Lauri Lovén, Tero Lähderanta, Leena Ruha, Teemu Leppänen, Ella Peltonen, Jukka Riekki, Mikko J. Sillanpää:
Scaling up an Edge Server Deployment. PerCom Workshops 2020: 1-7 - [i2]Arttu Arjas, Lassi Roininen, Mikko J. Sillanpää, Andreas Hauptmann:
Blind hierarchical deconvolution. CoRR abs/2007.11391 (2020)
2010 – 2019
- 2019
- [j4]Jarno Vanhatalo, Zitong Li, Mikko J. Sillanpää:
A Gaussian process model and Bayesian variable selection for mapping function-valued quantitative traits with incomplete phenotypic data. Bioinform. 35(19): 3684-3692 (2019) - [i1]Tero Lähderanta, Teemu Leppänen, Leena Ruha, Lauri Lovén, Erkki Harjula, Mika Ylianttila, Jukka Riekki, Mikko J. Sillanpää:
Edge server placement with capacitated location allocation. CoRR abs/1907.07349 (2019) - 2011
- [j3]Dario Gasbarra, Sangita Kulathinal, Matti Pirinen, Mikko J. Sillanpää:
Estimating Haplotype Frequencies by Combining Data from Large DNA Pools with Database Information. IEEE ACM Trans. Comput. Biol. Bioinform. 8(1): 36-44 (2011)
2000 – 2009
- 2007
- [j2]Dario Gasbarra, Matti Pirinen, Mikko J. Sillanpää, Elja Arjas:
Estimating genealogies from linked marker data: a Bayesian approach. BMC Bioinform. 8 (2007) - 2004
- [j1]Jukka Corander, Patrik Waldmann, Pekka Marttinen, Mikko J. Sillanpää:
BAPS 2: enhanced possibilities for the analysis of genetic population structure. Bioinform. 20(15): 2363-2369 (2004)
Coauthor Index
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