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- 2021
-
Mark
DPVis : Visual Analytics with Hidden Markov Models for Disease Progression Pathways
(
- Contribution to journal › Article
- 2018
-
Mark
Dynamic portfolio optimization across hidden market regimes
(
- Contribution to journal › Article
-
Mark
Coupling stochastic EM and approximate Bayesian computation for parameter inference in state-space models
(
- Contribution to journal › Article
- 2016
-
Mark
Practical Applications Summary: Regime-Based versus Static Asset Allocation: Letting the Data Speak
(
- Contribution to journal › Article
- 2011
-
Mark
Classification of paroxysmal and persistent atrial fibrillation in ambulatory ECG recordings
(
- Contribution to journal › Article
- 2009
-
Mark
Subspace estimation and prediction methods for hidden Markov models
(
- Contribution to journal › Article
- 2008
-
Mark
Using hidden Markov model to uncover processing states from eye movements in information search tasks
(
- Contribution to journal › Article
-
Mark
EM versus Markov chain Monte Carlo for estimation of hidden Markov models: a computational perspective
(
- Contribution to journal › Article
-
Mark
Asymptotic properties of particle filter-based maximum likelihood estimators for state space models
(
- Contribution to journal › Article
- 2007
-
Mark
Topics in Human Gene Mapping
2007)(
- Thesis › Doctoral thesis (compilation)
-
Mark
Human action recognition in table-top scenarios : An HMM-based analysis to optimize the performance
2007) 12th International Conference on Computer Analysis of Images and Patterns, CAIP 2007 In Lecture Notes in Computer Science 4673. p.101-108(
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
- 2004
-
Mark
Asymptotic properties of the maximum likelihood estimator in autoregressive models with Markov regime
(
- Contribution to journal › Article
- 2003
-
Mark
Linear Optimal Prediction and Innovations Representations of Hidden Markov Models
(
- Contribution to journal › Article
- 2002
-
Mark
Hidden Markov models - Traffic modeling and subspace methods
2002)(
- Thesis › Doctoral thesis (compilation)
-
Mark
Hidden Markov model likelihoods and their derivatives behave like i.i.d. ones
(
- Contribution to journal › Article