Nevin L. Zhang

Best Publications

• Exploiting causal independence in Bayesian network inference

  Nevin Lianwen Zhang;David Poole

  645
  Citations

• Incremental pruning: a simple, fast, exact method for partially observable Markov decision processes

  Anthony Cassandra;Michael L. Littman;Nevin L. Zhang

  536
  Citations

• A simple approach to Bayesian network computations

  Nevin L. Zhang;D. Poole

  484
  Citations

• Hierarchical Latent Class Models for Cluster Analysis

  Unknown

  325
  Citations

• Speeding up the convergence of value iteration in partially observable Markov decision processes

  Unknown

  195
  Citations

• Probabilistic inference in influence diagrams

  Unknown

  164
  Citations

• Probabilistic Inference in Influence Diagrams

  Unknown

  142
  Citations

• Latent tree models and diagnosis in traditional Chinese medicine

  Nevin L. Zhang;Shihong Yuan;Tao Chen;Yi Wang

  122
  Citations

• Model-based multidimensional clustering of categorical data

  Tao Chen;Nevin L. Zhang;Tengfei Liu;Kin Man Poon

  119
  Citations

• A deep learning–based method for the design of microstructural materials

  Unknown

  116
  Citations

• A survey on latent tree models and applications

  Unknown

  100
  Citations

• Hidden-mode Markov decision processes for nonstationary sequential decision making

  Samuel P. M. Choi;Dit-Yan Yeung;Nevin L. Zhang

  96
  Citations

• GeoMob: A Mobility-aware Geocast Scheme in Metropolitans via Taxicabs and Buses

  Lei Zhang;Boyang Yu;Jianping Pan

  93
  Citations

• A computational theory of decision networks

  Nevin L Zhang;Runping Qi;David Poole

  88
  Citations

• Efficient learning of hierarchical latent class models

  N.L. Zhang;T. Kocka

  71
  Citations

• On the role of context-specific independence in probabilistic inference

  Nevin Lianwen Zhang;David Poole

  62
  Citations

• A model approximation scheme for planning in partially observable stochastic domains

  Unknown

  61
  Citations

• Latent variable discovery in classification models

  Nevin L Zhang;Thomas D Nielsen;Finn V Jensen

  59
  Citations

• Hierarchical latent tree analysis for topic detection

  Unknown

  58
  Citations

• Incremental Pruning: A Simple, Fast, Exact Method for Partially Observable Markov Decision Processes

  Anthony R. Cassandra;Michael L. Littman;Nevin Lianwen Zhang

  27
  Citations