Concepedia

Higher-order Markov Models

Higher-Order Markov Models is a type of stochastic process model in which the probability distribution of future states depends on a fixed number of preceding states greater than one, thereby extending the first-order Markov property by incorporating longer memory dependencies in state transitions.

158

Publications

8.8K

Citations

343

Authors

224

Institutions

Publications per year

2017–2026

20

Parents

Publications

158

On verifying the first-order Markovian assumption for a Rayleigh fading channel model

Hong Shen Wang, Pao‐Chi Chang · IEEE Transactions on Vehicular Technology · 1996 · 534 citations

, , +14

A Model for High-Order Markov Chains

Adrian E. Raftery · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 1985 · 455 citations

, , +9

Information geometry on hierarchy of probability distributions

IEEE Transactions on Information Theory · 2001 · 406 citations

, , +15

Variable length Markov chains

Peter Bühlmann, Abraham J. Wyner · The Annals of Statistics · 1999 · 399 citations · Full text

, , +13

Finding the Largest Eigenvalue of a Nonnegative Tensor

Michael K. Ng, Liqun Qi, Guanglu Zhou · SIAM Journal on Matrix Analysis and Applications · 2009 · 329 citations

, , +14

1–5 of 158

Authors

343

  1. MK
    Michael K. Ng

    Hong Kong Baptist University, Hong Kong SAR China

    6 publications · 687 citations

    6

    h-index

  2. JA
    Johan A. du Preez

    Stellenbosch University, South Africa

    4 publications · 78 citations

    4

    h-index

  3. JH
    Jan H. Schumann

    University of Passau, Germany

    3 publications · 220 citations

    3

    h-index

  4. EA
    Eva Anderl

    University of Passau, Germany

    3 publications · 220 citations

    3

    h-index

  5. FV
    Florian von Wangenheim

    ETH Zurich, Switzerland

    3 publications · 220 citations

    3

    h-index

1–5 of 343

Institutions

224

  1. University of Hong Kong

    Pok Fu Lam, Hong Kong

    6 h-index

    10 publications

    326 citations

  2. University of Waterloo

    Waterloo, Canada

    4 h-index

    7 publications

    457 citations

  3. Nanyang Technological University

    Singapore, Singapore

    3 h-index

    5 publications

    558 citations

  4. Kuwait University

    Kuwait City, Kuwait

    3 h-index

    5 publications

    233 citations

  5. ETH Zurich

    Zurich, Switzerland

    3 h-index

    6 publications

    440 citations

  6. University of Passau

    Passau, Germany

    3 h-index

    6 publications

    440 citations

  7. University of Chicago

    Chicago, United States

    3 h-index

    3 publications

    155 citations

  8. Stellenbosch University

    Stellenbosch, South Africa

    3 h-index

    4 publications

    80 citations

1–8 of 224

Venues

  1. IEEE Transactions on Information Theory

    5 publications · 498 citations

    5

    h-index

  2. PLoS ONE

    4 publications · 193 citations

    4

    h-index

  3. 3

    h-index

  4. BMC Bioinformatics

    3 publications · 181 citations

    3

    h-index

  5. Bioinformatics

    3 publications · 199 citations

    3

    h-index

1–5