Mats Jirstrand

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

Collaborative distances:

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

2023

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

Adrian Nilsson, Simon Smith, Jonas Hagmar, Magnus Önnheim, Mats Jirstrand

CoRR, 2023

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

Anders Sjöberg, Jakob Lindqvist, Magnus Önnheim, Mats Jirstrand, Lennart Svensson

CoRR, 2023

2021

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

Gregor Ulm, Simon Smith, Adrian Nilsson, Emil Gustavsson, Mats Jirstrand

Data Sci. Eng., 2021

Natural language processing methods for knowledge management - Applying document clustering for fast search and grouping of engineering documents.

Ivar Örn Arnarsson, Otto Frost, Emil Gustavsson, Mats Jirstrand, Johan Malmqvist

Concurr. Eng. Res. Appl., 2021

2020

S-RASTER: contraction clustering for evolving data streams.

Gregor Ulm, Simon Smith, Adrian Nilsson, Emil Gustavsson, Mats Jirstrand

J. Big Data, 2020

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

Gregor Ulm, Simon Smith, Adrian Nilsson, Emil Gustavsson, Mats Jirstrand

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.

Gregor Ulm, Simon Smith, Adrian Nilsson, Emil Gustavsson, Mats Jirstrand

CoRR, 2019

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

Gregor Ulm, Emil Gustavsson, Mats Jirstrand

CoRR, 2019

Three novel approaches to structural identifiability analysis in mixed-effects models.

David Janzén, Mats Jirstrand, Michael J. Chappell, Neil D. Evans

Comput. Methods Programs Biomed., 2019

Federated Learning of Deep Neural Decision Forests.

Anders Sjöberg, Emil Gustavsson, Ashok Chaitanya Koppisetty, Mats Jirstrand

Proceedings of the Machine Learning, Optimization, and Data Science, 2019

Architecture-Aware Bayesian Optimization for Neural Network Tuning.

Anders Sjöberg, Magnus Önnheim, Emil Gustavsson, Mats Jirstrand

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2019: Deep Learning, 2019

On Chow-Liu Forest Based Regularization of Deep Belief Networks.

Alex Sarishvili, Andreas Wirsen, Mats Jirstrand

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.

Magnus Önnheim, Pontus Andersson, Emil Gustavsson, Mats Jirstrand

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.

Gregor Ulm, Emil Gustavsson, Mats Jirstrand

Proceedings of the Euro-Par 2019: Parallel Processing Workshops, 2019

2018

Functional Federated Learning in Erlang (ffl-erl).

Gregor Ulm, Emil Gustavsson, Mats Jirstrand

Proceedings of the Functional and Constraint Logic Programming, 2018

A Performance Evaluation of Federated Learning Algorithms.

Adrian Nilsson, Simon Smith, Gregor Ulm, Emil Gustavsson, Mats Jirstrand

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.

Gregor Ulm, Emil Gustavsson, Mats Jirstrand

Proceedings of the Machine Learning, Optimization, and Big Data, 2017

2014

Maxsim2 - Real-time interactive simulations for computer-assisted teaching of pharmacokinetics and pharmacodynamics.

Johan Gabrielsson, Kristoffer Andersson, Gunnar Tobin, Carina Ingvast-Larsson, Mats Jirstrand

Comput. Methods Programs Biomed., 2014

Comparison of approaches for parameter identifiability analysis of biological systems.

Andreas Raue, Johan Karlsson, Maria Pia Saccomani, Mats Jirstrand, Jens Timmer

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.

Annette Krengel, Jan Hauth, Marja-Riitta Taskinen, Martin Adiels, Mats Jirstrand

BMC Syst. Biol., 2013

2012

Optimal posterior density approximation for bearings-only tracking.

Mark R. Morelande, Lennart Svensson, Jonas Hagmar, Mats Jirstrand

Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

2011

A method for zooming of nonlinear models of biochemical systems.

Mikael Sunnåker, Gunnar Cedersund, Mats Jirstrand

BMC Syst. Biol., 2011

Optimal parameterization of posterior densities using homotopy.

Jonas Hagmar, Mats Jirstrand, Lennart Svensson, Mark R. Morelande

Proceedings of the 14th International Conference on Information Fusion, 2011

2010

Zooming of states and parameters using a lumping approach including back-translation.

Mikael Sunnåker, Henning Schmidt, Mats Jirstrand, Gunnar Cedersund

BMC Syst. Biol., 2010

2007

Evolutionary Search for Improved Path Diagrams.

Kim Laurio, Thomas Svensson, Mats Jirstrand, Patric Nilsson, Jonas Gamalielsson, Björn Olsson

Proceedings of the Evolutionary Computation, 2007

2006

Information Technology in Systems Biology (Informationstechnologien in der Systembiologie).

Henning Schmidt, Mats Jirstrand, Olaf Wolkenhauer

it Inf. Technol., 2006

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

Henning Schmidt, Mats Jirstrand

Bioinform., 2006

1997

Nonlinear Control System Design by Quantifier Elimination.

Mats Jirstrand

J. Symb. Comput., 1997