Learning with Preknowledge: Clustering with Point and Graph Matching Distance Measures

Maximum Likelihood from Incomplete Data Via the EM Algorithm

1977 • 46,601 citations

Pattern classification and scene analysis

1973 • 12,976 citations

Algorithms for Clustering Data

1990 • 8,109 citations

Neural Networks and the Bias/Variance Dilemma

1992 • 3,412 citations

Hierarchical Mixtures of Experts and the EM Algorithm

1994 • 2,520 citations

A graduated assignment algorithm for graph matching

1996 • 1,106 citations

Object recognition by computer: the role of geometric constraints

1992 • 676 citations

Efficient Pattern Recognition Using a New Transformation Distance

1992 • 474 citations

Statistical mechanics and phase transitions in clustering

1990 • 459 citations

A NEW METHOD FOR MAPPING OPTIMIZATION PROBLEMS ONTO NEURAL NETWORKS

1989 • 457 citations

Another interpretation of the EM algorithm for mixture distributions

1986 • 251 citations

Pattern recognition by labeled graph matching

1988 • 166 citations

The invisible hand algorithm: Solving the assignment problem with statistical physics

1994 • 143 citations

Statistical Physics Algorithms That Converge

1994 • 125 citations

New Algorithms for 2D and 3D Point Matching: Pose Estimation and Correspondence

1994 • 106 citations

Complexity Optimized Data Clustering by Competitive Neural Networks

1993 • 69 citations

Algebraic transformations of objective functions

1990 • 61 citations

Collective Computation With Continuous Variables

1986 • 29 citations

Clustering with a Domain-Specific Distance Measure

1993 • 13 citations

Invariant distance measures for planar shapes based on complex autoregressive model

1994 • 13 citations

Connectionist grammars for high-level vision

1994 • 11 citations

Central and Pairwise Data Clustering by Competitive Neural Networks

1993 • 9 citations

Unsupervised learning of object models

1993 • 4 citations

<title>Visual grammars and their neural networks</title>

1992 • 2 citations