Kirk Borne's Publications

• Astronomy articles listed at the Astrophysics Data System abstract service
• Astronomy-related publications listed at the ArXiv.org astro-ph preprint service
• Computer Science-related publications listed at DBLP

• Borne, K., "The Interaction-Activity Connection", prepared for the Sant'Agata Conference on Interacting Galaxies: in Pairs, Groups, and Clusters (1995).
• Borne, K., "Data Mining Resources for Space Science", web resource guide (preserved at the Internet Archive -- it takes a while to retrieve from the Archive) (2003).
• Borne, K., "Distributed Data Mining in the National Virtual Observatory", SPIE Data Mining and Knowledge Discovery: Theory, Tools, and Technology V, 5098, 211-218 (2003).
• Borne, K., "Data-Driven Discovery through e-Science Technologies", IEEE International Conference on Space Mission Challenges for Information Technology, 251-256 (2006).
• Borne, K., & Eastman, T., "Collaborative Knowledge-Sharing for E-Science", AAAI Fall Symposium, Workshop on the Semantic Web for Collaborative Knowledge Acquisition, 104-105 (2006).
• Giannella, C., Dutta, H., Borne, K., Wolff, R., & Kargupta, H., "Distributed Data Mining for Astronomy Catalogs", in SIAM Scientific Data Mining (2006).
• J.Miller & K.Borne, "Automated Wildfire Detection through Artificial Neural Networks", in Remote Sensing and Modeling Applications to Wildland Fires (2007).
• Dutta, H., Giannella, C., Borne, K., & Kargupta, H., "Distributed Top-K Outlier Detection from Astronomy Catalogs using the DEMAC System", in SIAM Scientific Data Mining (2007).
• Borne, K., "A Machine Learning Classification Broker for Petascale Mining of Large-scale Astronomy Sky Survey Databases", in Next Generation of Data Mining NGDM07 (2007).
• Borne, K., Wallin, J., & Weigel, R., "The New Undergraduate Program in Computational and Data Sciences at GMU", Lecture Notes in Computer Science, 5545, 74-83 (2009).
• Das, K., Bhaduri, K., Arora, S, Grin, W., Borne, K., Giannella, C., & Kargupta, H., "Scalable Distributed Change Detection from Astronomy Data Streams using Local, Asynchronous Eigen Monitoring Algorithms", SIAM Data Mining, 247-258 (2009).
• Dutta, H., Zhu, X., Mahule, T., Kargupta, H., Borne, K., Lauth, C., Holz, F., & Heyer, G., "TagLearner: A P2P Classifier Learning System from Collaboratively Tagged Text Documents", IEEE International Conference on Data Mining - Workshop on Mining Multiple Information Sources, 495-500 (2009).
• Borne, K., "Effective Outlier Detection using K-Nearest Neighbor Data Distributions: Unsupervised Exploratory Mining of Non-Stationarity in Data Streams", submitted to Machine Learning Journal (2010).
• Borne, K., & Vedachalam, A., "Effective Outlier Detection in Science Data Streams", submitted to NASA Conference on Intelligent Data Understanding (2010).
• Baehr, S., Vedachalam, A., Borne, K., & Sponseller, D., "Data Mining the Galaxy Zoo Mergers", in the online proceedings of the NASA Conference on Intelligent Data Understanding (2010).
• Mahule, T., Borne, K., Dey, S., Arora, S., & Kargupta, H., "PADMINI: A Peer-to-Peer Distributed Astronomy Data Mining System and a Case Study", in the online proceedings of the NASA Conference on Intelligent Data Understanding (2010).

Author: Kirk D. Borne
Last Revised: 22 November 2010 (KDB)