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2021
Mark DPVis : Visual Analytics with Hidden Markov Models for Disease Progression Pathways
Kwon, Bum Chul ; Anand, Vibha ; Severson, Kristen A. ; Ghosh, Soumya ; Sun, Zhaonan ; Frohnert, Brigitte I. ; Lundgren, Markus ^LU and Ng, Kenney (2021) In IEEE Transactions on Visualization and Computer Graphics 27(9). p.3685-3700
- Contribution to journal › Article
2017
Mark Long Memory of Financial Time Series and Hidden Markov Models with Time-Varying Parameters
Nystrup, Peter ; Madsen, Henrik and Lindström, Erik ^LU (2017) In Journal of Forecasting 36(8). p.989-1002
- Contribution to journal › Article
2016
Mark Detection of steering events using hidden Markov models with multivariate observations
Maghsood, Roza ; Johannesson, Pär ^LU and Wallin, Jonas ^LU (2016) In International Journal of Vehicle Systems Modelling and Testing 11(4). p.313-329
- Contribution to journal › Article
2015
Mark Stylised facts of financial time series and hidden Markov models in continuous time
Peter, Nystrup ; Henrik, Madsen and Lindström, Erik ^LU (2015) In Quantitative Finance 15(9). p.1531-1541
- Contribution to journal › Article
2013
Mark Tuned iterated filtering
Lindström, Erik ^LU (2013) In Statistics and Probability Letters 83(9). p.2077-2080
- Contribution to journal › Article
2011
Mark Consistency of the maximum likelihood estimator for general hidden Markov models
Douc, Randal ; Moulines, Eric ; Olsson, Jimmy ^LU and van Handel, Ramon (2011) In Annals of Statistics 39(1). p.474-513
- Contribution to journal › Article
Mark Rao-Blackwellisation of particle Markov chain Monte Carlo methods using forward filtering backward sampling
Olsson, Jimmy ^LU and Rydén, Tobias ^LU (2011) In IEEE Transactions on Signal Processing 59(10). p.4606-4619
- Contribution to journal › Article
2010
Mark Modelling Allelic and DNA Copy Number Variations using Continuous-index Hidden Markov Models
Stjernqvist, Susann ^LU (2010) In Doctoral Theses in Mathematical Sciences 2010:7.
- Thesis › Doctoral thesis (compilation)
Mark Bayesian Hidden Markov Models for Performance-Based Regulation of Continuity of Electricity Supply
Accoto, Nadia ; Rydén, Tobias ^LU and Secchi, Piercesare (2010) In IEEE Transactions on Power Delivery 25(3). p.1236-1249
- Contribution to journal › Article
Mark Application of frequency and sample entropy to discriminate long-term recordings of paroxysmal and persistent atrial fibrillation
Alcaraz Martinez, Raul ; Sandberg, Frida ^LU ; Sörnmo, Leif ^LU and Rieta, José Joaquín (2010) Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2010 p.4558-4561
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding

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