Mikko J. Sillanpää

Orcid: 0000-0003-2808-2768

According to our database1, Mikko J. Sillanpää authored at least 18 papers between 2004 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Bibliography

2024
Capacitated spatial clustering with multiple constraints and attributes.
Eng. Appl. Artif. Intell., January, 2024

2023
Sequential Model Correction for Nonlinear Inverse Problems.
SIAM J. Imaging Sci., December, 2023

BELMM: Bayesian model selection and random walk smoothing in time-series clustering.
Bioinform., October, 2023

Machine Learning-Aided Piece-Wise Modeling Technique of Power Amplifier for Digital Predistortion.
Proceedings of the IEEE International Conference on Acoustics, 2023

2021
EDISON: An Edge-Native Method and Architecture for Distributed Interpolation.
Sensors, 2021

Model guided trait-specific co-expression network estimation as a new perspective for identifying molecular interactions and pathways.
PLoS Comput. Biol., 2021

Edge computing server placement with capacitated location allocation.
J. Parallel Distributed Comput., 2021

Neural Network Kalman filtering for 3D object tracking from linear array ultrasound data.
CoRR, 2021

MCPeSe: Monte Carlo penalty selection for graphical lasso.
Bioinform., 2021

2020
Personalized mental stress detection with self-organizing map: From laboratory to the field.
Comput. Biol. Medicine, 2020

Estimation of dynamic SNP-heritability with Bayesian Gaussian process models.
Bioinform., 2020

Scaling up an Edge Server Deployment.
Proceedings of the 2020 IEEE International Conference on Pervasive Computing and Communications Workshops, 2020

Blind Hierarchical Deconvolution.
Proceedings of the 30th IEEE International Workshop on Machine Learning for Signal Processing, 2020

2019
Edge server placement with capacitated location allocation.
CoRR, 2019

A Gaussian process model and Bayesian variable selection for mapping function-valued quantitative traits with incomplete phenotypic data.
Bioinform., 2019

2011
Estimating Haplotype Frequencies by Combining Data from Large DNA Pools with Database Information.
IEEE ACM Trans. Comput. Biol. Bioinform., 2011

2007
Estimating genealogies from linked marker data: a Bayesian approach.
BMC Bioinform., 2007

2004
BAPS 2: enhanced possibilities for the analysis of genetic population structure.
Bioinform., 2004


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