Tamraparni Dasu

Dasu, Tamraparni
One AT&T Way
Bedminster, NJ
Subject matter expert in Data quality, stream mining, statistics

Technical Documents

Empirical Glitch Explanations
Tamraparni Dasu, Divesh Srivastava, Ji Meng Loh
ACM SIGKDD Conference on Knowledge Discovery and Data Mining,  2014.  [PDF]  [BIB]

ACM Copyright

A Masking Index for Quantifying Hidden Glitches
Ji Meng Loh, Tamraparni Dasu, Laure Berti-Equille
ICDM 2013,  2013.  [PDF]  [BIB]

IEEE Copyright

Effect of Data Repair on Mining Network Streams
Ji Loh, Tamraparni Dasu
ICDM 2012,  2012.  [PDF]  [BIB]

IEEE Copyright

Data Glitches: Monsters in your Data
Tamraparni Dasu
Handbook, Reference book,  2012.  [PDF]  [BIB]

Statistical Distortion: Consequences of Data Cleaning
Tamraparni Dasu, Ji Loh
VLDB foundation,  2012.  [PDF]  [BIB]

VLDB Foundation Copyright

Robustness of Stream Mining Algorithms
Tamraparni Dasu, Gina-Maria Pomann, Shankar Krishnan
IDA 2011,  2011.  [PDF]  [BIB]

Springer Copyright

Unsupervised Clustering of Multidimensional Distributions using Earth Mover Distance
Simon Urbanek, Tamraparni Dasu, Shankar Krishnan, David Applegate
ACM KDD,  2011.  [PDF]  [BIB]

ACM Copyright

Discovery of Complex Glitch Patterns: A Novel Approach to Quantitative Data Cleaning
Laure Berti-Equille, Tamraparni Dasu, Divesh Srivastava
IEEE International Conference on Data Engineering (ICDE),  2011.  [BIB]


Method For Automated Detection Of Data Glitches In Large Data Sets, September 28, 2010
Monitoring Complex Data Feeds Through Ensemble Testing, June 29, 2010