Jiannan Wang

CoRR, 2024

FeatAug: Automatic Feature Augmentation From One-to-Many Relationship Tables.

[BibT_eX]

[DOI]

Danrui Qi

Weiling Zheng

CoRR, 2024

Auto-FP: An Experimental Study of Automated Feature Preprocessing for Tabular Data.

[BibT_eX]

[DOI]

Proceedings of the Proceedings 27th International Conference on Extending Database Technology, 2024

2023

Web Connector: A Unified API Wrapper to Simplify Web Data Collection.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2023

2022

ConnectorX: Accelerating Data Loading From Databases to Dataframes.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2022

User Interfaces for Exploratory Data Analysis: A Survey of Open-Source and Commercial Tools.

[BibT_eX]

[DOI]

Jeffrey M. Rzeszotarski

IEEE Data Eng. Bull., 2022

One Size Does Not Fit All: A Bandit-Based Sampler Combination Framework with Theoretical Guarantees.

[BibT_eX]

[DOI]

Proceedings of the SIGMOD '22: International Conference on Management of Data, Philadelphia, PA, USA, June 12, 2022

Complaint-Driven Training Data Debugging at Interactive Speeds.

[BibT_eX]

[DOI]

Proceedings of the SIGMOD '22: International Conference on Management of Data, Philadelphia, PA, USA, June 12, 2022

How I stopped worrying about training data bugs and started complaining.

[BibT_eX]

[DOI]

Proceedings of the DEEM '22: Proceedings of the Sixth Workshop on Data Management for End-To-End Machine Learning Philadelphia, 2022

2021

Are We Ready For Learned Cardinality Estimation?

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2021

Explaining Inference Queries with Bayesian Optimization.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2021

Enabling SQL-based Training Data Debugging for Federated Learning.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2021

DataPrep.EDA: Task-Centric Exploratory Data Analysis for Statistical Modeling in Python.

[BibT_eX]

[DOI]

Jeffrey M. Rzeszotarski

Proceedings of the SIGMOD '21: International Conference on Management of Data, 2021

Automating Entity Matching Model Development.

[BibT_eX]

[DOI]

Proceedings of the 37th IEEE International Conference on Data Engineering, 2021

2020

ActiveDeeper: A Model-based Active Data Enrichment System.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2020

SCODED: Statistical Constraint Oriented Data Error Detection.

[BibT_eX]

[DOI]

Proceedings of the 2020 International Conference on Management of Data, 2020

Complaint-driven Training Data Debugging for Query 2.0.

[BibT_eX]

[DOI]

Proceedings of the 2020 International Conference on Management of Data, 2020

Towards Extracting Highlights From Recorded Live Videos: An Implicit Crowdsourcing Approach.

[BibT_eX]

[DOI]

Proceedings of the 36th IEEE International Conference on Data Engineering, 2020

2019

Detecting Data Errors with Statistical Constraints.

[BibT_eX]

[DOI]

CoRR, 2019

Progressive Deep Web Crawling Through Keyword Queries For Data Enrichment.

[BibT_eX]

[DOI]

Proceedings of the 2019 International Conference on Management of Data, 2019

Crowdsourcing Database Systems: Overview and Challenges.

[BibT_eX]

[DOI]

Proceedings of the 35th IEEE International Conference on Data Engineering, 2019

2018

Cleaning Crowdsourced Labels Using Oracles For Statistical Classification.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2018

Crowd-Powered Data Mining.

[BibT_eX]

[DOI]

CoRR, 2018

Deeper: A Data Enrichment System Powered by Deep Web.

[BibT_eX]

[DOI]

Proceedings of the 2018 International Conference on Management of Data, 2018

AQP++: Connecting Approximate Query Processing With Aggregate Precomputation for Interactive Analytics.

[BibT_eX]

[DOI]

Proceedings of the 2018 International Conference on Management of Data, 2018

2017

Dependable Data Repairing with Fixing Rules.

[BibT_eX]

[DOI]

Nan Tang

ACM J. Data Inf. Qual., 2017

PreCog: Improving Crowdsourced Data Quality Before Acquisition.

[BibT_eX]

[DOI]

Hamed Nilforoshan

Eugene Wu

CoRR, 2017

Preference-driven similarity join.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Web Intelligence, 2017

Crowdsourced Data Management: Overview and Challenges.

[BibT_eX]

[DOI]

Proceedings of the 2017 ACM International Conference on Management of Data, 2017

Schemaless Join for Result Set Preferences.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Information Reuse and Integration, 2017

2016

Crowdsourced Data Management: A Survey.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2016

Skipping-oriented Partitioning for Columnar Layouts.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2016

ActiveClean: Interactive Data Cleaning For Statistical Modeling.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2016

ActiveClean: Interactive Data Cleaning While Learning Convex Loss Models.

[BibT_eX]

[DOI]

CoRR, 2016

PrivateClean: Data Cleaning and Differential Privacy.

[BibT_eX]

[DOI]

Proceedings of the 2016 International Conference on Management of Data, 2016

ActiveClean: An Interactive Data Cleaning Framework For Modern Machine Learning.

[BibT_eX]

[DOI]

Proceedings of the 2016 International Conference on Management of Data, 2016

Data Cleaning: Overview and Emerging Challenges.

[BibT_eX]

[DOI]

Proceedings of the 2016 International Conference on Management of Data, 2016

Finding Gangs in War from Signed Networks.

[BibT_eX]

[DOI]

Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016

2015

Stale View Cleaning: Getting Fresh Answers from Stale Materialized Views.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2015

CLAMShell: Speeding up Crowds for Low-latency Data Labeling.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2015

Wisteria: Nurturing Scalable Data Cleaning Infrastructure.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2015

SampleClean: Fast and Reliable Analytics on Dirty Data.

[BibT_eX]

[DOI]

IEEE Data Eng. Bull., 2015

QASCA: A Quality-Aware Task Assignment System for Crowdsourcing Applications.

[BibT_eX]

[DOI]

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

2014

Extending string similarity join to tolerant fuzzy token matching.

[BibT_eX]

[DOI]

ACM Trans. Database Syst., 2014

The Expected Optimal Labeling Order Problem for Crowdsourced Joins and Entity Resolution.

[BibT_eX]

[DOI]

CoRR, 2014

Towards dependable data repairing with fixing rules.

[BibT_eX]

[DOI]

Nan Tang

Proceedings of the International Conference on Management of Data, 2014

A sample-and-clean framework for fast and accurate query processing on dirty data.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Management of Data, 2014

MassJoin: A mapreduce-based method for scalable string similarity joins.

[BibT_eX]

[DOI]

Proceedings of the IEEE 30th International Conference on Data Engineering, Chicago, 2014

Learning accurate kinematic control of cable-driven surgical robots using data cleaning and Gaussian Process Regression.

[BibT_eX]

[DOI]

Adithyavairavan Murali

Proceedings of the 2014 IEEE International Conference on Automation Science and Engineering, 2014

2013

Leveraging transitive relations for crowdsourced joins.

[BibT_eX]

[DOI]

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

Efficient parallel partition-based algorithms for similarity search and join with edit distance constraints.

[BibT_eX]

[DOI]

Proceedings of the Joint 2013 EDBT/ICDT Conferences, 2013

2012

Trie-join: a trie-based method for efficient string similarity joins.

[BibT_eX]

[DOI]

VLDB J., 2012

CrowdER: Crowdsourcing Entity Resolution.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2012

Can we beat the prefix filtering?: an adaptive framework for similarity join and search.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2012

Supporting efficient top-k queries in type-ahead search.

[BibT_eX]

[DOI]

Proceedings of the 35th International ACM SIGIR conference on research and development in Information Retrieval, 2012

2011

Entity Matching: How Similar Is Similar.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2011

PASS-JOIN: A Partition-based Method for Similarity Joins.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2011

Fast-join: An efficient method for fuzzy token matching based string similarity join.

[BibT_eX]

[DOI]

Proceedings of the 27th International Conference on Data Engineering, 2011

DBease: Making Databases User-Friendly and Easily Accessible.

[BibT_eX]

[DOI]

Proceedings of the Fifth Biennial Conference on Innovative Data Systems Research, 2011

2010

Trie-Join: Efficient Trie-based String Similarity Joins with Edit-Distance Constraints.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2010

Interactive and fuzzy search: a dynamic way to explore MEDLINE.

[BibT_eX]

[DOI]

Bioinform., 2010

Efficient fuzzy type-ahead search in TASTIER.

[BibT_eX]

[DOI]

Proceedings of the 26th International Conference on Data Engineering, 2010

2009

Automatic URL completion and prediction using fuzzy type-ahead search.

[BibT_eX]

[DOI]