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ORCIDCecilia M. Procopiuc
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- affiliation: AT&T Inc
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2020 – today
- 2021
[c22]Anand Rajagopalan, Fabio Vitale, Danny Vainstein, Gui Citovsky, Cecilia M. Procopiuc, Claudio Gentile:
Hierarchical Clustering of Data Streams: Scalable Algorithms and Approximation Guarantees. ICML 2021: 8799-8809- 2020
- [c21]Fabian Kaczmarczyck, Bernhard Grill, Luca Invernizzi, Jennifer Pullman, Cecilia M. Procopiuc, David Tao, Borbala Benko, Elie Bursztein:
Spotlight: Malware Lead Generation at Scale. ACSAC 2020: 17-27
2010 – 2019
- 2018
- [r4]Cecilia M. Procopiuc:
Geometric Stream Mining. Encyclopedia of Database Systems (2nd ed.) 2018 - 2017
- [j15]Jun Zhang, Graham Cormode
, Cecilia M. Procopiuc, Divesh Srivastava, Xiaokui Xiao:
PrivBayes: Private Data Release via Bayesian Networks. ACM Trans. Database Syst. 42(4): 25:1-25:41 (2017) - [r3]Cecilia M. Procopiuc:
Projective Clustering. Encyclopedia of Machine Learning and Data Mining 2017: 1018-1025 - 2015
- [j14]Xi He, Graham Cormode, Ashwin Machanavajjhala, Cecilia M. Procopiuc, Divesh Srivastava:
DPT: Differentially Private Trajectory Synthesis Using Hierarchical Reference Systems. Proc. VLDB Endow. 8(11): 1154-1165 (2015) - [c20]Jun Zhang, Graham Cormode, Cecilia M. Procopiuc, Divesh Srivastava, Xiaokui Xiao:
Private Release of Graph Statistics using Ladder Functions. SIGMOD Conference 2015: 731-745 - 2014
- [c19]Jun Zhang, Graham Cormode, Cecilia M. Procopiuc, Divesh Srivastava, Xiaokui Xiao:
PrivBayes: private data release via bayesian networks. SIGMOD Conference 2014: 1423-1434 - 2013
- [c18]Graham Cormode, Entong Shen, Xi Gong, Ting Yu, Cecilia M. Procopiuc, Divesh Srivastava:
UMicS: from anonymized data to usable microdata. CIKM 2013: 2255-2260 - [c17]Graham Cormode, Cecilia M. Procopiuc, Entong Shen, Divesh Srivastava, Ting Yu:
Empirical privacy and empirical utility of anonymized data. ICDE Workshops 2013: 77-82 - [c16]Grigory Yaroslavtsev, Graham Cormode, Cecilia M. Procopiuc, Divesh Srivastava:
Accurate and efficient private release of datacubes and contingency tables. ICDE 2013: 745-756 - [c15]Meihui Zhang, Hazem Elmeleegy, Cecilia M. Procopiuc, Divesh Srivastava:
Reverse engineering complex join queries. SIGMOD Conference 2013: 809-820 - 2012
- [c14]Graham Cormode, Cecilia M. Procopiuc, Divesh Srivastava, Entong Shen, Ting Yu:
Differentially Private Spatial Decompositions. ICDE 2012: 20-31 - [c13]Graham Cormode, Cecilia M. Procopiuc, Divesh Srivastava, Thanh T. L. Tran:
Differentially private summaries for sparse data. ICDT 2012: 299-311 - [i3]Graham Cormode, Cecilia M. Procopiuc, Divesh Srivastava, Grigory Yaroslavtsev:
Accurate and Efficient Private Release of Datacubes and Contingency Tables. CoRR abs/1207.6096 (2012) - 2011
- [j13]Xiaoyan Yang, Cecilia M. Procopiuc, Divesh Srivastava:
Summary Graphs for Relational Database Schemas. Proc. VLDB Endow. 4(11): 899-910 (2011) - [c12]Meihui Zhang, Marios Hadjieleftheriou, Beng Chin Ooi, Cecilia M. Procopiuc, Divesh Srivastava:
Automatic discovery of attributes in relational databases. SIGMOD Conference 2011: 109-120 - [i2]Graham Cormode, Cecilia Magdalena Procopiuc, Divesh Srivastava, Thanh T. L. Tran:
Differentially Private Publication of Sparse Data. CoRR abs/1103.0825 (2011) - 2010
- [j12]Meihui Zhang, Marios Hadjieleftheriou, Beng Chin Ooi, Cecilia M. Procopiuc, Divesh Srivastava:
On Multi-Column Foreign Key Discovery. Proc. VLDB Endow. 3(1): 805-814 (2010) - [j11]Minji Wu, Laure Berti-Équille, Amélie Marian, Cecilia M. Procopiuc, Divesh Srivastava:
Processing Top-k Join Queries. Proc. VLDB Endow. 3(1): 860-870 (2010) - [r2]Cecilia M. Procopiuc:
Projective Clustering. Encyclopedia of Machine Learning 2010: 806-811
2000 – 2009
- 2009
- [j10]Xiaoyan Yang, Cecilia M. Procopiuc, Divesh Srivastava:
Summarizing Relational Databases. Proc. VLDB Endow. 2(1): 634-645 (2009) - [c11]Xiaoyan Yang, Cecilia M. Procopiuc, Divesh Srivastava:
Recommending Join Queries via Query Log Analysis. ICDE 2009: 964-975 - [c10]Cecilia M. Procopiuc, Divesh Srivastava:
Efficient Table Anonymization for Aggregate Query Answering. ICDE 2009: 1291-1294 - [r1]Cecilia M. Procopiuc:
Geometric Stream Mining. Encyclopedia of Database Systems 2009: 1239-1244 - 2008
- [j9]Adam L. Buchsbaum, Emden R. Gansner, Cecilia Magdalena Procopiuc, Suresh Venkatasubramanian:
Rectangular layouts and contact graphs. ACM Trans. Algorithms 4(1): 8:1-8:28 (2008) - [c9]Cecilia M. Procopiuc, Divesh Srivastava:
Database Exploration Using Join Paths. ICDE 2008: 1331-1333 - 2006
- [i1]Adam L. Buchsbaum, Emden R. Gansner, Cecilia Magdalena Procopiuc, Suresh Venkatasubramanian:
Rectangular Layouts and Contact Graphs. CoRR abs/cs/0611107 (2006) - 2005
- [j8]Pankaj K. Agarwal, Cecilia Magdalena Procopiuc, Kasturi R. Varadarajan:
Approximation Algorithms for a k-Line Center. Algorithmica 42(3-4): 221-230 (2005) - [c8]Cecilia Magdalena Procopiuc, Octavian Procopiuc:
Density Estimation for Spatial Data Streams. SSTD 2005: 109-126 - 2003
- [j7]Pankaj K. Agarwal, Cecilia Magdalena Procopiuc, Kasturi R. Varadarajan:
A (1+)-approximation algorithm for 2-line-center. Comput. Geom. 26(2): 119-128 (2003) - [j6]Pankaj K. Agarwal, Cecilia Magdalena Procopiuc:
Approximation algorithms for projective clustering. J. Algorithms 46(2): 115-139 (2003) - 2002
- [j5]Pankaj K. Agarwal, Cecilia Magdalena Procopiuc:
Exact and Approximation Algorithms for Clustering. Algorithmica 33(2): 201-226 (2002) - [j4]Pankaj K. Agarwal, Cecilia Magdalena Procopiuc:
Advances in Indexing for Mobile Objects. IEEE Data Eng. Bull. 25(2): 25-34 (2002) - [j3]Charu C. Aggarwal, Cecilia Magdalena Procopiuc, Philip S. Yu:
Finding Localized Associations in Market Basket Data. IEEE Trans. Knowl. Data Eng. 14(1): 51-62 (2002) - [c7]Cecilia Magdalena Procopiuc, Pankaj K. Agarwal, Sariel Har-Peled:
STAR-Tree: An Efficient Self-Adjusting Index for Moving Objects. ALENEX 2002: 178-193 - [c6]Pankaj K. Agarwal, Cecilia Magdalena Procopiuc, Kasturi R. Varadarajan:
Approximation Algorithms for k-Line Center. ESA 2002: 54-63 - [c5]Cecilia Magdalena Procopiuc, Michael Jones, Pankaj K. Agarwal, T. M. Murali:
A Monte Carlo algorithm for fast projective clustering. SIGMOD Conference 2002: 418-427 - 2000
- [c4]Pankaj K. Agarwal, Cecilia Magdalena Procopiuc:
Approximation algorithms for projective clustering. SODA 2000: 538-547
1990 – 1999
- 1999
- [c3]Charu C. Aggarwal, Cecilia Magdalena Procopiuc, Joel L. Wolf, Philip S. Yu, Jong Soo Park:
Fast Algorithms for Projected Clustering. SIGMOD Conference 1999: 61-72 - 1998
- [c2]Pankaj K. Agarwal, Cecilia Magdalena Procopiuc:
Exact and Approximation Algorithms for Clustering (Extended Abstract). SODA 1998: 658-667 - 1997
- [c1]Susan H. Rodger, Anna O. Bilska, Kenneth H. Leider, Cecilia Magdalena Procopiuc, Octavian Procopiuc, Jason R. Salemme, Edwin Tsang:
A collection of tools for making automata theory and formal languages come alive. SIGCSE 1997: 15-19 - 1994
- [j2]Cecilia Magdalena Ionescu, Octavian Procopiuc:
Bounded Communication in Parallel Communicating Grammar Systems. J. Inf. Process. Cybern. 30(2): 97-110 (1994) - [j1]Ferucio Laurentiu Tiplea, Cristian Ene, Cecilia Magdalena Ionescu, Octavian Procopiuc:
Some Decision Problems for Parallel Communicating Grammar Systems. Theor. Comput. Sci. 134(2): 365-385 (1994)
Coauthor Index
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