Chris Giannella

39 papers A* 2A 5B 3C 2Misc 1Journal 21Unranked 4
YearRankTypeTitle / Venue / Authors
2025 J jnl
Decision support for detecting sensitive text in government records.
Artif. Intell. Law
Karl Branting, Bradford Brown, Chris Giannella, James A. Van Guilder, Jeff Harrold, Sarah Howell, Jason R. Baron
2024 J jnl
Introduction to Graph Neural Networks: A Starting Point for Machine Learning Engineers.
CoRR
James H. Tanis, Chris Giannella, Adrian V. Mariano
2017 J jnl
Dropped personal pronoun recovery in Chinese SMS.
Nat. Lang. Eng.
Chris Giannella, Ransom K. Winder, Stacy Petersen
2016 J jnl
An improved algorithm for unsupervised decomposition of a multi-author document.
J. Assoc. Inf. Sci. Technol.
Chris Giannella
2016 J jnl
Event classification in foreign language aviation reports.
Int. J. Knowl. Eng. Data Min.
Anil Yelundur, Chris Giannella, Karine Megerdoomian, Craig Pfeifer
2015 C conf
Spectral malware behavior clustering.
ISI
Chris Giannella, Eric Bloedorn
2013 J jnl
Breaching Euclidean distance-preserving data perturbation using few known inputs.
Data Knowl. Eng.
Chris Giannella, Kun Liu, Hillol Kargupta
2013 J jnl
In-network outlier detection in wireless sensor networks.
Knowl. Inf. Syst.
Joel W. Branch, Chris Giannella, Boleslaw K. Szymanski, Ran Wolff, Hillol Kargupta
2011 A* conf
Algorithms for speeding up distance-based outlier detection.
KDD
Kanishka Bhaduri, Bryan L. Matthews, Chris Giannella
2011 B conf
Bootstrapping Multilingual Relation Discovery Using English Wikipedia and Wikimedia-Induced Entity Extraction.
ICTAI
Patrick Schone, Tim Allison, Chris Giannella, Craig Pfeifer
2011 A conf
Distributed Monitoring of the R2 Statistic for Linear Regression.
SDM
Kanishka Bhaduri, Kamalika Das, Chris Giannella
2011 J jnl
Scalable, asynchronous, distributed eigen monitoring of astronomy data streams.
Stat. Anal. Data Min.
Kanishka Bhaduri, Kamalika Das, Kirk D. Borne, Chris Giannella, Tushar Mahule, Hillol Kargupta
2009 J jnl
Approximate Distributed K-Means Clustering over a Peer-to-Peer Network.
IEEE Trans. Knowl. Data Eng.
Souptik Datta, Chris Giannella, Hillol Kargupta
2009 J jnl
In-Network Outlier Detection in Wireless Sensor Networks
CoRR
Joel W. Branch, Chris Giannella, Boleslaw K. Szymanski, Ran Wolff, Hillol Kargupta
2009 J jnl
New Instability Results for High Dimensional Nearest Neighbor Search
CoRR
Chris Giannella
2009 J jnl
New instability results for high-dimensional nearest neighbor search.
Inf. Process. Lett.
Chris Giannella
2009 J jnl
On the Privacy of Euclidean Distance Preserving Data Perturbation
CoRR
Chris Giannella, Kun Liu, Hillol Kargupta
2009 A conf
Scalable Distributed Change Detection from Astronomy Data Streams Using Local, Asynchronous Eigen Monitoring Algorithms.
SDM
Kamalika Das, Kanishka Bhaduri, Sugandha Arora, Wesley Griffin, Kirk D. Borne, Chris Giannella, Hillol Kargupta
2008 — ch.
A Survey of Attack Techniques on Privacy-Preserving Data Perturbation Methods.
Privacy-Preserving Data Mining
Kun Liu, Chris Giannella, Hillol Kargupta
2008 J jnl
Distributed Decision-Tree Induction in Peer-to-Peer Systems.
Stat. Anal. Data Min.
Kanishka Bhaduri, Ran Wolff, Chris Giannella, Hillol Kargupta
2007 A conf
Distributed Top-K Outlier Detection from Astronomy Catalogs using the DEMAC System.
SDM
Haimonti Dutta, Chris Giannella, Kirk D. Borne, Hillol Kargupta
2006 — conf
An Attacker's View of Distance Preserving Maps for Privacy Preserving Data Mining.
PKDD
Kun Liu, Chris Giannella, Hillol Kargupta
2006 J jnl
Clustering distributed data streams in peer-to-peer environments.
Inf. Sci.
Sanghamitra Bandyopadhyay, Chris Giannella, Ujjwal Maulik, Hillol Kargupta, Kun Liu, Souptik Datta
2006 J jnl
Distributed Data Mining in Peer-to-Peer Networks.
IEEE Internet Comput.
Souptik Datta, Kanishka Bhaduri, Chris Giannella, Ran Wolff, Hillol Kargupta
2006 A conf
In-Network Outlier Detection in Wireless Sensor Networks.
ICDCS
Joel W. Branch, Boleslaw K. Szymanski, Chris Giannella, Ran Wolff, Hillol Kargupta
2006 A conf
K-Means Clustering Over a Large, Dynamic Network.
SDM
Souptik Datta, Chris Giannella, Hillol Kargupta
2005 Misc conf
An information theoretic histogram for single dimensional selectivity estimation.
SAC
Chris Giannella, Bassem Sayrafi
2005 J jnl
Distributed data mining and agents.
Eng. Appl. Artif. Intell.
Josenildo Costa da Silva, Chris Giannella, Ruchita Bhargava, Hillol Kargupta, Matthias Klusch
2004 A* conf
Communication Efficient Construction of Decision Trees Over Heterogeneously Distributed Data.
ICDM
Chris Giannella, Kun Liu, Todd Olsen, Hillol Kargupta
2004 — conf
Multi-agent Systems and Distributed Data Mining.
CIA
Chris Giannella, Ruchita Bhargava, Hillol Kargupta
2004 J jnl
On approximation measures for functional dependencies.
Inf. Syst.
Chris Giannella, Edward L. Robertson
2003 J jnl
A note on approximation measures for multi-valued dependencies in relational databases.
Inf. Process. Lett.
Chris Giannella, Edward L. Robertson
2002 J jnl
Adding a path connectedness operator to FO+poly (linear).
Acta Informatica
Chris Giannella, Dirk Van Gucht
2002 C conf
An Axiomatic Approach to Defining Approximation Measures for Functional Dependencies.
ADBIS
Chris Giannella
2002 — conf
Improving Query Evaluation with Approximate Functional Dependency Based Decompositions.
BNCOD
Chris Giannella, Mehmet M. Dalkilic, Dennis P. Groth, Edward L. Robertson
2001 B conf
FastFDs: A Heuristic-Driven, Depth-First Algorithm for Mining Functional Dependencies from Relation Instances - Extended Abstract.
DaWaK
Catharine M. Wyss, Chris Giannella, Edward L. Robertson
2001 — conf
Useful Transformations in Answer set programming.
Answer Set Programming
Mauricio Osorio, Juan Carlos Nieves, Chris Giannella
1999 J jnl
An Empirical Study of the 4-valued Kripke-Kleene and 4-valued Well-Founded Semantics in Random Propositional Logic Programs.
Ann. Math. Artif. Intell.
Chris Giannella, John S. Schlipf
1997 B conf
An Empirical Study of "Lazy" Protocols for Routing Information in Dynamic Networks.
SIROCCO
Fred S. Annexstein, Chris Giannella