A hidden Markov model with dependence jumps for predictive modeling of multidimensional time-series.
Anastasios PetropoulosSotirios P. ChatzisStelios XanthopoulosPublished in: Inf. Sci. (2017)
Keyphrases
- hidden markov models
- predictive modeling
- multidimensional time series
- statistical modeling
- data mining methods
- conditional random fields
- knowledge discovery
- data mining
- text mining
- data analysis
- markov chain
- business intelligence
- speech recognition
- machine learning
- markov model
- markov models
- viterbi algorithm
- data mining techniques
- non stationary
- big data
- sequential data
- image segmentation
- hidden state
- hidden states
- dynamic probabilistic networks
- information extraction
- databases
- information retrieval
- maximum likelihood
- pairwise