Identifying intervals for hierarchical clustering using the Gershgorin circle theorem
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Johan A. K. Suykens | Raghvendra Mall | Siamak Mehrkanoon | J. Suykens | Raghvendra Mall | S. Mehrkanoon
[1] H. Akaike. A new look at the statistical model identification , 1974 .
[2] G. Schwarz. Estimating the Dimension of a Model , 1978 .
[3] J. Rissanen,et al. Modeling By Shortest Data Description* , 1978, Autom..
[4] G.B. Coleman,et al. Image segmentation by clustering , 1979, Proceedings of the IEEE.
[5] S. P. Lloyd,et al. Least squares quantization in PCM , 1982, IEEE Trans. Inf. Theory.
[6] D. N. Geary. Mixture Models: Inference and Applications to Clustering , 1989 .
[7] L. Wasserman,et al. A Reference Bayesian Test for Nested Hypotheses and its Relationship to the Schwarz Criterion , 1995 .
[8] Hans-Peter Kriegel,et al. A Density-Based Algorithm for Discovering Clusters in Large Spatial Databases with Noise , 1996, KDD.
[9] Robert Tibshirani,et al. Estimating the number of clusters in a data set via the gap statistic , 2000 .
[10] Jitendra Malik,et al. Normalized Cuts and Image Segmentation , 2000, IEEE Trans. Pattern Anal. Mach. Intell..
[11] Andrew W. Moore,et al. X-means: Extending K-means with Efficient Estimation of the Number of Clusters , 2000, ICML.
[12] Jianbo Shi,et al. A Random Walks View of Spectral Segmentation , 2001, AISTATS.
[13] Andrew W. Moore,et al. Repairing Faulty Mixture Models using Density Estimation , 2001, ICML.
[14] Michael I. Jordan,et al. On Spectral Clustering: Analysis and an algorithm , 2001, NIPS.
[15] Pietro Perona,et al. Grouping and dimensionality reduction by locally linear embedding , 2001, NIPS.
[16] Cor J. Veenman,et al. A Maximum Variance Cluster Algorithm , 2002, IEEE Trans. Pattern Anal. Mach. Intell..
[17] Greg Hamerly,et al. Learning the k in k-means , 2003, NIPS.
[18] Michael I. Jordan,et al. Latent Dirichlet Allocation , 2001, J. Mach. Learn. Res..
[19] Geoffrey E. Hinton,et al. Exponential Family Harmoniums with an Application to Information Retrieval , 2004, NIPS.
[20] Stephan R. Sain,et al. Multi-dimensional Density Estimation , 2004 .
[21] B. Schölkopf,et al. PG-means: learning the number of clusters in data , 2007 .
[22] Ulrike von Luxburg,et al. A tutorial on spectral clustering , 2007, Stat. Comput..
[23] Johan A. K. Suykens,et al. Multiway Spectral Clustering with Out-of-Sample Extensions through Weighted Kernel PCA , 2010, IEEE Transactions on Pattern Analysis and Machine Intelligence.
[24] Ricardo J. G. B. Campello,et al. Relative Validity Criteria for Community Mining Algorithms , 2012, 2012 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining.
[25] Choujun Zhan,et al. Laplacian Spectra and Synchronization Processes on Complex Networks , 2012 .
[26] Johan A. K. Suykens,et al. Hierarchical kernel spectral clustering , 2012, Neural Networks.
[27] Johan A. K. Suykens,et al. Self-tuned kernel spectral clustering for large scale networks , 2013, 2013 IEEE International Conference on Big Data.
[28] Johan A. K. Suykens,et al. Kernel Spectral Clustering for Big Data Networks , 2013, Entropy.
[29] Johan A. K. Suykens,et al. Multilevel Hierarchical Kernel Spectral Clustering for Real-Life Large Scale Complex Networks , 2014, PloS one.
[30] Ricardo J. G. B. Campello,et al. Relative Validity Criteria for Community Mining Algorithms , 2014, Encyclopedia of Social Network Analysis and Mining.
[31] Xiang-Sun Zhang,et al. Analysis of stability of community structure across multiple hierarchical levels , 2015, ArXiv.
[32] K. Suresh,et al. Image Segmentation using Clustering Algorithms , 2015 .