Mikko J. Sillanpää

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 19

Top Topics

Gaussian Process Models

Bayesian Model Selection

Spatial Clustering

Top Venues

SIAM J. Imaging Sci.

Publications

Yuhua Fan, Ilkka Launonen, Mikko J. Sillanpää, Patrik Waldmann
Evaluation of Sparse Proximal Multi-Task Learning for Genome-Wide Prediction. IEEE Access 12 (2024)
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) (2024)
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)
Arttu Arjas, Mikko J. Sillanpää, Andreas Hauptmann
Sequential model correction for nonlinear inverse problems. CoRR (2023)
Olli Sarala, Tanja Pyhäjärvi, Mikko J. Sillanpää
BELMM: Bayesian model selection and random walk smoothing in time-series clustering. Bioinform. 39 (10) (2023)
Hamza Djelouat, Markku J. Juntti, Mikko J. Sillanpää
Device Detection and Channel Estimation in MTC with Correlated Activity Pattern. ACSSC (2023)
Arttu Arjas, Mikko J. Sillanpää, Andreas Hauptmann
Sequential Model Correction for Nonlinear Inverse Problems. SIAM J. Imaging Sci. 16 (4) (2023)
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 (2021)
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)
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 (2021)
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) (2021)
Markku Kuismin, Mikko J. Sillanpää
MCPeSe: Monte Carlo penalty selection for graphical lasso. Bioinform. 37 (5) (2021)
Arttu Arjas, Andreas Hauptmann, Mikko J. Sillanpää
Estimation of dynamic SNP-heritability with Bayesian Gaussian process models. Bioinform. 36 (12) (2020)
Arttu Arjas, Lassi Roininen, Mikko J. Sillanpää, Andreas Hauptmann
Blind Hierarchical Deconvolution. MLSP (2020)
Arttu Arjas, Lassi Roininen, Mikko J. Sillanpää, Andreas Hauptmann
Blind hierarchical deconvolution. CoRR (2020)
Lauri Lovén, Tero Lähderanta, Leena Ruha, Teemu Leppänen, Ella Peltonen, Jukka Riekki, Mikko J. Sillanpää
Scaling up an Edge Server Deployment. PerCom Workshops (2020)
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 (2020)
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 (2019)
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) (2019)
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) (2011)
Dario Gasbarra, Matti Pirinen, Mikko J. Sillanpää, Elja Arjas
Estimating genealogies from linked marker data: a Bayesian approach. BMC Bioinform. 8 (2007)
Jukka Corander, Patrik Waldmann, Pekka Marttinen, Mikko J. Sillanpää
BAPS 2: enhanced possibilities for the analysis of genetic population structure. Bioinform. 20 (15) (2004)