The definitive publisher-authenticated version Stowell, Dan, and Mark D. Plumbley. "Segregating event streams and noise with a markov renewal process model." The Journal of Machine Learning Research 14.1 (2013): 2213-2238. is available online at:http://www.jmlr.org/papers/volume14/stowell13a/stowell13a.pdf