Mats Jirstrand

Orcid: 0000-0002-6612-8037

According to our database1, Mats Jirstrand authored at least 28 papers between 1997 and 2023.

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

Timeline

Legend:

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PhD thesis 
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Online presence:

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Bibliography

2023
The AutoSPADA Platform: User-Friendly Edge Computing for Distributed Learning and Data Analytics in Connected Vehicles.
CoRR, 2023

MCMC-Correction of Score-Based Diffusion Models for Model Composition.
CoRR, 2023

2021
OODIDA: On-Board/Off-Board Distributed Real-Time Data Analytics for Connected Vehicles.
Data Sci. Eng., 2021

Natural language processing methods for knowledge management - Applying document clustering for fast search and grouping of engineering documents.
Concurr. Eng. Res. Appl., 2021

2020
S-RASTER: contraction clustering for evolving data streams.
J. Big Data, 2020

Facilitating rapid prototyping in the distributed data analytics platform OODIDA via active-code replacement.
Array, 2020

2019
Contraction Clustering (RASTER): A Very Fast Big Data Algorithm for Sequential and Parallel Density-Based Clustering in Linear Time, Constant Memory, and a Single Pass.
CoRR, 2019

OODIDA: On-board/Off-board Distributed Data Analytics for Connected Vehicles.
CoRR, 2019

Three novel approaches to structural identifiability analysis in mixed-effects models.
Comput. Methods Programs Biomed., 2019

Federated Learning of Deep Neural Decision Forests.
Proceedings of the Machine Learning, Optimization, and Data Science, 2019

Architecture-Aware Bayesian Optimization for Neural Network Tuning.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2019: Deep Learning, 2019

On Chow-Liu Forest Based Regularization of Deep Belief Networks.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2019 - 28th International Conference on Artificial Neural Networks, Munich, Germany, September 17-19, 2019, Proceedings, 2019

Reinforcement Learning Informed by Optimal Control.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2019 - 28th International Conference on Artificial Neural Networks, Munich, Germany, September 17-19, 2019, Proceedings, 2019

Active-Code Replacement in the OODIDA Data Analytics Platform.
Proceedings of the Euro-Par 2019: Parallel Processing Workshops, 2019

2018
Functional Federated Learning in Erlang (ffl-erl).
Proceedings of the Functional and Constraint Logic Programming, 2018

A Performance Evaluation of Federated Learning Algorithms.
Proceedings of the Second Workshop on Distributed Infrastructures for Deep Learning, 2018

2017
Contraction Clustering (Raster) - A Big Data Algorithm for Density-Based Clustering in Constant Memory and Linear Time.
Proceedings of the Machine Learning, Optimization, and Big Data, 2017

2014
Maxsim2 - Real-time interactive simulations for computer-assisted teaching of pharmacokinetics and pharmacodynamics.
Comput. Methods Programs Biomed., 2014

Comparison of approaches for parameter identifiability analysis of biological systems.
Bioinform., 2014

2013
A continuous-time adaptive particle filter for estimations under measurement time uncertainties with an application to a plasma-leucine mixed effects model.
BMC Syst. Biol., 2013

2012
Optimal posterior density approximation for bearings-only tracking.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

2011
A method for zooming of nonlinear models of biochemical systems.
BMC Syst. Biol., 2011

Optimal parameterization of posterior densities using homotopy.
Proceedings of the 14th International Conference on Information Fusion, 2011

2010
Zooming of states and parameters using a lumping approach including back-translation.
BMC Syst. Biol., 2010

2007
Evolutionary Search for Improved Path Diagrams.
Proceedings of the Evolutionary Computation, 2007

2006
Information Technology in Systems Biology (Informationstechnologien in der Systembiologie).
it Inf. Technol., 2006

Systems Biology Toolbox for MATLAB: a computational platform for research in systems biology.
Bioinform., 2006

1997
Nonlinear Control System Design by Quantifier Elimination.
J. Symb. Comput., 1997


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