Chris Giannella

According to our database, Chris Giannella authored at least 41 papers between 1997 and 2025.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of four.

2025

Instability results for cosine-dissimilarity-based nearest neighbor search on high dimensional Gaussian data.

Chris R. Giannella

Inf. Process. Lett., 2025

2024

Improving Automated Detection of FOIA Deliberative Process Privilege Content.

Chris R. Giannella, Luther Karl Branting, James A. Van Guilder, Jason R. Baron

Digit. Gov. Res. Pract., June, 2024

Introduction to Graph Neural Networks: A Starting Point for Machine Learning Engineers.

James H. Tanis, Chris Giannella, Adrian V. Mariano

CoRR, 2024

2022

Pixel-Batched Homomorphic Encryption for Secure-at-Rest Image Convolution.

Chris R. Giannella, Adrian V. Mariano, James H. Tanis

Trans. Data Priv., 2022

2021

Instability results for Euclidean distance, nearest neighbor search on high dimensional Gaussian data.

Chris R. Giannella

Inf. Process. Lett., 2021

2019

Annotation projection for temporal information extraction.

Chris R. Giannella, Ransom K. Winder, Joseph P. Jubinski

Nat. Lang. Eng., 2019

2017

Dropped personal pronoun recovery in Chinese SMS.

Chris Giannella, Ransom K. Winder, Stacy Petersen

Nat. Lang. Eng., 2017

2016

An improved algorithm for unsupervised decomposition of a multi-author document.

Chris Giannella

J. Assoc. Inf. Sci. Technol., 2016

Event classification in foreign language aviation reports.

Anil Yelundur, Chris Giannella, Karine Megerdoomian, Craig Pfeifer

Int. J. Knowl. Eng. Data Min., 2016

2015

(Un/Semi-)supervised SMS text message SPAM detection.

Chris R. Giannella, Ransom K. Winder, Brandon Wilson

Nat. Lang. Eng., 2015

Spectral malware behavior clustering.

Chris Giannella, Eric Bloedorn

Proceedings of the 2015 IEEE International Conference on Intelligence and Security Informatics, 2015

2013

In-network outlier detection in wireless sensor networks.

Joel W. Branch, Chris Giannella, Boleslaw K. Szymanski, Ran Wolff, Hillol Kargupta

Knowl. Inf. Syst., 2013

Breaching Euclidean distance-preserving data perturbation using few known inputs.

Chris Giannella, Kun Liu, Hillol Kargupta

Data Knowl. Eng., 2013

2011

Scalable, asynchronous, distributed eigen monitoring of astronomy data streams.

Kanishka Bhaduri, Kamalika Das, Kirk D. Borne, Chris Giannella, Tushar Mahule, Hillol Kargupta

Stat. Anal. Data Min., 2011

Distributed Monitoring of the R2 Statistic for Linear Regression.

Kanishka Bhaduri, Kamalika Das, Chris Giannella

Proceedings of the Eleventh SIAM International Conference on Data Mining, 2011

Algorithms for speeding up distance-based outlier detection.

Kanishka Bhaduri, Bryan L. Matthews, Chris Giannella

Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2011

Bootstrapping Multilingual Relation Discovery Using English Wikipedia and Wikimedia-Induced Entity Extraction.

Patrick Schone, Tim Allison, Chris Giannella, Craig Pfeifer

Proceedings of the IEEE 23rd International Conference on Tools with Artificial Intelligence, 2011

2009

Approximate Distributed K-Means Clustering over a Peer-to-Peer Network.

Souptik Datta, Chris Giannella, Hillol Kargupta

IEEE Trans. Knowl. Data Eng., 2009

New instability results for high-dimensional nearest neighbor search.

Chris Giannella

Inf. Process. Lett., 2009

On the Privacy of Euclidean Distance Preserving Data Perturbation

Chris Giannella, Kun Liu, Hillol Kargupta

CoRR, 2009

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

Proceedings of the SIAM International Conference on Data Mining, 2009

2008

A Survey of Attack Techniques on Privacy-Preserving Data Perturbation Methods.

Kun Liu, Chris Giannella, Hillol Kargupta

Proceedings of the Privacy-Preserving Data Mining - Models and Algorithms, 2008

Distributed Decision-Tree Induction in Peer-to-Peer Systems.

Kanishka Bhaduri, Ran Wolff, Chris Giannella, Hillol Kargupta

Stat. Anal. Data Min., 2008

2007

Distributed Top-K Outlier Detection from Astronomy Catalogs using the DEMAC System.

Haimonti Dutta, Chris Giannella, Kirk D. Borne, Hillol Kargupta

Proceedings of the Seventh SIAM International Conference on Data Mining, 2007

2006

Clustering distributed data streams in peer-to-peer environments.

Sanghamitra Bandyopadhyay, Chris Giannella, Ujjwal Maulik, Hillol Kargupta, Kun Liu, Souptik Datta

Inf. Sci., 2006

Distributed Data Mining in Peer-to-Peer Networks.

Souptik Datta, Kanishka Bhaduri, Chris Giannella, Ran Wolff, Hillol Kargupta

IEEE Internet Comput., 2006

K-Means Clustering Over a Large, Dynamic Network.

Souptik Datta, Chris Giannella, Hillol Kargupta

Proceedings of the Sixth SIAM International Conference on Data Mining, 2006

An Attacker's View of Distance Preserving Maps for Privacy Preserving Data Mining.

Kun Liu, Chris Giannella, Hillol Kargupta

Proceedings of the Knowledge Discovery in Databases: PKDD 2006, 2006

2005

Distributed data mining and agents.

Josenildo Costa da Silva, Chris Giannella, Ruchita Bhargava, Hillol Kargupta, Matthias Klusch

Eng. Appl. Artif. Intell., 2005

An information theoretic histogram for single dimensional selectivity estimation.

Chris Giannella, Bassem Sayrafi

Proceedings of the 2005 ACM Symposium on Applied Computing (SAC), 2005

2004

On approximation measures for functional dependencies.

Chris Giannella, Edward L. Robertson

Inf. Syst., 2004

Communication Efficient Construction of Decision Trees Over Heterogeneously Distributed Data.

Chris Giannella, Kun Liu, Todd Olsen, Hillol Kargupta

Proceedings of the 4th IEEE International Conference on Data Mining (ICDM 2004), 2004

Multi-agent Systems and Distributed Data Mining.

Chris Giannella, Ruchita Bhargava, Hillol Kargupta

Proceedings of the Cooperative Information Agents VIII, 8th International Workshop, 2004

2003

A note on approximation measures for multi-valued dependencies in relational databases.

Chris Giannella, Edward L. Robertson

Inf. Process. Lett., 2003

2002

Adding a path connectedness operator to FO+poly (linear).

Chris Giannella, Dirk Van Gucht

Acta Informatica, 2002

Improving Query Evaluation with Approximate Functional Dependency Based Decompositions.

Chris Giannella, Mehmet M. Dalkilic, Dennis P. Groth, Edward L. Robertson

Proceedings of the Advances in Databases, 19th British National Conference on Databases, 2002

An Axiomatic Approach to Defining Approximation Measures for Functional Dependencies.

Chris Giannella

Proceedings of the Advances in Databases and Information Systems, 2002

2001

FastFDs: A Heuristic-Driven, Depth-First Algorithm for Mining Functional Dependencies from Relation Instances - Extended Abstract.

Catharine M. Wyss, Chris Giannella, Edward L. Robertson

Proceedings of the Data Warehousing and Knowledge Discovery, 2001

Useful Transformations in Answer set programming.

Mauricio Osorio, Juan Carlos Nieves, Chris Giannella

Proceedings of the Answer Set Programming, 2001

1999

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., 1999

1997

An Empirical Study of "Lazy" Protocols for Routing Information in Dynamic Networks.

Fred S. Annexstein, Chris Giannella

Proceedings of the SIROCCO'97, 1997