Tamraparni Dasu

According to our database1, Tamraparni Dasu authored at least 36 papers between 1998 and 2019.

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Bibliography

2019
From Rocks to Pebbles: Smoothing Spatiotemporal Data Streams in an Overlay of Sensors.
ACM Trans. Spatial Algorithms and Systems, 2019

Efficient Discovery of Meaningful Outlier Relationships.
CoRR, 2019

2018
Geofences in the sky: herding drones with blockchains and 5G.
Proceedings of the 26th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2018

2017
Data Quality: The Role of Empiricism.
SIGMOD Record, 2017

Geotagging IP Packets for Location-Aware Software-Defined Networking in the Presence of Virtual Network Functions.
Proceedings of the 25th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2017

Mind the Gaps (and Bumps): Statistical Smoothing of Spatiotemporal Streams.
Proceedings of the 8th ACM SIGSPATIAL Workshop on GeoStreaming, 2017

2016
Data Quality for Temporal Streams.
IEEE Data Eng. Bull., 2016

2015
FIT to Monitor Feed Quality.
PVLDB, 2015

A masking index for quantifying hidden glitches.
Knowl. Inf. Syst., 2015

2014
Empirical glitch explanations.
Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2014

2013
Auditing data streams for correlated glitches.
IJIQ, 2013

A Masking Index for Quantifying Hidden Glitches.
Proceedings of the 2013 IEEE 13th International Conference on Data Mining, 2013

Data Glitches: Monsters in Your Data.
Proceedings of the Handbook of Data Quality, Research and Practice., 2013

2012
Statistical Distortion: Consequences of Data Cleaning.
PVLDB, 2012

Statistical Distortion: Consequences of Data Cleaning
CoRR, 2012

Effect of Data Repair on Mining Network Streams.
Proceedings of the 12th IEEE International Conference on Data Mining Workshops, 2012

2011
Unsupervised clustering of multidimensional distributions using earth mover distance.
Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2011

Auditing data streams for correlated glitches.
Proceedings of the 16th International Conference on Information Quality, 2011

Robustness of Change Detection Algorithms.
Proceedings of the Advances in Intelligent Data Analysis X - 10th International Symposium, 2011

Discovery of complex glitch patterns: A novel approach to Quantitative Data Cleaning.
Proceedings of the 27th International Conference on Data Engineering, 2011

2009
Mining Data Streams.
Proceedings of the Encyclopedia of Data Warehousing and Mining, Second Edition (4 Volumes), 2009

Change (Detection) You Can Believe in: Finding Distributional Shifts in Data Streams.
Proceedings of the Advances in Intelligent Data Analysis VIII, 2009

2007
Information quality for network monitoring and analysis.
IJIQ, 2007

2006
Database Exploration Using Database Dynamics.
IEEE Data Eng. Bull., 2006

2005
Mining Network Logs: Information Quality Challenges.
Proceedings of the 2005 International Conference on Information Quality (MIT ICIQ Conference), 2005

2004
Stewardship and Staging of Information for Enterprise Mining.
Proceedings of the Ninth International Conference on Information Quality (ICIQ 2004), 2004

2003
Database Exploration and Bellman.
IEEE Data Eng. Bull., 2003

Data Quality and Data Cleaning: An Overview.
Proceedings of the 2003 ACM SIGMOD International Conference on Management of Data, 2003

Data quality through knowledge engineering.
Proceedings of the Ninth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 24, 2003

Exploratory Data Mining and Data Cleaning
John Wiley, ISBN: 0-471-26851-8, 2003

2002
Mining database structure; or, how to build a data quality browser.
Proceedings of the 2002 ACM SIGMOD International Conference on Management of Data, 2002

2001
A Data Quality Browser.
Proceedings of the Sixth Conference on Information Quality (IQ 2001), 2001

Data Quality Issues in Service Provisioning & Billing.
Proceedings of the Sixth Conference on Information Quality (IQ 2001), 2001

2000
Hunting Down Glitches in Massive Time Series Data.
Proceedings of the Fifth Conference on Information Quality (IQ 2000), 2000

1999
Hunting of the Snark: Finding Data Glitches using Data Mining Methods.
Proceedings of the Fourth Conference on Information Quality (IQ 1999), 1999

1998
Comparing Massive High-Dimensional Data Sets.
Proceedings of the Fourth International Conference on Knowledge Discovery and Data Mining (KDD-98), 1998


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