Algorithms for Segmentation Problems (2 cu)
Papers
- Event detection from time series data. KDD 1999.
- An Online Algorithm for Segmenting Time Series. ICDM 2001.
- Evaluation of BIC-based Algorithms for Audio Segmentations. Computer, Speech and Language 19:147-170.
- A Compression-based Algorithm for Chinese Word Segmentation. Computational Linguistics 26(3):375-393.
- Heuristic segmentation of a nonstationary time series. Physical Review E 69.
- Gaussian Process Classification for Segmenting and Annotating Sequences. ICML 2004.
- Exponential Families for Conditional Random Fields. UAI 2004.
- Dynamic Conditional Random Fields: Factorized Probabilistic Models for Labeling and Segmenting Sequence Data. ICML 2004.
- Modeling Waveform Shapes with Random Effects Segmental Hidden Markov Models. UAI 2004.