Chris Giannella

Publication Activity (10 Years)

Years Active: 1997-2017
Publications (10 Years): 3

Top Topics

Sensor Networks

Detect Outliers

Data Perturbation

Foreign Language

Top Venues

Nat. Lang. Eng.

Knowl. Inf. Syst.

Data Knowl. Eng.

Publications

Chris Giannella, Ransom K. Winder, Stacy Petersen
Dropped personal pronoun recovery in Chinese SMS. Nat. Lang. Eng. 23 (6) (2017)
Anil Yelundur, Chris Giannella, Karine Megerdoomian, Craig Pfeifer
Event classification in foreign language aviation reports. Int. J. Knowl. Eng. Data Min. 4 (1) (2016)
Chris Giannella
An improved algorithm for unsupervised decomposition of a multi-author document. J. Assoc. Inf. Sci. Technol. 67 (2) (2016)
Chris Giannella, Eric Bloedorn
Spectral malware behavior clustering. ISI (2015)
Chris Giannella, Kun Liu, Hillol Kargupta
Breaching Euclidean distance-preserving data perturbation using few known inputs. Data Knowl. Eng. 83 (2013)
Joel W. Branch, Chris Giannella, Boleslaw K. Szymanski, Ran Wolff, Hillol Kargupta
In-network outlier detection in wireless sensor networks. Knowl. Inf. Syst. 34 (1) (2013)
Patrick Schone, Tim Allison, Chris Giannella, Craig Pfeifer
Bootstrapping Multilingual Relation Discovery Using English Wikipedia and Wikimedia-Induced Entity Extraction. ICTAI (2011)
Kanishka Bhaduri, Bryan L. Matthews, Chris Giannella
Algorithms for speeding up distance-based outlier detection. KDD (2011)
Kanishka Bhaduri, Kamalika Das, Kirk D. Borne, Chris Giannella, Tushar Mahule, Hillol Kargupta
Scalable, asynchronous, distributed eigen monitoring of astronomy data streams. Stat. Anal. Data Min. 4 (3) (2011)
Kanishka Bhaduri, Kamalika Das, Chris Giannella
Distributed Monitoring of the R2 Statistic for Linear Regression. SDM (2011)
Joel W. Branch, Chris Giannella, Boleslaw K. Szymanski, Ran Wolff, Hillol Kargupta
In-Network Outlier Detection in Wireless Sensor Networks CoRR (2009)
Chris Giannella
New Instability Results for High Dimensional Nearest Neighbor Search CoRR (2009)
Chris Giannella, Kun Liu, Hillol Kargupta
On the Privacy of Euclidean Distance Preserving Data Perturbation CoRR (2009)
Souptik Datta, Chris Giannella, Hillol Kargupta
Approximate Distributed K-Means Clustering over a Peer-to-Peer Network. IEEE Trans. Knowl. Data Eng. 21 (10) (2009)
Kamalika Das, Kanishka Bhaduri, Sugandha Arora, Wesley Griffin, Kirk D. Borne, Chris Giannella, Hillol Kargupta
Scalable Distributed Change Detection from Astronomy Data Streams Using Local, Asynchronous Eigen Monitoring Algorithms. SDM (2009)
Chris Giannella
New instability results for high-dimensional nearest neighbor search. Inf. Process. Lett. 109 (19) (2009)
Kanishka Bhaduri, Ran Wolff, Chris Giannella, Hillol Kargupta
Distributed Decision-Tree Induction in Peer-to-Peer Systems. Stat. Anal. Data Min. 1 (2) (2008)
Haimonti Dutta, Chris Giannella, Kirk D. Borne, Hillol Kargupta
Distributed Top-K Outlier Detection from Astronomy Catalogs using the DEMAC System. SDM (2007)
Souptik Datta, Chris Giannella, Hillol Kargupta
K-Means Clustering Over a Large, Dynamic Network. SDM (2006)
Kun Liu, Chris Giannella, Hillol Kargupta
An Attacker's View of Distance Preserving Maps for Privacy Preserving Data Mining. PKDD (2006)
Joel W. Branch, Boleslaw K. Szymanski, Chris Giannella, Ran Wolff, Hillol Kargupta
In-Network Outlier Detection in Wireless Sensor Networks. ICDCS (2006)
Souptik Datta, Kanishka Bhaduri, Chris Giannella, Ran Wolff, Hillol Kargupta
Distributed Data Mining in Peer-to-Peer Networks. IEEE Internet Comput. 10 (4) (2006)
Sanghamitra Bandyopadhyay, Chris Giannella, Ujjwal Maulik, Hillol Kargupta, Kun Liu, Souptik Datta
Clustering distributed data streams in peer-to-peer environments. Inf. Sci. 176 (14) (2006)
Josenildo Costa da Silva, Chris Giannella, Ruchita Bhargava, Hillol Kargupta, Matthias Klusch
Distributed data mining and agents. Eng. Appl. Artif. Intell. 18 (7) (2005)
Chris Giannella, Bassem Sayrafi
An information theoretic histogram for single dimensional selectivity estimation. SAC (2005)
Chris Giannella, Ruchita Bhargava, Hillol Kargupta
Multi-agent Systems and Distributed Data Mining. CIA (2004)
Chris Giannella, Edward L. Robertson
On approximation measures for functional dependencies. Inf. Syst. 29 (6) (2004)
Chris Giannella, Kun Liu, Todd Olsen, Hillol Kargupta
Communication Efficient Construction of Decision Trees Over Heterogeneously Distributed Data. ICDM (2004)
Chris Giannella, Edward L. Robertson
A note on approximation measures for multi-valued dependencies in relational databases. Inf. Process. Lett. 85 (3) (2003)
Chris Giannella, Dirk Van Gucht
Adding a path connectedness operator to FO+poly (linear). Acta Informatica 38 (9) (2002)
Chris Giannella, Mehmet M. Dalkilic, Dennis P. Groth, Edward L. Robertson
Improving Query Evaluation with Approximate Functional Dependency Based Decompositions. BNCOD (2002)
Chris Giannella
An Axiomatic Approach to Defining Approximation Measures for Functional Dependencies. ADBIS (2002)
Catharine M. Wyss, Chris Giannella, Edward L. Robertson
FastFDs: A Heuristic-Driven, Depth-First Algorithm for Mining Functional Dependencies from Relation Instances - Extended Abstract. DaWaK (2001)
Mauricio Osorio, Juan Carlos Nieves, Chris Giannella
Useful Transformations in Answer set programming. Answer Set Programming (2001)
Chris Giannella, John S. Schlipf
An Empirical Study of the 4-valued Kripke-Kleene and 4-valued Well-Founded Semantics in Random Propositional Logic Programs. Ann. Math. Artif. Intell. 25 (3-4) (1999)
Fred S. Annexstein, Chris Giannella
An Empirical Study of "Lazy" Protocols for Routing Information in Dynamic Networks. SIROCCO (1997)