Cecilia M. Procopiuc

According to our database, Cecilia M. Procopiuc authored at least 39 papers between 1994 and 2021.

Collaborative distances:

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

2021

Hierarchical Clustering of Data Streams: Scalable Algorithms and Approximation Guarantees.

Anand Rajagopalan, Fabio Vitale, Danny Vainstein, Gui Citovsky, Cecilia M. Procopiuc, Claudio Gentile

Proceedings of the 38th International Conference on Machine Learning, 2021

2020

Spotlight: Malware Lead Generation at Scale.

Fabian Kaczmarczyck, Bernhard Grill, Luca Invernizzi, Jennifer Pullman, Cecilia M. Procopiuc, David Tao, Borbala Benko, Elie Bursztein

Proceedings of the ACSAC '20: Annual Computer Security Applications Conference, 2020

2018

Geometric Stream Mining.

Cecilia M. Procopiuc

Proceedings of the Encyclopedia of Database Systems, Second Edition, 2018

2017

Projective Clustering.

Cecilia M. Procopiuc

Proceedings of the Encyclopedia of Machine Learning and Data Mining, 2017

PrivBayes: Private Data Release via Bayesian Networks.

Jun Zhang, Graham Cormode, Cecilia M. Procopiuc, Divesh Srivastava, Xiaokui Xiao

ACM Trans. Database Syst., 2017

2015

DPT: Differentially Private Trajectory Synthesis Using Hierarchical Reference Systems.

Xi He, Graham Cormode, Ashwin Machanavajjhala, Cecilia M. Procopiuc, Divesh Srivastava

Proc. VLDB Endow., 2015

Private Release of Graph Statistics using Ladder Functions.

Jun Zhang, Graham Cormode, Cecilia M. Procopiuc, Divesh Srivastava, Xiaokui Xiao

Proceedings of the 2015 ACM SIGMOD International Conference on Management of Data, Melbourne, Victoria, Australia, May 31, 2015

2013

Reverse engineering complex join queries.

Meihui Zhang, Hazem Elmeleegy, Cecilia M. Procopiuc, Divesh Srivastava

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2013

Accurate and efficient private release of datacubes and contingency tables.

Grigory Yaroslavtsev, Graham Cormode, Cecilia M. Procopiuc, Divesh Srivastava

Proceedings of the 29th IEEE International Conference on Data Engineering, 2013

Empirical privacy and empirical utility of anonymized data.

Graham Cormode, Cecilia M. Procopiuc, Entong Shen, Divesh Srivastava, Ting Yu

Proceedings of the Workshops Proceedings of the 29th IEEE International Conference on Data Engineering, 2013

UMicS: from anonymized data to usable microdata.

Graham Cormode, Entong Shen, Xi Gong, Ting Yu, Cecilia M. Procopiuc, Divesh Srivastava

Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013

2012

Differentially private summaries for sparse data.

Graham Cormode, Cecilia M. Procopiuc, Divesh Srivastava, Thanh T. L. Tran

Proceedings of the 15th International Conference on Database Theory, 2012

Differentially Private Spatial Decompositions.

Graham Cormode, Cecilia M. Procopiuc, Divesh Srivastava, Entong Shen, Ting Yu

Proceedings of the IEEE 28th International Conference on Data Engineering (ICDE 2012), 2012

2011

Summary Graphs for Relational Database Schemas.

Xiaoyan Yang, Cecilia M. Procopiuc, Divesh Srivastava

Proc. VLDB Endow., 2011

Differentially Private Publication of Sparse Data

Graham Cormode, Cecilia Magdalena Procopiuc, Divesh Srivastava, Thanh T. L. Tran

CoRR, 2011

Automatic discovery of attributes in relational databases.

Meihui Zhang, Marios Hadjieleftheriou, Beng Chin Ooi, Cecilia M. Procopiuc, Divesh Srivastava

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2011

2010

Projective Clustering.

Cecilia M. Procopiuc

Proceedings of the Encyclopedia of Machine Learning, 2010

On Multi-Column Foreign Key Discovery.

Meihui Zhang, Marios Hadjieleftheriou, Beng Chin Ooi, Cecilia M. Procopiuc, Divesh Srivastava

Proc. VLDB Endow., 2010

Processing Top-k Join Queries.

Minji Wu, Laure Berti-Équille, Amélie Marian, Cecilia M. Procopiuc, Divesh Srivastava

Proc. VLDB Endow., 2010

2009

Geometric Stream Mining.

Cecilia M. Procopiuc

Proceedings of the Encyclopedia of Database Systems, 2009

Summarizing Relational Databases.

Xiaoyan Yang, Cecilia M. Procopiuc, Divesh Srivastava

Proc. VLDB Endow., 2009

Recommending Join Queries via Query Log Analysis.

Xiaoyan Yang, Cecilia M. Procopiuc, Divesh Srivastava

Proceedings of the 25th International Conference on Data Engineering, 2009

Efficient Table Anonymization for Aggregate Query Answering.

Cecilia M. Procopiuc, Divesh Srivastava

Proceedings of the 25th International Conference on Data Engineering, 2009

2008

Rectangular layouts and contact graphs.

Adam L. Buchsbaum, Emden R. Gansner, Cecilia Magdalena Procopiuc, Suresh Venkatasubramanian

ACM Trans. Algorithms, 2008

Database Exploration Using Join Paths.

Cecilia M. Procopiuc, Divesh Srivastava

Proceedings of the 24th International Conference on Data Engineering, 2008

2005

Approximation Algorithms for a k-Line Center.

Pankaj K. Agarwal, Cecilia Magdalena Procopiuc, Kasturi R. Varadarajan

Algorithmica, 2005

Density Estimation for Spatial Data Streams.

Cecilia Magdalena Procopiuc, Octavian Procopiuc

Proceedings of the Advances in Spatial and Temporal Databases, 9th International Symposium, 2005

2003

Approximation algorithms for projective clustering.

Pankaj K. Agarwal, Cecilia Magdalena Procopiuc

J. Algorithms, 2003

A (1+)-approximation algorithm for 2-line-center.

Pankaj K. Agarwal, Cecilia Magdalena Procopiuc, Kasturi R. Varadarajan

Comput. Geom., 2003

2002

Finding Localized Associations in Market Basket Data.

Charu C. Aggarwal, Cecilia Magdalena Procopiuc, Philip S. Yu

IEEE Trans. Knowl. Data Eng., 2002

Advances in Indexing for Mobile Objects.

Pankaj K. Agarwal, Cecilia Magdalena Procopiuc

IEEE Data Eng. Bull., 2002

Exact and Approximation Algorithms for Clustering.

Pankaj K. Agarwal, Cecilia Magdalena Procopiuc

Algorithmica, 2002

A Monte Carlo algorithm for fast projective clustering.

Cecilia Magdalena Procopiuc, Michael Jones, Pankaj K. Agarwal, T. M. Murali

Proceedings of the 2002 ACM SIGMOD International Conference on Management of Data, 2002

STAR-Tree: An Efficient Self-Adjusting Index for Moving Objects.

Cecilia Magdalena Procopiuc, Pankaj K. Agarwal, Sariel Har-Peled

Proceedings of the Algorithm Engineering and Experiments, 4th International Workshop, 2002

1999

Fast Algorithms for Projected Clustering.

Charu C. Aggarwal, Cecilia Magdalena Procopiuc, Joel L. Wolf, Philip S. Yu, Jong Soo Park

Proceedings of the SIGMOD 1999, 1999

1998

Exact and Approximation Algorithms for Clustering (Extended Abstract).

Pankaj K. Agarwal, Cecilia Magdalena Procopiuc

Proceedings of the Ninth Annual ACM-SIAM Symposium on Discrete Algorithms, 1998

1997

A collection of tools for making automata theory and formal languages come alive.

Susan H. Rodger, Anna O. Bilska, Kenneth H. Leider, Cecilia Magdalena Procopiuc, Octavian Procopiuc, Jason R. Salemme, Edwin Tsang

Proceedings of the 28th SIGCSE Technical Symposium on Computer Science Education, 1997

1994

Some Decision Problems for Parallel Communicating Grammar Systems.

Ferucio Laurentiu Tiplea, Cristian Ene, Cecilia Magdalena Ionescu, Octavian Procopiuc

Theor. Comput. Sci., 1994

Bounded Communication in Parallel Communicating Grammar Systems.

Cecilia Magdalena Ionescu, Octavian Procopiuc

J. Inf. Process. Cybern., 1994