Mats Jirstrand

Publication Activity (10 Years)

Years Active: 1997-2023
Publications (10 Years): 21

Top Topics

Diffusion Models

Inductive Learning Algorithms

Top Venues

Comput. Methods Programs Biomed.

ICANN (Workshop)

Publications

Anders Sjöberg, Jakob Lindqvist, Magnus Önnheim, Mats Jirstrand, Lennart Svensson
MCMC-Correction of Score-Based Diffusion Models for Model Composition. CoRR (2023)
Adrian Nilsson, Simon Smith, Jonas Hagmar, Magnus Önnheim, Mats Jirstrand
The AutoSPADA Platform: User-Friendly Edge Computing for Distributed Learning and Data Analytics in Connected Vehicles. CoRR (2023)
Gregor Ulm, Simon Smith, Adrian Nilsson, Emil Gustavsson, Mats Jirstrand
OODIDA: On-Board/Off-Board Distributed Real-Time Data Analytics for Connected Vehicles. Data Sci. Eng. 6 (1) (2021)
Ivar Örn Arnarsson, Otto Frost, Emil Gustavsson, Mats Jirstrand, Johan Malmqvist
Natural language processing methods for knowledge management - Applying document clustering for fast search and grouping of engineering documents. Concurr. Eng. Res. Appl. 29 (2) (2021)
Gregor Ulm, Simon Smith, Adrian Nilsson, Emil Gustavsson, Mats Jirstrand
Facilitating rapid prototyping in the distributed data analytics platform OODIDA via active-code replacement. Array 8 (2020)
Gregor Ulm, Simon Smith, Adrian Nilsson, Emil Gustavsson, Mats Jirstrand
S-RASTER: contraction clustering for evolving data streams. J. Big Data 7 (1) (2020)
Gregor Ulm, Emil Gustavsson, Mats Jirstrand
OODIDA: On-board/Off-board Distributed Data Analytics for Connected Vehicles. CoRR (2019)
Gregor Ulm, Simon Smith, Adrian Nilsson, Emil Gustavsson, Mats Jirstrand
S-RASTER: Contraction Clustering for Evolving Data Streams. CoRR (2019)
Gregor Ulm, Emil Gustavsson, Mats Jirstrand
Active-Code Replacement in the OODIDA Data Analytics Platform. CoRR (2019)
David Janzén, Mats Jirstrand, Michael J. Chappell, Neil D. Evans
Three novel approaches to structural identifiability analysis in mixed-effects models. Comput. Methods Programs Biomed. 171 (2019)
Alex Sarishvili, Andreas Wirsen, Mats Jirstrand
On Chow-Liu Forest Based Regularization of Deep Belief Networks. ICANN (Workshop) (2019)
Gregor Ulm, Simon Smith, Adrian Nilsson, Emil Gustavsson, Mats Jirstrand
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)
Magnus Önnheim, Pontus Andersson, Emil Gustavsson, Mats Jirstrand
Reinforcement Learning Informed by Optimal Control. ICANN (Workshop) (2019)
Gregor Ulm, Emil Gustavsson, Mats Jirstrand
Active-Code Replacement in the OODIDA Data Analytics Platform. Euro-Par Workshops (2019)
Anders Sjöberg, Magnus Önnheim, Emil Gustavsson, Mats Jirstrand
Architecture-Aware Bayesian Optimization for Neural Network Tuning. ICANN (2) (2019)
Gregor Ulm, Emil Gustavsson, Mats Jirstrand
Active-Code Replacement in the OODIDA Data Analytics Platform. CoRR (2019)
Anders Sjöberg, Emil Gustavsson, Ashok Chaitanya Koppisetty, Mats Jirstrand
Federated Learning of Deep Neural Decision Forests. LOD (2019)
Gregor Ulm, Emil Gustavsson, Mats Jirstrand
Functional Federated Learning in Erlang (ffl-erl). WFLP (2018)
Gregor Ulm, Emil Gustavsson, Mats Jirstrand
Functional Federated Learning in Erlang (ffl-erl). CoRR (2018)
Adrian Nilsson, Simon Smith, Gregor Ulm, Emil Gustavsson, Mats Jirstrand
A Performance Evaluation of Federated Learning Algorithms. DIDL@Middleware (2018)
Gregor Ulm, Emil Gustavsson, Mats Jirstrand
Contraction Clustering (Raster) - A Big Data Algorithm for Density-Based Clustering in Constant Memory and Linear Time. MOD (2017)
Andreas Raue, Johan Karlsson, Maria Pia Saccomani, Mats Jirstrand, Jens Timmer
Comparison of approaches for parameter identifiability analysis of biological systems. Bioinform. 30 (10) (2014)
Johan Gabrielsson, Kristoffer Andersson, Gunnar Tobin, Carina Ingvast-Larsson, Mats Jirstrand
Maxsim2 - Real-time interactive simulations for computer-assisted teaching of pharmacokinetics and pharmacodynamics. Comput. Methods Programs Biomed. 113 (3) (2014)
Annette Krengel, Jan Hauth, Marja-Riitta Taskinen, Martin Adiels, Mats Jirstrand
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. 7 (2013)
Mark R. Morelande, Lennart Svensson, Jonas Hagmar, Mats Jirstrand
Optimal posterior density approximation for bearings-only tracking. ICASSP (2012)
Jonas Hagmar, Mats Jirstrand, Lennart Svensson, Mark R. Morelande
Optimal parameterization of posterior densities using homotopy. FUSION (2011)
Mikael Sunnåker, Gunnar Cedersund, Mats Jirstrand
A method for zooming of nonlinear models of biochemical systems. BMC Syst. Biol. 5 (2011)
Mikael Sunnåker, Henning Schmidt, Mats Jirstrand, Gunnar Cedersund
Zooming of states and parameters using a lumping approach including back-translation. BMC Syst. Biol. 4 (2010)
Kim Laurio, Thomas Svensson, Mats Jirstrand, Patric Nilsson, Jonas Gamalielsson, Björn Olsson
Evolutionary Search for Improved Path Diagrams. EvoBIO (2007)
Henning Schmidt, Mats Jirstrand
Systems Biology Toolbox for MATLAB: a computational platform for research in systems biology. Bioinform. 22 (4) (2006)
Henning Schmidt, Mats Jirstrand, Olaf Wolkenhauer
Information Technology in Systems Biology (Informationstechnologien in der Systembiologie). it Inf. Technol. 48 (3) (2006)
Mats Jirstrand
Nonlinear Control System Design by Quantifier Elimination. J. Symb. Comput. 24 (2) (1997)