Jouni Helske

Publication Activity (10 Years)

Years Active: 2016-2023
Publications (10 Years): 11

Top Topics

Bayesian Inference

Generalized Linear Models

Sequential Monte Carlo

Top Venues

Publications

Jouni Helske, Satu Helske, Mohammed Saqr, Sonsoles López-Pernas, Keefe Murphy
A modern approach to transition analysis and process mining with Markov models: A tutorial with R. CoRR (2023)
Santtu Tikka, Jouni Helske, Juha Karvanen
Clustering and Structural Robustness in Causal Diagrams. J. Mach. Learn. Res. 24 (2023)
Jouni Helske
Efficient Bayesian generalized linear models with time-varying coefficients: The walker package in R. SoftwareX 18 (2022)
Jouni Helske, Matti Vihola
bssm: Bayesian Inference of Non-linear and Non-Gaussian State Space Models in R. R J. 13 (2) (2021)
Jouni Helske, Satu Helske, Matthew Cooper, Anders Ynnerman, Lonni Besançon
Can Visualization Alleviate Dichotomous Thinking? Effects of Visual Representations on the Cliff Effect. IEEE Trans. Vis. Comput. Graph. 27 (8) (2021)
Santtu Tikka, Jouni Helske, Juha Karvanen
Clustering and Structural Robustness in Causal Diagrams. CoRR (2021)
Jouni Helske, Satu Helske, Matthew Cooper, Anders Ynnerman, Lonni Besançon
Are You Sure You're Sure? - Effects of Visual Representation on the Cliff Effect in Statistical Inference. CoRR (2020)
Prithiviraj K. Muthumanickam, Jouni Helske, Aida Nordman, Jimmy Johansson, Matthew Cooper
Comparison of Attention Behaviour Across User Sets through Automatic Identification of Common Areas of Interest. HICSS (2020)
Fredrik Lindsten, Jouni Helske, Matti Vihola
Graphical model inference: Sequential Monte Carlo meets deterministic approximations. CoRR (2019)
Fredrik Lindsten, Jouni Helske, Matti Vihola
Graphical model inference: Sequential Monte Carlo meets deterministic approximations. NeurIPS (2018)
P. J. J. Luukko, Jouni Helske, Eero Räsänen
Introducing libeemd: a program package for performing the ensemble empirical mode decomposition. Comput. Stat. 31 (2) (2016)