Spectral clustering for non-reversible Markov chains
From MaRDI portal
Publication:1715692
DOI10.1007/s40314-018-0697-0zbMath1413.62082OpenAlexW2889323618MaRDI QIDQ1715692
A. Sikorski, Marcus Weber, Konstantin Fackeldey
Publication date: 29 January 2019
Published in: Computational and Applied Mathematics (Search for Journal in Brave)
Full work available at URL: https://doi.org/10.1007/s40314-018-0697-0
Classification and discrimination; cluster analysis (statistical aspects) (62H30) Inference from stochastic processes and spectral analysis (62M15) Markov chains (discrete-time Markov processes on discrete state spaces) (60J10)
Related Items
Uses Software
Cites Work
- Fuzzy spectral clustering by PCCA+: application to Markov state models and data classification
- A robust spectral method for finding lumpings and meta stable states of non-reversible Markov chains
- Eigenvalue bounds on convergence to stationarity for nonreversible Markov chains, with an application to the exclusion process
- An SVD approach to identifying metastable states of Markov chains
- A clustering procedure for exploratory mining of vector time series
- On the structure of stochastic matrices with a subdominant eigenvalue near 1
- Time-frequency clustering and discriminant analysis.
- Phase transitions and metastability in Markovian and molecular systems
- Identification of almost invariant aggregates in reversible nearly uncoupled Markov chains
- Robust Perron cluster analysis in conformation dynamics
- On an SVD-based algorithm for identifying meta-stable states of Markov chains
- An introduction to Markov state models and their application to long timescale molecular simulation
- Error Analysis in Nearly-Completely Decomposable Stochastic Systems
- Nonlocal Perturbation Analysis of the Schur System of a Matrix
- Transport in time-dependent dynamical systems: Finite-time coherent sets
- Almost-Invariant and Finite-Time Coherent Sets: Directionality, Duration, and Diffusion
- A Survey of Eigenvector Methods for Web Information Retrieval
- Matlab code for sorting real Schur forms
- Aggregation of Variables in Dynamic Systems
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
This page was built for publication: Spectral clustering for non-reversible Markov chains
