We present VOGUE, a novel, variable order hidden Markov model with state durations, that
combines two separate techniques for modeling complex patterns in sequential data: pattern …

Tabla is a sophisticated, centuries-old percussion tradition from North India based on timbral
sequences. We model these sequences in a predictive framework with Variable-length …

Array-based comparative genomic hybridization (Array-CGH) is an important technology in
molecular biology for the detection of DNA copy number polymorphisms between closely …

A variety of applications, such as information extraction, intrusion detection and protein fold
recognition, can be expressed as sequences of discrete events or elements (rather than …

We present VOGUE, a new state machine that combines two separate techniques for
modeling long range dependencies in sequential data: data mining and data modeling …

The emergence and dynamic prevalence of genetic disorders and infectious diseases with
mutations pose significant challenges for public health interventions. This study investigated …

Markov processes have been employed for modeling various diseases. Due to their
memoryless property, existing models are predominantly constructed upon static state …

Higher-order Markov models are more powerful than first-order models, but suffer from an
exponential increase in model parameters with order, which leads to data scarcity problems …

The state-of-the-art language identification (LID) systems are based on phone recognisers
and n-gram language models, which require the use of transcribed speech databases for …

Symbiosis 1.0 Symbiosis 1.0 is a composition for Colombian Andean Bandola and Sonic
Entities, with the possibility of making use of other instruments thanks to the flexibility of the …