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Anna Goldenberg's Publications:

A. Zheng and A. Goldenberg (2006) A Generative Model for Dynamic Contextual Friendship Networks Technical Report CMU-ML-06-107 (pdf)

A. Goldenberg and A. Zheng (2006) Exploratory Study of a New Model for Evolving Networks To be published as part of Lecture Notes in Computer Science (pdf)

A. Goldenberg and A. Moore (2005) Bayes Net Graphs to Understand Coauthorship Networks KDD Workshop on Link Discovery: Issues, Approaches and Applications (pdf)

A. Goldenberg and M. Chickering (2004) Learning Bayesian Networks by Sampling Variable Orderings Technical Report MSR-TR-2005-34 (none yet)

A. Goldenberg and A. Moore (2004) Tractable Learning of Large Bayes Net Structures from Sparse Data ICML 2004 (ps)

A. Goldenberg, J Kubica, P Komarek, A Moore and J Schneider (2003) A Comparison of Statistical and Machine Learning Algorithms on the Task of Link Completion KDD Workshop on Link Analysis for Detecting Complex Behavior (ps)

Goldenberg, A., Shmueli, G., and Caruana, R. A., (2002) Using Grocery Sales Data for the Detection of Bio-Terrorist Attacks. Submitted to Statistics in Medicine, 2002 (pdf)

Goldenberg, A., Shmueli, G., Caruana, A.R. & Fienberg, E.S. (2002) Early statistical detection of anthrax outbreaksby tracking over-the-counter medication sales. Proceedings of the National Academy of Sciences, 99, 5237 - 5240 (http://www.pnas.or\g/cgi/content/abstract/99/8/5237)
        Reference in Nature Science Update

A. Goldenberg (2001) Framework for Using Grocery Data for Early Detection of Bio-Terrorism Attacks. Technical Report CMU-CALD-01-101, Carnegie Mellon University, CALD, Pittsburgh, PA (ps.gz,pdf)

P. Yu, A. Goldenberg, Z. Bi. (2001) Time Series Forecasting using Wavelets with Predictor-Corrector Boundary Treatment, Proceedings of the Temporal Data Mining Workshop at the Seventh ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, San Francisco (ps.gz)

Kantardzic, M.M., Goldenberg A., Fagey P.W., (1999( Dimensionality Reduction in Experimental Spectroscopy using Visualization of Model-Derived Optical Parameters, ISCA Proceedings of the 8th International Conference on Intelligent Systems, Denver, CO June 24-26 , pp. 37-40

M. Kantardzic, A. Goldenberg, T. Howe, P. Fagey (2001) Artificial Neural Network Approach to Data Analysis and Parameter Estimation in Experimental Spectroscopy, Informatica, Vol 25, June 2001, pp 19-26

M. Kantardzic, A. Goldenberg, H. M. Hamdan (2000) Software Tool for Visualization of Neural Network Gaps, Proceedings of the 13th International Conference on Computer Applications in Industry and Engineering, Honolulu, November 2000, pp. 287-291