Distributed Clustering Algorithm in Sensor Networks via Normalized Information Measures
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Jiahu Qin | Weiming Fu | Yingda Zhu | Jiahu Qin | Weiming Fu | Yingda Zhu
[1] Wei Xing Zheng,et al. Resilient Consensus of Discrete-Time Complex Cyber-Physical Networks Under Deception Attacks , 2020, IEEE Transactions on Industrial Informatics.
[2] Mahmoud Naghibzadeh,et al. Distributed unequal clustering algorithm in large-scale wireless sensor networks using fuzzy logic , 2018, The Journal of Supercomputing.
[3] Chunguang Li,et al. Distributed Information Theoretic Clustering , 2014, IEEE Transactions on Signal Processing.
[4] Joydeep Ghosh,et al. Cluster Ensembles --- A Knowledge Reuse Framework for Combining Multiple Partitions , 2002, J. Mach. Learn. Res..
[5] Naftali Tishby,et al. The information bottleneck method , 2000, ArXiv.
[6] Andreas Krause,et al. Discriminative Clustering by Regularized Information Maximization , 2010, NIPS.
[7] Joydeep Ghosh,et al. Privacy-preserving distributed clustering using generative models , 2003, Third IEEE International Conference on Data Mining.
[8] Behrooz Safarinejadian,et al. Distributed variational Bayesian algorithms for Gaussian mixtures in sensor networks , 2010, Signal Process..
[9] Behrouz Safarinejadian,et al. A novel distributed variational approximation method for density estimation in sensor networks , 2016 .
[10] Georgios B. Giannakis,et al. Distributed Clustering Using Wireless Sensor Networks , 2011, IEEE Journal of Selected Topics in Signal Processing.
[11] Inderjit S. Dhillon,et al. Clustering with Bregman Divergences , 2005, J. Mach. Learn. Res..
[12] Jeffrey Considine,et al. Approximate aggregation techniques for sensor databases , 2004, Proceedings. 20th International Conference on Data Engineering.
[13] Qing Ling,et al. Decentralized learning for wireless communications and networking , 2015, ArXiv.
[14] Yong Xiang,et al. Protection of Big Data Privacy , 2016, IEEE Access.
[15] James Bailey,et al. Information Theoretic Measures for Clusterings Comparison: Variants, Properties, Normalization and Correction for Chance , 2010, J. Mach. Learn. Res..
[16] Ian F. Akyildiz,et al. Sensor Networks , 2002, Encyclopedia of GIS.
[17] Elena N. Stankova,et al. A Bayesian Information Criterion for Unsupervised Learning Based on an Objective Prior , 2019, ICCSA.
[18] Behrouz Safarinejadian,et al. Mobile-agent-based distributed variational Bayesian algorithm for density estimation in sensor networks , 2017 .
[19] Adrian Corduneanu,et al. Variational Bayesian Model Selection for Mixture Distributions , 2001 .
[20] C.N. Hadjicostis,et al. Finite-Time Distributed Consensus in Graphs with Time-Invariant Topologies , 2007, 2007 American Control Conference.
[21] Robert D. Nowak,et al. Distributed EM algorithms for density estimation and clustering in sensor networks , 2003, IEEE Trans. Signal Process..
[22] Gabriele Oliva,et al. Distributed k-means algorithm , 2013, ArXiv.
[23] Nir Friedman,et al. Probabilistic Graphical Models - Principles and Techniques , 2009 .
[24] Matthew J. Beal. Variational algorithms for approximate Bayesian inference , 2003 .
[25] Gang Niu,et al. Information-Maximization Clustering Based on Squared-Loss Mutual Information , 2014, Neural Computation.
[26] Antonio J. Plaza,et al. This article has been accepted for inclusion in a future issue of this journal. Content is final as presented, with the exception of pagination. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING 1 Spectral–Spatial Hyperspectral Image Segmentation Using S , 2022 .
[27] Ali H. Sayed,et al. Distributed Clustering and Learning Over Networks , 2014, IEEE Transactions on Signal Processing.
[28] Michael I. Jordan,et al. Gradient Descent Only Converges to Minimizers , 2016, COLT.
[29] Dongbing Gu,et al. Distributed EM Algorithm for Gaussian Mixtures in Sensor Networks , 2008, IEEE Transactions on Neural Networks.
[30] Chunguang Li,et al. Distributed Variational Bayesian Algorithms Over Sensor Networks , 2016, IEEE Transactions on Signal Processing.
[31] Wei Xing Zheng,et al. Distributed $k$ -Means Algorithm and Fuzzy $c$ -Means Algorithm for Sensor Networks Based on Multiagent Consensus Theory , 2017, IEEE Transactions on Cybernetics.
[32] K. Strimmer,et al. Optimal Whitening and Decorrelation , 2015, 1512.00809.
[33] José Carlos Príncipe,et al. Information Theoretic Clustering , 2002, IEEE Trans. Pattern Anal. Mach. Intell..
[34] Jacek M. Zurada,et al. Normalized Mutual Information Feature Selection , 2009, IEEE Transactions on Neural Networks.
[35] Sébastien Bubeck,et al. Convex Optimization: Algorithms and Complexity , 2014, Found. Trends Mach. Learn..
[36] Reza Olfati-Saber,et al. Consensus and Cooperation in Networked Multi-Agent Systems , 2007, Proceedings of the IEEE.
[37] Fuhui Long,et al. Feature selection based on mutual information criteria of max-dependency, max-relevance, and min-redundancy , 2003, IEEE Transactions on Pattern Analysis and Machine Intelligence.
[38] Y. Yao,et al. Information-Theoretic Measures for Knowledge Discovery and Data Mining , 2003 .
[39] William Bialek,et al. Geometric Clustering Using the Information Bottleneck Method , 2003, NIPS.
[40] Christopher Frost,et al. Spanner: Google's Globally-Distributed Database , 2012, OSDI.
[41] Nikos A. Vlassis,et al. Newscast EM , 2004, NIPS.
[42] Roberto López-Valcarce,et al. A diffusion-based distributed em algorithm for density estimation in wireless sensor networks , 2013, 2013 IEEE International Conference on Acoustics, Speech and Signal Processing.
[43] Tarald O. Kvålseth,et al. Entropy and Correlation: Some Comments , 1987, IEEE Transactions on Systems, Man, and Cybernetics.
[44] Christoforos N. Hadjicostis,et al. Distributed finite-time calculation of node eccentricities, graph radius and graph diameter , 2016, Syst. Control. Lett..