David A. Bell

Best Publications

• KNN Model-Based Approach in Classification

  Gongde Guo;Hui Wang;David A. Bell;Yaxin Bi

  2126
  Citations

• Learning Bayesian networks from data: an information-theory based approach

  Jie Cheng;Russell Greiner;Jonathan Kelly;David Bell

  1418
  Citations

• Learning belief networks from data: an information theory based approach

  Unknown

  359
  Citations

• A Formalism for Relevance and Its Application in Feature Subset Selection

  David A. Bell;Hui Wang

  314
  Citations

• Rough computational methods for information systems

  Unknown

  253
  Citations

• Using kNN model for automatic text categorization

  Gongde Guo;Hui Wang;David Bell;Yaxin Bi

  177
  Citations

• The combination of multiple classifiers using an evidential reasoning approach

  Yaxin Bi;Jiwen Guan;David Bell

  154
  Citations

• Learning Bayesian Networks from Data: An Efficient Approach Based on Information Theory

  Unknown

  153
  Citations

• The role of domain knowledge in data mining

  Unknown

  149
  Citations

• EDM : A general framework for data mining based on evidence theory

  Unknown

  148
  Citations

• A data mining methodology for cross-sales

  Unknown

  140
  Citations

• A Novel Particle Swarm Optimization Approach for Patient Clustering From Emergency Departments

  Weibo Liu;Zidong Wang;Xiaohui Liu;Nianyin Zeng

  137
  Citations

• Knowledge base revision in description logics

  Unknown

  89
  Citations

• Computational methods for rough classification and discovery

  Unknown

  84
  Citations

• Designing a kernel for data mining

  S.S. Anand;B.W. Scotney;M.G. Tan;S.I. McClean

  81
  Citations

• Axiomatic approach to feature subset selection based on relevance

  Hui Wang;D. Bell;F. Murtagh

  81
  Citations

• Combining Multiple Classifiers Using Dempster’s Rule of Combination for Text Categorization

  Yaxin Bi;David A. Bell;Hui Wang;Gongde Guo

  78
  Citations

• Generalized union and project operations for pooling uncertain and imprecise information

  D. A. Bell;J. W. Guan;Suk Kyoon Lee

  74
  Citations

• On combining classifier mass functions for text categorization

  Unknown

  73
  Citations

• Proceedings of the 19th International Conference on Very Large Data Bases

  Rakesh Agrawal;Seán Baker;David A. Bell

  23
  Citations