A Comprehensive Overview of Basic Clustering Algorithms

[1]  O. Mangasarian,et al.  Semi-Supervised Support Vector Machines for Unlabeled Data Classification , 2001 .

[2]  Narendra Ahuja,et al.  Gaussian mixture model for human skin color and its applications in image and video databases , 1998, Electronic Imaging.

[3]  Ayhan Demiriz,et al.  Semi-Supervised Support Vector Machines , 1998, NIPS.

[4]  Paul S. Bradley,et al.  Scaling Clustering Algorithms to Large Databases , 1998, KDD.

[5]  Paul S. Bradley,et al.  Initialization of Iterative Refinement Clustering Algorithms , 1998, KDD.

[6]  Christopher J. C. Burges,et al.  A Tutorial on Support Vector Machines for Pattern Recognition , 1998, Data Mining and Knowledge Discovery.

[7]  Paul S. Bradley,et al.  Clustering via Concave Minimization , 1996, NIPS.

[8]  Tin Kam Ho,et al.  Building projectable classifiers of arbitrary complexity , 1996, Proceedings of 13th International Conference on Pattern Recognition.

[9]  Clark F. Olson,et al.  Parallel Algorithms for Hierarchical Clustering , 1995, Parallel Comput..

[10]  Jiawei Han,et al.  Efficient and Effective Clustering Methods for Spatial Data Mining , 1994, VLDB.

[11]  Geoffrey C. Fox,et al.  Vector quantization by deterministic annealing , 1992, IEEE Trans. Inf. Theory.

[12]  C. D. Gelatt,et al.  Optimization by Simulated Annealing , 1983, Science.

[13]  James C. Bezdek,et al.  Pattern Recognition with Fuzzy Objective Function Algorithms , 1981, Advanced Applications in Pattern Recognition.

[14]  Karl Rihaczek,et al.  1. WHAT IS DATA MINING? , 2019, Data Mining for the Social Sciences.

[15]  Adrian E. Raftery,et al.  How Many Clusters? Which Clustering Method? Answers Via Model-Based Cluster Analysis , 1998, Comput. J..

[16]  K. Obermayer,et al.  Statistical Physics of Clustering Algorithms , 1998 .

[17]  Catherine Blake,et al.  UCI Repository of machine learning databases , 1998 .

[18]  Joachim M. Buhmann,et al.  Pairwise Data Clustering by Deterministic Annealing , 1997, IEEE Trans. Pattern Anal. Mach. Intell..

[19]  S. Odewahn,et al.  Automated star/galaxy discrimination with neural networks , 1992 .

[20]  J. MacQueen.  Some methods for classification and analysis of multivariate observations , 1967 .