| 2015 | ISI | Spectral malware behavior clustering. | Chris Giannella, Eric Bloedorn |
| 2011 | ICTAI | Bootstrapping Multilingual Relation Discovery Using English Wikipedia and Wikimedia-Induced Entity Extraction. | Patrick Schone, Tim Allison, Chris Giannella, Craig Pfeifer |
| 2011 | KDD | Algorithms for speeding up distance-based outlier detection. | Kanishka Bhaduri, Bryan L. Matthews, Chris Giannella |
| 2011 | SDM | Distributed Monitoring of the R2 Statistic for Linear Regression. | Kanishka Bhaduri, Kamalika Das, Chris Giannella |
| 2009 | SDM | 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 |
| 2007 | SDM | Distributed Top-K Outlier Detection from Astronomy Catalogs using the DEMAC System. | Haimonti Dutta, Chris Giannella, Kirk D. Borne, Hillol Kargupta |
| 2006 | ICDCS | In-Network Outlier Detection in Wireless Sensor Networks. | Joel W. Branch, Boleslaw K. Szymanski, Chris Giannella, Ran Wolff, Hillol Kargupta |
| 2006 | SDM | K-Means Clustering Over a Large, Dynamic Network. | Souptik Datta, Chris Giannella, Hillol Kargupta |
| 2005 | SAC | An information theoretic histogram for single dimensional selectivity estimation. | Chris Giannella, Bassem Sayrafi |
| 2004 | ICDM | Communication Efficient Construction of Decision Trees Over Heterogeneously Distributed Data. | Chris Giannella, Kun Liu, Todd Olsen, Hillol Kargupta |
| 2002 | ADBIS | An Axiomatic Approach to Defining Approximation Measures for Functional Dependencies. | Chris Giannella |
| 2001 | DaWaK | FastFDs: A Heuristic-Driven, Depth-First Algorithm for Mining Functional Dependencies from Relation Instances - Extended Abstract. | Catharine M. Wyss, Chris Giannella, Edward L. Robertson |
| 1997 | SIROCCO | An Empirical Study of "Lazy" Protocols for Routing Information in Dynamic Networks. | Fred S. Annexstein, Chris Giannella |