UQ Methods for HPDA and Cybersecurity Models, Data, and Use Cases
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Ramakrishna Tipireddy | Xiaofan Yang | Jian Yin | David W. Engel | Alexandre M. Tartakovsky | Zhijie Xu | Bin Zheng | Huan Lei | Kenneth D. Jarman | A. Tartakovsky | K. Jarman | Z. Xu | Bin Zheng | R. Tipireddy | David W. Engel | Xiaofan Yang | Jian Yin | Huan Lei
[1] Lise Getoor,et al. Subgraph pattern matching over uncertain graphs with identity linkage uncertainty , 2014, 2014 IEEE 30th International Conference on Data Engineering.
[2] Konstantina Papagiannaki,et al. Traffic matrices: balancing measurements, inference and modeling , 2005, SIGMETRICS '05.
[3] Xinming Ou,et al. Uncertainty and Risk Management in Cyber Situational Awareness , 2010, Cyber Situational Awareness.
[4] Daniel Boley,et al. A Scalable Hierarchical Algorithm for Unsupervised Clustering , 2001 .
[5] Zhe Jiang,et al. Spatial Statistics , 2013 .
[6] George Kollios,et al. k-nearest neighbors in uncertain graphs , 2010, Proc. VLDB Endow..
[7] Zahir Tari,et al. Toward an efficient and scalable feature selection approach for internet traffic classification , 2013, Comput. Networks.
[8] Zoubin Ghahramani,et al. Probabilistic graphical models for semi-supervised traffic classification , 2010, IWCMC.
[9] Chris H. Q. Ding,et al. On the Equivalence of Nonnegative Matrix Factorization and Spectral Clustering , 2005, SDM.
[10] Michalis Faloutsos,et al. Internet traffic classification demystified: myths, caveats, and the best practices , 2008, CoNEXT '08.
[11] Kavé Salamatian,et al. Combining filtering and statistical methods for anomaly detection , 2005, IMC '05.
[12] Reza Azmi,et al. Botnet Detection using NetFlow and Clustering , 2014 .
[13] Matthew Roughan,et al. Internet Traffic Matrices: A Primer , 2013 .
[14] Ulrike von Luxburg,et al. A tutorial on spectral clustering , 2007, Stat. Comput..
[15] Hong Zhou,et al. Energy-Based Hierarchical Edge Clustering of Graphs , 2008, 2008 IEEE Pacific Visualization Symposium.
[16] Ludmil T. Zikatanov,et al. A Cascadic Multigrid Algorithm for Computing the Fiedler Vector of Graph Laplacians , 2014, 1412.0565.
[17] George Kollios,et al. Clustering Large Probabilistic Graphs , 2013, IEEE Transactions on Knowledge and Data Engineering.
[18] George Bebis,et al. A survey of network flow applications , 2013, J. Netw. Comput. Appl..
[19] Theodore B. Trafalis,et al. Support vector machine classification of uncertain and imbalanced data using robust optimization , 2011 .
[20] Vladimir N. Vapnik,et al. The Nature of Statistical Learning Theory , 2000, Statistics for Engineering and Information Science.
[21] Kavé Salamatian,et al. Traffic matrix tracking using Kalman filters , 2005, PERV.
[22] Jitendra Malik,et al. Normalized cuts and image segmentation , 1997, Proceedings of IEEE Computer Society Conference on Computer Vision and Pattern Recognition.
[23] Dan Cornford,et al. Neural Network Modelling with Input Uncertainty: Theory and Application , 2000, J. VLSI Signal Process..
[24] Cliff Joslyn,et al. Discrete Mathematical Approaches to Graph-Based Traffic Analysis , 2014 .
[25] Chris H. Q. Ding,et al. Orthogonal nonnegative matrix t-factorizations for clustering , 2006, KDD '06.
[26] Georg Carle,et al. Traffic Anomaly Detection Using K-Means Clustering , 2007 .
[27] W. A. Wright,et al. Bayesian approach to neural-network modeling with input uncertainty , 1999, IEEE Trans. Neural Networks.
[28] Enrico Zio,et al. Unsupervised spectral clustering for hierarchical modelling and criticality analysis of complex networks , 2013, Reliab. Eng. Syst. Saf..
[29] Chris H. Q. Ding,et al. Symmetric Nonnegative Matrix Factorization for Graph Clustering , 2012, SDM.
[30] Vyas Sekar,et al. An empirical evaluation of entropy-based traffic anomaly detection , 2008, IMC '08.
[31] Charu C. Aggarwal,et al. A Survey of Uncertain Data Clustering Algorithms , 2018, Data Clustering: Algorithms and Applications.
[32] K.-H. Anders,et al. A Hierarchical Graph-Clustering Approach to find Groups of Objects , 2003 .
[33] Jugal K. Kalita,et al. Network attacks: Taxonomy, tools and systems , 2014, J. Netw. Comput. Appl..