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The hidden mechanics of abrupt transitions: Superconducting networks show how tiny changes trigger system collapse
Why do some changes in nature unfold gradually, while others occur in the blink of an eye? Rust forming on metal is a slow, ...
C&EN12d
Complex RNA Folding Kinetics Revealed by Single-Molecule FRET and Hidden Markov Models | Journal of the American Chemical Society - ACS Publications
We have developed a hidden Markov model and optimization procedure for photon-based single-molecule FRET data, which takes into account the trace-dependent background intensities. This analysis ...
IEEE24d
A tutorial on hidden Markov models and selected applications in speech recognition - IEEE Xplore
This tutorial provides an overview of the basic theory of hidden Markov models (HMMs) as originated by L.E. Baum and T. Petrie (1966) and gives practical details on methods of implementation of the ...
C&EN25d
Multimode Continuous Processes Monitoring Based on Hidden Semi-Markov Model and Principal Component Analysis | Industrial & Engineering Chemistry Research - ACS Publications
Several studies have applied the hidden Markov model (HMM) in multimode process monitoring. However, because the inherent duration probability density of HMM is exponential, which is inappropriate for ...
IEEE25d
Coupled Factorial Hidden Markov Models (CFHMM) for Diagnosing Multiple and Coupled Faults - IEEE Xplore
In this paper, we formulate a coupled factorial hidden Markov model-based (CFHMM) framework to diagnose dependent faults occurring over time (dynamic case). In our previous research, the problem of ...