Markov Chains Publications

Publications in Markov Chains

Explore the most influential research papers and scholarly works that have shaped Markov Chains. Use the concept filter below to focus on a specific sub-area of research.

Markov Chains

1.5K

Publications

138.8K

Citations

Showing yearly statistics from 2000-2026.

Page 1

	Year	Citations
A tutorial on hidden Markov models and selected applications in speech recognition L. R. Rabiner Proceedings of the IEEE EngineeringMachine LearningHidden StatesDiscrete Markov ChainsSpeech Recognition	1989	22.6K
An introduction to hidden Markov models L. R. Rabiner, Biing‐Hwang Juang IEEE ASSP Magazine EngineeringBasic TheorySpeech RecognitionMarkov ChainsData Science	1986	4.7K
A Maximization Technique Occurring in the Statistical Analysis of Probabilistic Functions of Markov Chains Leonard E. Baum, Ted Petrie, George Soules The Annals of Mathematical Statistics Mathematical ProgrammingMarkov ChainsEngineeringDiscrete ProbabilityProbabilistic System	1970	4.3K
Markov Chains for Exploring Posterior Distributions Luke Tierney The Annals of Statistics Bayesian StatisticMarkov ChainsEngineeringMonte Carlo MethodStatistical Inference	1994	3.5K
Self-Attentive Sequential Recommendation Wang-Cheng Kang, Julian McAuley Artificial IntelligenceEngineeringMachine LearningSequential LearningRecurrent Neural Network	2018	2.5K
Markov Models in Medical Decision Making Frank A. Sonnenberg, J. Robert Beck Medical Decision Making EngineeringPrognosisMarkov Decision ProcessesDiscrete-event SimulationHospital Medicine	1993	2.4K
Maximum a posteriori estimation for multivariate Gaussian mixture observations of Markov chains J.-L. Gauvain, Chin‐Hui Lee IEEE Transactions on Speech and Audio Processing EngineeringMachine LearningSpeech RecognitionMarkov ChainsStatistical Signal Processing	1994	2.1K
Practical Markov Chain Monte Carlo Charles J. Geyer Statistical Science Stochastic SimulationMonte Carlo ErrorMarkov ChainsEngineeringData Science	1992	2K
Markov Chain Monte Carlo in Practice Mauro Gasparini, W. R. Gilks, Sylvia Richardson, Technometrics Markov ChainsEngineeringMonte Carlo MethodsModeling And SimulationProbability Theory	1997	1.8K
Finite Markov Chains. Keith Bush, John G. Kemeny, J. Laurie Snell American Mathematical Monthly Markov ChainsEngineeringNatural SciencesHidden Markov ModelStochastic Processes	1960	1.6K
Monte Carlo Sampling Methods Using Markov Chains and Their Applications W. K. Hastings Biometrika EngineeringMonte Carlo MethodsStochastic AnalysisMarkov Chain Monte CarloTheir Applications	1970	1.5K
Markov Chain Monte Carlo in Practice. Robert E. Kass, W. R. Gilks, S. Richardson, Journal of the American Statistical Association Markov ChainsEngineeringMonte Carlo MethodsMarkov Decision ProcessesProbability Theory	1997	1.4K

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