Bayesian network

Probabilistic graphical models : principles and techniques

Daniel L. Koller, Nir Friedman

Citations: 6456 • 2009

Parallel Problem Solving from Nature - PPSN VIII

Citations: 1151 • 2004

Probabilistic Graphical Models: Principles and Techniques - Adaptive Computation and Machine Learning

Daphne Koller, Nir Friedman

Citations: 472 • 2009

An empirical study of machine learning techniques for affect recognition in human–robot interaction

Pramila Rani, Changchun Liu, Nilanjan Sarkar, Eric J. Vanman

Citations: 313 • 2006

A General Framework for Uncertainty Estimation in Deep Learning

Citations: 272 • 2020

Scenic: a language for scenario specification and scene generation

Citations: 214 • 2019

Empirical Assessment of Machine Learning based Software Defect Prediction Techniques

V.U.B. Challagulla, Farokh Bastani, I‐Ling Yen, Raymond A. Paul

Citations: 153 • 2006

Intelligent Human-Machine Interaction Based on Dynamic Bayesian Networks Probabilistic Intention Recognition

Karim A. Tahboub

Citations: 139 • 2006

Hybrid Marko v Logic Networks

Jue Wang, Pedro Domingos

Citations: 118 • 2008

Dynamic belief networks for discrete monitoring

Ann E. Nicholson, J. Michael Brady

Citations: 106 • 1994

Adaptive Robot Language Tutoring Based on Bayesian Knowledge Tracing and Predictive Decision-Making

Thorsten Schodde, Kirsten von Bergmann, Stefan Kopp

Citations: 104 • 2017

Web robot detection: A probabilistic reasoning approach

Athena Stassopoulou, Marios D. Dikaiakos

Citations: 101 • 2008

Navigation and robotics improved alignment compared with PSI and conventional instrument, while clinical outcomes were similar in TKA: a network meta‐analysis

Kai Lei, Liming Liu, Xin Chen, Qing Feng, Liu Yang, Lin Guo

Citations: 86 • 2021

From Stochastic Grammar to Bayes Network: Probabilistic Parsing of Complex Activity

Nam Vo, Aaron Bobick

Citations: 82 • 2014

Probabilistic object tracking using a range camera

Manuel Wüthrich, Peter Pástor, Mrinal Kalakrishnan, Jeannette Bohg, Stefan Schaal

Citations: 80 • 2013

Introvert: Human Trajectory Prediction via Conditional 3D Attention

Nasim Shafiee, Taşkın Padır, Ehsan Elhamifar

Citations: 74 • 2021

OpenDial: A Toolkit for Developing Spoken Dialogue Systems with Probabilistic Rules

Pierre Lison, Casey Kennington

Citations: 73 • 2016

Introduction to Probabilistic Graphical Models

Franz Pernkopf, Robert Peharz, Sebastian Tschiatschek

Citations: 68 • 2014

Planning with Noisy Probabilistic Relational Rules

Citations: 64 • 2010

An empirical study of machine learning techniques for affect recognition in human-robot interaction

Changchun Liu, P. Arockia Jansi Rani, Nilanjan Sarkar

Citations: 63 • 2005