| 2011 |
| 31 | Bootstrapping Multilingual Relation Discovery Using English Wikipedia and Wikimedia-Induced Entity Extraction. Patrick Schone, Tim Allison, Chris Giannella, Craig Pfeifer. ICTAI 2011, 944-951. Web SearchBibTeXDownload |
| 30 | Algorithms for speeding up distance-based outlier detection. Kanishka Bhaduri, Bryan L. Matthews, Chris Giannella. KDD 2011, 859-867. Web SearchBibTeXDownload |
| 29 | Distributed Monitoring of the R2 Statistic for Linear Regression. Kanishka Bhaduri, Kamalika Das, Chris Giannella. SDM 2011, 438-449. Web SearchBibTeXDownload |
| 28 | Scalable, asynchronous, distributed eigen monitoring of astronomy data streams. Kanishka Bhaduri, Kamalika Das, Kirk D. Borne, Chris Giannella, Tushar Mahule, Hillol Kargupta. Statistical Analysis and Data Mining (4): 336-352 (2011). Web SearchBibTeXDownload |
| 2009 |
| 27 | In-Network Outlier Detection in Wireless Sensor Networks. Joel W. Branch, Chris Giannella, Chris Giannella, Ran Wolff, Hillol Kargupta. CoRR (abs/0909.0685) (2009). Web SearchBibTeXDownload |
| 26 | New Instability Results for High Dimensional Nearest Neighbor Search. Chris Giannella. CoRR (abs/0906.0684) (2009). Web SearchBibTeXDownload |
| 25 | On the Privacy of Euclidean Distance Preserving Data Perturbation. Chris Giannella, Kun Liu, Hillol Kargupta. CoRR (abs/0911.2942) (2009). Web SearchBibTeXDownload |
| 24 | Approximate Distributed K-Means Clustering over a Peer-to-Peer Network. Souptik Datta, Chris Giannella, Hillol Kargupta. IEEE Trans. Knowl. Data Eng. (21): 1372-1388 (2009). Web SearchBibTeXDownload |
| 23 | New instability results for high-dimensional nearest neighbor search. Chris Giannella. Inf. Process. Lett. (109): 1109-1113 (2009). Web SearchBibTeXDownload |
| 22 | Scalable Distributed Change Detection from Astronomy Data Streams Using Local, Asynchronous Eigen Monitoring Algorithms. Kamalika Das, Kanishka Bhaduri, Sugandha Arora, Wesley Griffin, Kirk D. Borne, Chris Giannella, Hillol Kargupta. SDM 2009, 245-156. Web SearchBibTeXDownload |
| 2008 |
| 21 | A Survey of Attack Techniques on Privacy-Preserving Data Perturbation Methods. Kun Liu, Chris Giannella, Hillol Kargupta. Privacy-Preserving Data Mining 2008, 359-381. Web SearchBibTeXDownload |
| 20 | Distributed Decision-Tree Induction in Peer-to-Peer Systems. Kanishka Bhaduri, Ran Wolff, Chris Giannella, Hillol Kargupta. Statistical Analysis and Data Mining (1): 85-103 (2008). Web SearchBibTeXDownload |
| 2007 |
| 19 | Distributed Top-K Outlier Detection from Astronomy Catalogs using the DEMAC System. Haimonti Dutta, Chris Giannella, Kirk D. Borne, Hillol Kargupta. SDM 2007. Web SearchBibTeXDownload |
| 2006 |
| 18 | In-Network Outlier Detection in Wireless Sensor Networks. Joel W. Branch, Chris Giannella, Chris Giannella, Ran Wolff, Hillol Kargupta. ICDCS 2006, 51. Web SearchBibTeXDownload |
| 17 | Distributed Data Mining in Peer-to-Peer Networks. Souptik Datta, Kanishka Bhaduri, Chris Giannella, Ran Wolff, Hillol Kargupta. IEEE Internet Computing (10): 18-26 (2006). Web SearchBibTeXDownload |
| 16 | Clustering distributed data streams in peer-to-peer environments. Sanghamitra Bandyopadhyay, Chris Giannella, Ujjwal Maulik, Hillol Kargupta, Kun Liu, Souptik Datta. Inf. Sci. (176): 1952-1985 (2006). Web SearchBibTeXDownload |
| 15 | An Attacker's View of Distance Preserving Maps for Privacy Preserving Data Mining. Kun Liu, Chris Giannella, Hillol Kargupta. PKDD 2006, 297-308. Web SearchBibTeXDownload |
| 14 | K-Means Clustering Over a Large, Dynamic Network. Souptik Datta, Chris Giannella, Hillol Kargupta. SDM 2006. Web SearchBibTeXDownload |
| 2005 |
| 13 | Distributed data mining and agents. Josenildo Costa da Silva, Chris Giannella, Ruchita Bhargava, Hillol Kargupta, Matthias Klusch. Eng. Appl. of AI (18): 791-807 (2005). Web SearchBibTeXDownload |
| 12 | An information theoretic histogram for single dimensional selectivity estimation. Chris Giannella, Bassem Sayrafi. SAC 2005, 676-677. Web SearchBibTeXDownload |
| 2004 |
| 11 | Multi-agent Systems and Distributed Data Mining. Chris Giannella, Ruchita Bhargava, Hillol Kargupta. CIA 2004, 1-15. Web SearchBibTeXDownload |
| 10 | Communication Efficient Construction of Decision Trees Over Heterogeneously Distributed Data. Chris Giannella, Kun Liu, Todd Olsen, Hillol Kargupta. ICDM 2004, 67-74. Web SearchBibTeXDownload |
| 9 | On approximation measures for functional dependencies. Chris Giannella, Edward L. Robertson. Inf. Syst. (29): 483-507 (2004). Web SearchBibTeXDownload |
| 2003 |
| 8 | A note on approximation measures for multi-valued dependencies in relational databases. Chris Giannella, Edward L. Robertson. Inf. Process. Lett. (85): 153-158 (2003). Web SearchBibTeXDownload |
| 2002 |
| 7 | Adding a path connectedness operator to FO+poly (linear). Chris Giannella, Dirk Van Gucht. Acta Inf. (38): 621-648 (2002). Web SearchBibTeXDownload |
| 6 | An Axiomatic Approach to Defining Approximation Measures for Functional Dependencies. Chris Giannella. ADBIS 2002, 37-50. Web SearchBibTeXDownload |
| 5 | Improving Query Evaluation with Approximate Functional Dependency Based Decompositions. Chris Giannella, Mehmet M. Dalkilic, Dennis P. Groth, Edward L. Robertson. BNCOD 2002, 26-41. Web SearchBibTeXDownload |
| 2001 |
| 4 | Useful Transformations in Answer set programming. Mauricio Osorio, Juan Carlos Nieves, Chris Giannella. Answer Set Programming 2001. Web SearchBibTeXDownload |
| 3 | FastFDs: A Heuristic-Driven, Depth-First Algorithm for Mining Functional Dependencies from Relation Instances - Extended Abstract. Catharine M. Wyss, Chris Giannella, Edward L. Robertson. DaWaK 2001, 101-110. Web SearchBibTeXDownload |
| 1999 |
| 2 | An Empirical Study of the 4-valued Kripke-Kleene and 4-valued Well-Founded Semantics in Random Propositional Logic Programs. Chris Giannella, John S. Schlipf. Ann. Math. Artif. Intell. (25): 275-309 (1999). Web SearchBibTeXDownload |
| 1997 |
| 1 | An Empirical Study of "Lazy" Protocols for Routing Information in Dynamic Networks. Fred S. Annexstein, Chris Giannella. SIROCCO 1997, 176-187. Web SearchBibTeX |