Flip Korn

Orcid: 0000-0002-4689-3225

According to our database1, Flip Korn authored at least 71 papers between 1996 and 2024.

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Bibliography

2024
Kernel Banzhaf: A Fast and Robust Estimator for Banzhaf Values.
CoRR, 2024

Efficiently Estimating Mutual Information Between Attributes Across Tables.
Proceedings of the 40th IEEE International Conference on Data Engineering, 2024

2022
Scalable Building Height Estimation From Street Scene Images.
IEEE Trans. Geosci. Remote. Sens., 2022

Addressing Label Sparsity With Class-Level Common Sense for Google Maps.
Frontiers Artif. Intell., 2022

Vexation-Aware Active Learning for On-Menu Restaurant Dish Availability.
Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

2021
Collocating News Articles with Structured Web Tables✱.
Proceedings of the Companion of The Web Conference 2021, 2021

Rapid Instance-Level Knowledge Acquisition for Google Maps from Class-Level Common Sense.
Proceedings of the Ninth AAAI Conference on Human Computation and Crowdsourcing, 2021

2020
HexCNN: A Framework for Native Hexagonal Convolutional Neural Networks.
Proceedings of the 20th IEEE International Conference on Data Mining, 2020

2019
Automatically Generating Interesting Facts from Wikipedia Tables.
Proceedings of the 2019 International Conference on Management of Data, 2019

Contextual Fact Ranking and Its Applications in Table Synthesis and Compression.
Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

2018
Hierarchical Heavy Hitter Mining on Streams.
Proceedings of the Encyclopedia of Database Systems, Second Edition, 2018

Explanation Tables.
IEEE Data Eng. Bull., 2018

Relevant Document Discovery for Fact-Checking Articles.
Proceedings of the Companion of the The Web Conference 2018 on The Web Conference 2018, 2018

Investigating Rumor News Using Agreement-Aware Search.
Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018

2016
Knowledge Exploration using Tables on the Web.
Proc. VLDB Endow., 2016

Managing Google's data lake: an overview of the Goods system.
IEEE Data Eng. Bull., 2016

Goods: Organizing Google's Datasets.
Proceedings of the 2016 International Conference on Management of Data, 2016

2015
TreeScope: Finding Structural Anomalies In Semi-Structured Data.
Proc. VLDB Endow., 2015

Identifying the Extent of Completeness of Query Answers over Partially Complete Databases.
Proceedings of the 2015 ACM SIGMOD International Conference on Management of Data, Melbourne, Victoria, Australia, May 31, 2015

Size-Constrained Weighted Set Cover.
Proceedings of the 31st IEEE International Conference on Data Engineering, 2015

Fine-grained controversy detection in Wikipedia.
Proceedings of the 31st IEEE International Conference on Data Engineering, 2015

2014
Discovering Conservation Rules.
IEEE Trans. Knowl. Data Eng., 2014

Interpretable and Informative Explanations of Outcomes.
Proc. VLDB Endow., 2014

iCoDA: Interactive and exploratory data completeness analysis.
Proceedings of the IEEE 30th International Conference on Data Engineering, Chicago, 2014

2013
On Repairing Structural Problems In Semi-structured Data.
Proc. VLDB Endow., 2013

2012
Understanding Data Completeness in Network Monitoring Systems.
Proceedings of the 12th IEEE International Conference on Data Mining, 2012

2011
Efficient and Effective Analysis of Data Quality using Pattern Tableaux.
IEEE Data Eng. Bull., 2011

On Parsimonious Explanations For 2-D Tree- and Linearly-Ordered Data.
Proceedings of the 28th International Symposium on Theoretical Aspects of Computer Science, 2011

2010
Data Auditor: Exploring Data Quality and Semantics using Pattern Tableaux.
Proc. VLDB Endow., 2010

2009
Hierarchical Heavy Hitter Mining on Streams.
Proceedings of the Encyclopedia of Database Systems, 2009

Sequential Dependencies.
Proc. VLDB Endow., 2009

Estimating the confidence of conditional functional dependencies.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2009

2008
Finding hierarchical heavy hitters in streaming data.
ACM Trans. Knowl. Discov. Data, 2008

On generating near-optimal tableaux for conditional functional dependencies.
Proc. VLDB Endow., 2008

Summarizing Two-Dimensional Data with Skyline-Based Statistical Descriptors.
Proceedings of the Scientific and Statistical Database Management, 2008

Time-decaying aggregates in out-of-order streams.
Proceedings of the Twenty-Seventh ACM SIGMOD-SIGACT-SIGART Symposium on Principles of Database Systems, 2008

Exponentially Decayed Aggregates on Data Streams.
Proceedings of the 24th International Conference on Data Engineering, 2008

On Signatures for Communication Graphs.
Proceedings of the 24th International Conference on Data Engineering, 2008

2007
Index structures for matching XML twigs using relational query processors.
Data Knowl. Eng., 2007

Efficient and effective explanation of change in hierarchical summaries.
Proceedings of the 13th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2007

Parsimonious Explanations of Change in Hierarchical Data.
Proceedings of the 23rd International Conference on Data Engineering, 2007

2006
Modeling skew in data streams.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2006

Space- and time-efficient deterministic algorithms for biased quantiles over data streams.
Proceedings of the Twenty-Fifth ACM SIGACT-SIGMOD-SIGART Symposium on Principles of Database Systems, 2006

Space-efficient Relative Error Order Sketch over Data Streams.
Proceedings of the 22nd International Conference on Data Engineering, 2006

Fractal Modeling of IP Network Traffic at Streaming Speeds.
Proceedings of the 22nd International Conference on Data Engineering, 2006

2005
Effective Computation of Biased Quantiles over Data Streams.
Proceedings of the 21st International Conference on Data Engineering, 2005

2004
Holistic UDAFs at streaming speeds.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2004

Diamond in the Rough: Finding Hierarchical Heavy Hitters in Multi-Dimensional Data.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2004

2003
Efficient Approximation of Correlated Sums on Data Streams.
IEEE Trans. Knowl. Data Eng., 2003

Generalized substring selectivity estimation.
J. Comput. Syst. Sci., 2003

Checks and Balances: Monitoring Data Quality Problems in Network Traffic Databases.
Proceedings of 29th International Conference on Very Large Data Bases, 2003

Finding Hierarchical Heavy Hitters in Data Streams.
Proceedings of 29th International Conference on Very Large Data Bases, 2003

Accessing Scientifgic Data: Simpler is Better.
Proceedings of the Advances in Spatial and Temporal Databases, 8th International Symposium, 2003

IPSOFACTO: A Visual Correlation Tool for Aggregate Network Traffic Data.
Proceedings of the 2003 ACM SIGMOD International Conference on Management of Data, 2003

2002
Reminiscences on Influential Papers.
SIGMOD Rec., 2002

Reverse Nearest Neighbor Aggregates Over Data Streams.
Proceedings of 28th International Conference on Very Large Data Bases, 2002

2001
On the 'Dimensionality Curse' and the 'Self-Similarity Blessing'.
IEEE Trans. Knowl. Data Eng., 2001

On Computing Correlated Aggregates Over Continual Data Streams.
Proceedings of the 2001 ACM SIGMOD international conference on Management of data, 2001

Query Optimization In Compressed Database Systems.
Proceedings of the 2001 ACM SIGMOD international conference on Management of data, 2001

The "DGX" distribution for mining massive, skewed data.
Proceedings of the seventh ACM SIGKDD international conference on Knowledge discovery and data mining, 2001

Counting Twig Matches in a Tree.
Proceedings of the 17th International Conference on Data Engineering, 2001

2000
Quantifiable Data Mining Using Ratio Rules.
VLDB J., 2000

Influence Sets Based on Reverse Nearest Neighbor Queries.
Proceedings of the 2000 ACM SIGMOD International Conference on Management of Data, 2000

Selectivity Estimation for Boolean Queries.
Proceedings of the Nineteenth ACM SIGMOD-SIGACT-SIGART Symposium on Principles of Database Systems, 2000

Deflating the Dimensionality Curse Using Multiple Fractal Dimensions.
Proceedings of the 16th International Conference on Data Engineering, San Diego, California, USA, February 28, 2000

1999
Range Selectivity Estimation for Continuous Attributes.
Proceedings of the 11th International Conference on Scientific and Statistical Database Management, 1999

1998
Fast and Effective Retrieval of Medical Tumor Shapes.
IEEE Trans. Knowl. Data Eng., 1998

Ratio Rules: A New Paradigm for Fast, Quantifiable Data Mining.
Proceedings of the VLDB'98, 1998

1997
Efficiently Supporting Ad Hoc Queries in Large Datasets of Time Sequences.
Proceedings of the SIGMOD 1997, 1997

1996
Fast Nearest Neighbor Search in Medical Image Databases.
Proceedings of the VLDB'96, 1996

Browsing anatomical image databases: a case study of the visible human.
Proceedings of the Conference on Human Factors in Computing Systems: Common Ground, 1996


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