Markov property

Wearable Inertial Sensors for Daily Activity Analysis Based on Adam Optimization and the Maximum Entropy Markov Model

Sheikh Badar ud din Tahir, Ahmad Jalal, Kibum Kim

Citations: 118 • 2020

Segmenting Continuous Motions with Hidden Semi-markov Models and Gaussian Processes

Tomoaki Nakamura, Takayuki Nagai, Daichi Mochihashi, Ichiro Kobayashi, Hideki Asoh, Masahide Kaneko

Citations: 56 • 2017

Human-robot collaboration empowered by hidden semi-Markov model for operator behaviour prediction in a smart assembly system

Chiuhsiang Joe Lin, Kung‐Jeng Wang, Ahmed Abide Tadesse, Bereket Haile Woldegiorgis

Citations: 51 • 2021

Markov Chains With Maximum Entropy for Robotic Surveillance

Mishel George, Saber Jafarpour, Francesco Bullo

Citations: 44 • 2018

Contact State Estimation Using Multiple Model Estimation and Hidden Markov Models

Thomas Debus, Pierre E. Dupont, Robert D. Howe

Citations: 44 • 2004

Markov Chains With Maximum Return Time Entropy for Robotic Surveillance

Xiaoming Duan, Mishel George, Francesco Bullo

Citations: 34 • 2019

HVGH: Unsupervised Segmentation for High-Dimensional Time Series Using Deep Neural Compression and Statistical Generative Model

Masatoshi Nagano, Tomoaki Nakamura, Takayuki Nagai, Daichi Mochihashi, Ichiro Kobayashi, Wataru Takano

Citations: 20 • 2019

The stationary probability density of a class of bounded Markov processes

Muhamad Azfar Ramli, Gerard Leng

Citations: 10 • 2010

Interaction Modeling Based on Segmenting Two Persons Motions Using Coupled GP-HSMM

Satoru Oshikawa, Tomoaki Nakamura, Takayuki Nagai, Masahide Kaneko, Kotaro Funakoshi, Naoto Iwahashi, Mikio Nakano

Citations: 8 • 2018

On explicit form of the stationary distributions for a class of bounded Markov chains

Shaun McKinlay, Konstantin Borovkov

Citations: 8 • 2016

High-dimensional Motion Segmentation by Variational Autoencoder and Gaussian Processes

Masatoshi Nagano, Tomoaki Nakamura, Takayuki Nagai, Daichi Mochihashi, Ichiro Kobayashi, Wataru Takano

Citations: 6 • 2019

Identification and Validation of Markov Models with Continuous Emission Distributions for Execution Times

Anna Friebe, Alessandro V. Papadopoulos, Thomas Nolte

Citations: 6 • 2020

The stationary probability density of a class of bounded Markov processes

Muhamad Azfar Ramli, Gerard Leng

Citations: 4 • 2010

Probabilistic modeling of programmable stochastic self-assembly of robotic modules

Bahar Haghighat, Robin Thandiackal, Maximilian Mordig, Alcherio Martinoli

Citations: 3 • 2017

Markov Chains with Maximum Return Time Entropy for Robotic Surveillance

Xiaoming Duan, Mishel George, Francesco Bullo

Citations: 3 • 2018

Controllability and decentralized stabilization of the Kolmogorov forward equation for Markov chains

Karthik Elamvazhuthi, Shiba Biswal, Spring Berman

Citations: 2 • 2020