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Kevin M. Carter

Carter, K., Streilein, W., Probabilistic Reasoning for Streaming Anomaly Detection, in Proceedings of IEEE Statistical Signal Processing Workshop, Ann Arbor, MI, August 5, 2012.
(Full Paper)

Carter, K., Gold, K., Priest, B., Analytics for Cyber Situational Awareness, 80th Annual MORS Symposium, Colorado Springs, CO, June 14, 2012.
(Abstract)

Carter, K. M., Lippman, R. P., Boyer, S. W., Temporally Oblivious Anomaly Detection on Large Networks Using Functional Peers, Internet Measurement Conference 2010, Melbourne, Australia, 3 November 2010, pp. 465-471.
(Full Paper)

Carter, K. M., Raich, R., Finn, W. G., Hero, A. O., Information-Geometric Dimensionality Reduction, in IEEE Signal Processing Magazine, Volume 28, Number 2, pp. 89-99, March 2011.

Finn, W. G., Harrington, A. M., Carter, K. M., Raich, R., Kroft, S. H., Hero, A. O., Immunophenotypic Signatures of Benign and Dysplastic Granulopoiesis by Cytomic Profiling, in Cytometry Part B (Clinical Cytometry), Volume 80B, pp. 282-290, March 2011.

Carter, K. M., Raich, R., Hero, A. O., On Local Dimension Estimation and Its Applications, in IEEE Transactions on Signal Processing, Volume 58, Number 2, pp. 650-663, February 2010.

Carter, K. M., Raich, R., Finn, W. G., Hero, A. O., FINE: Fisher Information Nonparametric Embedding, in IEEE Transactions on Pattern Analysis and Machine Intelligence, Volume 31, Number 11, pp. 2093-2098, November 2009.

Carter, K. M., Raich, R., Hero, A. O., Spherical laplacian information maps (SLIM) for dimensionality reduction, in Proc. of 2009 IEEE Workshop on Statistical SignalProcessing, pp. 405-408, September 2009.

Mei, L., Sun, M., Carter, K. M., Hero, A. O., Savarese, S., Unsupervised Object Pose Classification from Short Video Sequences, in BMVC, 2009.

Carter, K. M., Raich, R., Finn, W. G, Hero, A. O., Information Preserving Component Analysis: Data projections for flow cytometry analysis, in IEEE Journal on Selected Topics in Signal Processing: Special Issue on Digital Image Processing Techniques for Oncology, Volume 3, Number 1, pp. 148-158, February, 2009.

Finn, W. G., Carter, K. M., Raich, R., Stoolman, L. M., Hero, A. O., Analysis of clinical flow cytometric immunophenotyping data by clustering on statistical manifolds: treating flow cytometry data as high-dimensional objects, Cytometry Part B, Volume 76B, Number 1, pp. 1-7, Jan 2009.

Carter, K. M., Raich, R., Hero, A. O., An information geometric approach to supervised dimensionality reduction, in Proc. of IEEE Int. Conf. on Acoustics, Speech and Signal Processing, pp. 1829-1832, April 2009.

Carter, K. M., Kim, C., Raich, R., Hero, A. O., Information preserving embeddings for discrimination, in Proc. of IEEE Signal Processing Society DSP Workshop, pp. 381-386, January 2009.

Carter, K. M., Raich, R., Finn, W. G., Hero, A. O., Dimensionality Reduction of Flow Cytometric Data Through Information Preservation, in Proc. of IEEE Machine Learning for Signal Processing Workshop, October 2008.

Carter, K. M., Hero, A. O., Variance reduction with neighborhood smoothing for local intrinsic dimension estimation, IEEE Intl Conf. on Acoustics, Speech and Signal Processing, pp. 3917-3920, April 2008.

Carter, K. M., Raich, R., Hero, A. O., FINE: Information embedding for document classification, IEEE Intl Conf. on Acoustics, Speech and Signal Processing, April 2008, pp. 1861-1864, April 2008.

Kreucher, C., Carter, K. M., An information theoretic approach to processing management, IEEE Intl Conf. on Acoustics, Speech and Signal Processing, pp. 1869-1872, April 2008.

Carter, K. M., Raich, R., Hero, A. O., Learning on statistical manifolds for clustering and visualization, Proc. of 45th Annual Allerton Conference on Communication, Control, and Computing, September 2007.

Carter, K. M., Raich, R., Hero, A. O., De-biasing for local dimension estimation, in IEEE Workshop on Stat. Sig. Processing (SSP), pp. 601-605, 2007.

 

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