Mats Jirstrand

34 papers C 1Misc 1Journal 23Unranked 9
YearRankTypeTitle / Venue / Authors
2026 J jnl
MCMC Correction of Score-Based Diffusion Models for Model Composition.
Entropy
Anders Sjöberg, Jakob Lindqvist, Magnus Önnheim, Mats Jirstrand, Lennart Svensson
2025 J jnl
The AutoSPADA platform: User-friendly edge computing for distributed learning and data analytics in connected vehicles.
Internet Things
Adrian Nilsson, Simon Smith, Jonas Hagmar, Magnus Önnheim, Mats Jirstrand
2023 J jnl
MCMC-Correction of Score-Based Diffusion Models for Model Composition.
CoRR
Anders Sjöberg, Jakob Lindqvist, Magnus Önnheim, Mats Jirstrand, Lennart Svensson
2023 J jnl
The AutoSPADA Platform: User-Friendly Edge Computing for Distributed Learning and Data Analytics in Connected Vehicles.
CoRR
Adrian Nilsson, Simon Smith, Jonas Hagmar, Magnus Önnheim, Mats Jirstrand
2021 J jnl
Natural language processing methods for knowledge management - Applying document clustering for fast search and grouping of engineering documents.
Concurr. Eng. Res. Appl.
Ivar Örn Arnarsson, Otto Frost, Emil Gustavsson, Mats Jirstrand, Johan Malmqvist
2021 J jnl
OODIDA: On-Board/Off-Board Distributed Real-Time Data Analytics for Connected Vehicles.
Data Sci. Eng.
Gregor Ulm, Simon Smith, Adrian Nilsson, Emil Gustavsson, Mats Jirstrand
2020 J jnl
Facilitating rapid prototyping in the distributed data analytics platform OODIDA via active-code replacement.
Array
Gregor Ulm, Simon Smith, Adrian Nilsson, Emil Gustavsson, Mats Jirstrand
2020 J jnl
S-RASTER: contraction clustering for evolving data streams.
J. Big Data
Gregor Ulm, Simon Smith, Adrian Nilsson, Emil Gustavsson, Mats Jirstrand
2019 — conf
Active-Code Replacement in the OODIDA Data Analytics Platform.
Euro-Par Workshops
Gregor Ulm, Emil Gustavsson, Mats Jirstrand
2019 J jnl
Active-Code Replacement in the OODIDA Data Analytics Platform.
CoRR
Gregor Ulm, Emil Gustavsson, Mats Jirstrand
2019 J jnl
Active-Code Replacement in the OODIDA Data Analytics Platform.
CoRR
Gregor Ulm, Emil Gustavsson, Mats Jirstrand
2019 — conf
Architecture-Aware Bayesian Optimization for Neural Network Tuning.
ICANN (2)
Anders Sjöberg, Magnus Önnheim, Emil Gustavsson, Mats Jirstrand
2019 J jnl
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
Gregor Ulm, Simon Smith, Adrian Nilsson, Emil Gustavsson, Mats Jirstrand
2019 — conf
Federated Learning of Deep Neural Decision Forests.
LOD
Anders Sjöberg, Emil Gustavsson, Ashok Chaitanya Koppisetty, Mats Jirstrand
2019 J jnl
OODIDA: On-board/Off-board Distributed Data Analytics for Connected Vehicles.
CoRR
Gregor Ulm, Emil Gustavsson, Mats Jirstrand
2019 — conf
On Chow-Liu Forest Based Regularization of Deep Belief Networks.
ICANN (Workshop)
Alex Sarishvili, Andreas Wirsen, Mats Jirstrand
2019 — conf
Reinforcement Learning Informed by Optimal Control.
ICANN (Workshop)
Magnus Önnheim, Pontus Andersson, Emil Gustavsson, Mats Jirstrand
2019 J jnl
S-RASTER: Contraction Clustering for Evolving Data Streams.
CoRR
Gregor Ulm, Simon Smith, Adrian Nilsson, Emil Gustavsson, Mats Jirstrand
2019 J jnl
Three novel approaches to structural identifiability analysis in mixed-effects models.
Comput. Methods Programs Biomed.
David Janzén, Mats Jirstrand, Michael J. Chappell, Neil D. Evans
2018 — conf
A Performance Evaluation of Federated Learning Algorithms.
DIDL@Middleware
Adrian Nilsson, Simon Smith, Gregor Ulm, Emil Gustavsson, Mats Jirstrand
2018 — conf
Functional Federated Learning in Erlang (ffl-erl).
WFLP
Gregor Ulm, Emil Gustavsson, Mats Jirstrand
2018 J jnl
Functional Federated Learning in Erlang (ffl-erl).
CoRR
Gregor Ulm, Emil Gustavsson, Mats Jirstrand
2017 — conf
Contraction Clustering (Raster) - A Big Data Algorithm for Density-Based Clustering in Constant Memory and Linear Time.
MOD
Gregor Ulm, Emil Gustavsson, Mats Jirstrand
2014 J jnl
Comparison of approaches for parameter identifiability analysis of biological systems.
Bioinform.
Andreas Raue, Johan Karlsson, Maria Pia Saccomani, Mats Jirstrand, Jens Timmer
2014 J jnl
Maxsim2 - Real-time interactive simulations for computer-assisted teaching of pharmacokinetics and pharmacodynamics.
Comput. Methods Programs Biomed.
Johan Gabrielsson, Kristoffer Andersson, Gunnar Tobin, Carina Ingvast-Larsson, Mats Jirstrand
2013 J jnl
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.
Annette Krengel, Jan Hauth, Marja-Riitta Taskinen, Martin Adiels, Mats Jirstrand
2012 Misc conf
Optimal posterior density approximation for bearings-only tracking.
ICASSP
Mark R. Morelande, Lennart Svensson, Jonas Hagmar, Mats Jirstrand
2011 J jnl
A method for zooming of nonlinear models of biochemical systems.
BMC Syst. Biol.
Mikael Sunnåker, Gunnar Cedersund, Mats Jirstrand
2011 C conf
Optimal parameterization of posterior densities using homotopy.
FUSION
Jonas Hagmar, Mats Jirstrand, Lennart Svensson, Mark R. Morelande
2010 J jnl
Zooming of states and parameters using a lumping approach including back-translation.
BMC Syst. Biol.
Mikael Sunnåker, Henning Schmidt, Mats Jirstrand, Gunnar Cedersund
2007 — conf
Evolutionary Search for Improved Path Diagrams.
EvoBIO
Kim Laurio, Thomas Svensson, Mats Jirstrand, Patric Nilsson, Jonas Gamalielsson, Björn Olsson
2006 J jnl
Information Technology in Systems Biology (Informationstechnologien in der Systembiologie).
it Inf. Technol.
Henning Schmidt, Mats Jirstrand, Olaf Wolkenhauer
2006 J jnl
Systems Biology Toolbox for MATLAB: a computational platform for research in systems biology.
Bioinform.
Henning Schmidt, Mats Jirstrand
1997 J jnl
Nonlinear Control System Design by Quantifier Elimination.
J. Symb. Comput.
Mats Jirstrand