A Comparison of Induction Algorithms for Selective and non-Selective Bayesian Classifiers

[1]  Gregory M. Provan,et al.  Efficient Learning of Selective Bayesian Network Classifiers , 1996, ICML.

[2]  G. Provan.  Eecient Learning of Selective Bayesian Network Classiiers , 1996 .

[3]  Moninder Singh,et al.  Construction of Bayesian network structures from data: A brief survey and an efficient algorithm , 1995, Int. J. Approx. Reason..

[4]  Gregory M. Provan,et al.  Learning Bayesian Networks Using Feature Selection , 1995, AISTATS.

[5]  P. Langley.  Selection of Relevant Features in Machine Learning , 1994 .

[6]  Pat Langley,et al.  Induction of Selective Bayesian Classifiers , 1994, UAI.

[7]  Ron Kohavi,et al.  Irrelevant Features and the Subset Selection Problem , 1994, ICML.

[8]  Rich Caruana,et al.  Greedy Attribute Selection , 1994, ICML.

[9]  Igor Kononenko,et al.  Estimating Attributes: Analysis and Extensions of RELIEF , 1994, ECML.

[10]  Russell G. Almond,et al.  Strategies for Graphical Model Selection , 1994 .

[11]  Claire Cardie,et al.  Using Decision Trees to Improve Case-Based Learning , 1993, ICML.

[12]  Pat Langley,et al.  Induction of Recursive Bayesian Classifiers , 1993, ECML.

[13]  Larry A. Rendell,et al.  The Feature Selection Problem: Traditional Methods and a New Algorithm , 1992, AAAI.

[14]  Larry A. Rendell,et al.  A Practical Approach to Feature Selection , 1992, ML.

[15]  Thomas G. Dietterich,et al.  Learning with Many Irrelevant Features , 1991, AAAI.

[16]  Gregory F. Cooper,et al.  An Entropy-driven System for Construction of Probabilistic Expert Systems from Databases , 1990, UAI.

[17]  Kristian G. Olesen,et al.  HUGIN - A Shell for Building Bayesian Belief Universes for Expert Systems , 1989, IJCAI.

[18]  Kristian G. Olesen,et al.  HUGIN - a Shell for Building Belief Universes for Expert Systems , 1989, IJCAI 1989.

[19]  Jack Sklansky,et al.  On Automatic Feature Selection , 1988, Int. J. Pattern Recognit. Artif. Intell..

[20]  Judea Pearl,et al.  Probabilistic reasoning in intelligent systems , 1988 .

[21]  Keinosuke Fukunaga,et al.  A Branch and Bound Algorithm for Feature Subset Selection , 1977, IEEE Transactions on Computers.

[22]  Thomas Marill,et al.  On the effectiveness of receptors in recognition systems , 1963, IEEE Trans. Inf. Theory.