Nevin L. Zhang

Nevin L. Zhang publication distribution in Computer Science in 2026

The chart shows the distribution of publications by all Research.com ranked scientists in the field of Computer Science in 2026. The highlighted bar marks where Nevin L. Zhang sits on this spectrum.

Nevin L. Zhang D-index placement in Computer Science in 2026

The chart shows the D-index (discipline H-index) distribution of Computer Science scientists ranked by Research.com in 2026. The highlighted bar marks where Nevin L. Zhang sits on this spectrum.

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