Jukka Intosalmi

Publication Activity (10 Years)

Years Active: 2011-2019
Publications (10 Years): 7

Top Topics

Microscope Images

Probabilistic Modeling

Dynamically Evolving

Gaussian Process

Top Venues

Publications

Juho Timonen, Henrik Mannerström, Harri Lähdesmäki, Jukka Intosalmi
A Probabilistic Framework for Molecular Network Structure Inference by Means of Mechanistic Modeling. IEEE ACM Trans. Comput. Biol. Bioinform. 16 (6) (2019)
Kari Nousiainen, Jukka Intosalmi, Harri Lähdesmäki
A Mathematical Model for Enhancer Activation Kinetics During Cell Differentiation. AlCoB (2019)
Çagatay Yildiz, Markus Heinonen, Jukka Intosalmi, Henrik Mannerström, Harri Lähdesmäki
Learning stochastic differential equations with Gaussian Processes without Gradient Matching. MLSP (2018)
Markus Heinonen, Çagatay Yildiz, Henrik Mannerström, Jukka Intosalmi, Harri Lähdesmäki
Learning unknown ODE models with Gaussian processes. ICML (2018)
Çagatay Yildiz, Markus Heinonen, Jukka Intosalmi, Henrik Mannerström, Harri Lähdesmäki
Learning Stochastic Differential Equations With Gaussian Processes Without Gradient Matching. CoRR (2018)
Jukka Intosalmi, Kari Nousiainen, Helena Ahlfors, Harri Lähdesmäki
Data-driven mechanistic analysis method to reveal dynamically evolving regulatory networks. Bioinform. 32 (12) (2016)
Yat Hin Chan, Jukka Intosalmi, Sini Rautio, Harri Lähdesmäki
A subpopulation model to analyze heterogeneous cell differentiation dynamics. Bioinform. 32 (21) (2016)
Jukka Intosalmi, Helena Ahlfors, Sini Rautio, Henrik Mannerström, Zhi Jane Chen, Riitta Lahesmaa, Brigitta Stockinger, Harri Lähdesmäki
Analyzing Th17 cell differentiation dynamics using a novel integrative modeling framework for time-course RNA sequencing data. BMC Syst. Biol. 9 (2015)
Jukka Intosalmi, Tiina Manninen, Keijo Ruohonen, Marja-Leena Linne
Computational study of noise in a large signal transduction network. BMC Bioinform. 12 (2011)