Jukka Intosalmi

According to our database, Jukka Intosalmi authored at least 8 papers between 2011 and 2019.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2019

A Probabilistic Framework for Molecular Network Structure Inference by Means of Mechanistic Modeling.

Juho Timonen, Henrik Mannerström, Harri Lähdesmäki, Jukka Intosalmi

IEEE ACM Trans. Comput. Biol. Bioinform., 2019

A Mathematical Model for Enhancer Activation Kinetics During Cell Differentiation.

Kari Nousiainen, Jukka Intosalmi, Harri Lähdesmäki

Proceedings of the Algorithms for Computational Biology - 6th International Conference, 2019

2018

Learning stochastic differential equations with Gaussian Processes without Gradient Matching.

Çagatay Yildiz, Markus Heinonen, Jukka Intosalmi, Henrik Mannerström, Harri Lähdesmäki

Proceedings of the 28th IEEE International Workshop on Machine Learning for Signal Processing, 2018

Learning unknown ODE models with Gaussian processes.

Markus Heinonen, Çagatay Yildiz, Henrik Mannerström, Jukka Intosalmi, Harri Lähdesmäki

Proceedings of the 35th International Conference on Machine Learning, 2018

2016

Data-driven mechanistic analysis method to reveal dynamically evolving regulatory networks.

Jukka Intosalmi, Kari Nousiainen, Helena Ahlfors, Harri Lähdesmäki

Bioinform., 2016

A subpopulation model to analyze heterogeneous cell differentiation dynamics.

Yat Hin Chan, Jukka Intosalmi, Sini Rautio, Harri Lähdesmäki

Bioinform., 2016

2015

Analyzing Th17 cell differentiation dynamics using a novel integrative modeling framework for time-course RNA sequencing data.

Jukka Intosalmi, Helena Ahlfors, Sini Rautio, Henrik Mannerström, Zhi Jane Chen, Riitta Lahesmaa, Brigitta Stockinger, Harri Lähdesmäki

BMC Syst. Biol., 2015

2011

Computational study of noise in a large signal transduction network.

Jukka Intosalmi, Tiina Manninen, Keijo Ruohonen, Marja-Leena Linne

BMC Bioinform., 2011