AnHai Doan

According to our database, AnHai Doan authored at least 118 papers between 1994 and 2023.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of three.

2023

Effective entity matching with transformers.

Yuliang Li, Jinfeng Li, Yoshi Suhara, AnHai Doan, Wang-Chiew Tan

VLDB J., November, 2023

Sparkly: A Simple yet Surprisingly Strong TF/IDF Blocker for Entity Matching.

Derek Paulsen, Yash Govind, AnHai Doan

Proc. VLDB Endow., 2023

2022

Cloud Data Systems: What are the Opportunities for the Database Research Community?

Magdalena Balazinska, Surajit Chaudhuri, AnHai Doan, Joseph M. Hellerstein, Hanuma Kodavalla, Ippokratis Pandis, Matei Zaharia

Proc. VLDB Endow., 2022

Toward Data Cleaning with a Target Accuracy: A Case Study for Value Normalization.

Adel Ardalan, Derek Paulsen, Amanpreet Singh Saini, Walter Cai, AnHai Doan

Proceedings of the IEEE International Conference on Big Data, 2022

2021

Deep Learning for Blocking in Entity Matching: A Design Space Exploration.

Saravanan Thirumuruganathan, Han Li, Nan Tang, Mourad Ouzzani, Yash Govind, Derek Paulsen, Glenn Fung, AnHai Doan

Proc. VLDB Endow., 2021

2020

Advice from SIGMOD/PODS 2020.

David Maier, Rachel Pottinger, AnHai Doan, Eduard C. Dragut, Bill Howe, Joanne Lateulere, John Lateulere, Mostafa Milani, Tilmann Rabl, Dan Suciu, Yufei Tao, Wang-Chiew Tan, Kristin Tufte

SIGMOD Rec., 2020

Deep Entity Matching with Pre-Trained Language Models.

Yuliang Li, Jinfeng Li, Yoshihiko Suhara, AnHai Doan, Wang-Chiew Tan

Proc. VLDB Endow., 2020

Magellan: toward building ecosystems of entity matching solutions.

AnHai Doan, Pradap Konda, Paul Suganthan G. C., Yash Govind, Derek Paulsen, Kaushik Chandrasekhar, Philip Martinkus, Matthew Christie

Commun. ACM, 2020

CoClean: Collaborative Data Cleaning.

Mashaal Musleh, Mourad Ouzzani, Nan Tang, AnHai Doan

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

Manually Detecting Errors for Data Cleaning Using Adaptive Crowdsourcing Strategies.

Haojun Zhang, Chengliang Chai, AnHai Doan, Paris Koutris, Esteban Arcaute

Proceedings of the 23rd International Conference on Extending Database Technology, 2020

Data Curation with Deep Learning.

Saravanan Thirumuruganathan, Nan Tang, Mourad Ouzzani, AnHai Doan

Proceedings of the 23rd International Conference on Extending Database Technology, 2020

2019

The Seattle Report on Database Research.

Daniel Abadi, Anastasia Ailamaki, David G. Andersen, Peter Bailis, Magdalena Balazinska, Philip A. Bernstein, Peter A. Boncz, Surajit Chaudhuri, Alvin Cheung, AnHai Doan, Luna Dong, Michael J. Franklin, Juliana Freire, Alon Y. Halevy, Joseph M. Hellerstein, Stratos Idreos, Donald Kossmann, Tim Kraska, Sailesh Krishnamurthy, Volker Markl, Sergey Melnik, Tova Milo, C. Mohan, Thomas Neumann, Beng Chin Ooi, Fatma Ozcan, Jignesh M. Patel, Andrew Pavlo, Raluca A. Popa, Raghu Ramakrishnan, Christopher Ré, Michael Stonebraker, Dan Suciu

SIGMOD Rec., 2019

Entity Matching Meets Data Science: A Progress Report from the Magellan Project.

Yash Govind, Pradap Konda, Paul Suganthan G. C., Philip Martinkus, Palaniappan Nagarajan, Han Li, Aravind Soundararajan, Sidharth Mudgal, Jeffrey R. Ballard, Haojun Zhang, Adel Ardalan, Sanjib Das, Derek Paulsen, Amanpreet Singh Saini, Erik Paulson, Youngchoon Park, Marshall Carter, Mingju Sun, Glenn Moo Fung, AnHai Doan

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

Executing Entity Matching End to End: A Case Study.

Pradap Konda, Sanjay Subramanian Seshadri, Elan Segarra, Brent Hueth, AnHai Doan

Proceedings of the Advances in Database Technology, 2019

2018

CloudMatcher: A Hands-Off Cloud/Crowd Service for Entity Matching.

Yash Govind, Erik Paulson, Palaniappan Nagarajan, Paul Suganthan G. C., AnHai Doan, Youngchoon Park, Glenn Fung, Devin Conathan, Marshall Carter, Mingju Sun

Proc. VLDB Endow., 2018

Smurf: Self-Service String Matching Using Random Forests.

Paul Suganthan G. C., Adel Ardalan, AnHai Doan, Aditya Akella

Proc. VLDB Endow., 2018

Toward a System Building Agenda for Data Integration (and Data Science).

AnHai Doan, Pradap Konda, Paul Suganthan G. C., Adel Ardalan, Jeffrey R. Ballard, Sanjib Das, Yash Govind, Han Li, Philip Martinkus, Sidharth Mudgal, Erik Paulson, Haojun Zhang

IEEE Data Eng. Bull., 2018

BigGorilla: An Open-Source Ecosystem for Data Preparation and Integration.

Chen Chen, Behzad Golshan, Alon Y. Halevy, Wang-Chiew Tan, AnHai Doan

IEEE Data Eng. Bull., 2018

Deep Learning for Entity Matching: A Design Space Exploration.

Sidharth Mudgal, Han Li, Theodoros Rekatsinas, AnHai Doan, Youngchoon Park, Ganesh Krishnan, Rohit Deep, Esteban Arcaute, Vijay Raghavendra

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

Human-in-the-Loop Data Analysis: A Personal Perspective.

AnHai Doan

Proceedings of the Workshop on Human-In-the-Loop Data Analytics, 2018

MatchCatcher: A Debugger for Blocking in Entity Matching.

Han Li, Pradap Konda, Paul Suganthan G. C., AnHai Doan, Benjamin Snyder, Youngchoon Park, Ganesh Krishnan, Rohit Deep, Vijay Raghavendra

Proceedings of the 21st International Conference on Extending Database Technology, 2018

2017

Toward a System Building Agenda for Data Integration.

AnHai Doan, Adel Ardalan, Jeffrey R. Ballard, Sanjib Das, Yash Govind, Pradap Konda, Han Li, Erik Paulson, Paul Suganthan G. C., Haojun Zhang

CoRR, 2017

MetaSRA: normalized human sample-specific metadata for the Sequence Read Archive.

Matthew Bernstein, AnHai Doan, Colin N. Dewey

Bioinform., 2017

Human-in-the-Loop Challenges for Entity Matching: A Midterm Report.

AnHai Doan, Adel Ardalan, Jeffrey R. Ballard, Sanjib Das, Yash Govind, Pradap Konda, Han Li, Sidharth Mudgal, Erik Paulson, Paul Suganthan G. C., Haojun Zhang

Proceedings of the 2nd Workshop on Human-In-the-Loop Data Analytics, 2017

Falcon: Scaling Up Hands-Off Crowdsourced Entity Matching to Build Cloud Services.

Sanjib Das, Paul Suganthan G. C., AnHai Doan, Jeffrey F. Naughton, Ganesh Krishnan, Rohit Deep, Esteban Arcaute, Vijay Raghavendra, Youngchoon Park

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

Towards Interactive Debugging of Rule-based Entity Matching.

Fatemah Panahi, Wentao Wu, AnHai Doan, Jeffrey F. Naughton

Proceedings of the 20th International Conference on Extending Database Technology, 2017

Entity Matching Using Magellan: Matching Drug Reference Tables.

Eric R. LaRose, Jonathan C. Badger, Pradap Konda, AnHai Doan, Peggy L. Peissig

Proceedings of the Summit on Clinical Research Informatics, 2017

What is Our Agenda for Data Science?

AnHai Doan

Proceedings of the 8th Biennial Conference on Innovative Data Systems Research, 2017

bigNN: An open-source big data toolkit focused on biomedical sentence classification.

Ahmad Pahlavan Tafti, Ehsun Behravesh, Mehdi Assefi, Eric LaRose, Jonathan C. Badger, John Mayer, AnHai Doan, David Page, Peggy L. Peissig

Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017

2016

Magellan: Toward Building Entity Matching Management Systems over Data Science Stacks.

Pradap Konda, Sanjib Das, Paul Suganthan G. C., AnHai Doan, Adel Ardalan, Jeffrey R. Ballard, Han Li, Fatemah Panahi, Haojun Zhang, Jeffrey F. Naughton, Shishir Prasad, Ganesh Krishnan, Rohit Deep, Vijay Raghavendra

Proc. VLDB Endow., 2016

Magellan: Toward Building Entity Matching Management Systems.

Pradap Konda, Sanjib Das, Paul Suganthan G. C., AnHai Doan, Adel Ardalan, Jeffrey R. Ballard, Han Li, Fatemah Panahi, Haojun Zhang, Jeffrey F. Naughton, Shishir Prasad, Ganesh Krishnan, Rohit Deep, Vijay Raghavendra

Proc. VLDB Endow., 2016

2015

Why Big Data Industrial Systems Need Rules and What We Can Do About It.

Paul Suganthan G. C., Chong Sun, Krishna Gayatri K., Haojun Zhang, Frank Yang, Narasimhan Rampalli, Shishir Prasad, Esteban Arcaute, Ganesh Krishnan, Rohit Deep, Vijay Raghavendra, AnHai Doan

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

On Debugging Non-Answers in Keyword Search Systems.

Akanksha Baid, Wentao Wu, Chong Sun, AnHai Doan, Jeffrey F. Naughton

Proceedings of the 18th International Conference on Extending Database Technology, 2015

2014

The Beckman Report on Database Research.

Daniel J. Abadi, Rakesh Agrawal, Anastasia Ailamaki, Magdalena Balazinska, Philip A. Bernstein, Michael J. Carey, Surajit Chaudhuri, Jeffrey Dean, AnHai Doan, Michael J. Franklin, Johannes Gehrke, Laura M. Haas, Alon Y. Halevy, Joseph M. Hellerstein, Yannis E. Ioannidis, H. V. Jagadish, Donald Kossmann, Samuel Madden, Sharad Mehrotra, Tova Milo, Jeffrey F. Naughton, Raghu Ramakrishnan, Volker Markl, Christopher Olston, Beng Chin Ooi, Christopher Ré, Dan Suciu, Michael Stonebraker, Todd Walter, Jennifer Widom

SIGMOD Rec., 2014

Chimera: Large-Scale Classification using Machine Learning, Rules, and Crowdsourcing.

Chong Sun, Narasimhan Rampalli, Frank Yang, AnHai Doan

Proc. VLDB Endow., 2014

Tracking Entities in the Dynamic World: A Fast Algorithm for Matching Temporal Records.

Yueh-Hsuan Chiang, AnHai Doan, Jeffrey F. Naughton

Proc. VLDB Endow., 2014

Corleone: hands-off crowdsourcing for entity matching.

Chaitanya Gokhale, Sanjib Das, AnHai Doan, Jeffrey F. Naughton, Narasimhan Rampalli, Jude W. Shavlik, Xiaojin Zhu

Proceedings of the International Conference on Management of Data, 2014

Modeling entity evolution for temporal record matching.

Yueh-Hsuan Chiang, AnHai Doan, Jeffrey F. Naughton

Proceedings of the International Conference on Management of Data, 2014

2013

Entity Extraction, Linking, Classification, and Tagging for Social Media: A Wikipedia-Based Approach.

Abhishek Gattani, Digvijay S. Lamba, Nikesh Garera, Mitul Tiwari, Xiaoyong Chai, Sanjib Das, Sri Subramaniam, Anand Rajaraman, Venky Harinarayan, AnHai Doan

Proc. VLDB Endow., 2013

Social Media Analytics: The Kosmix Story.

Xiaoyong Chai, Omkar Deshpande, Nikesh Garera, Abhishek Gattani, Wang Lam, Digvijay S. Lamba, Lu Liu, Mitul Tiwari, Michel Tourn, Zoheb Vacheri, STS Prasad, Sri Subramaniam, Venky Harinarayan, Anand Rajaraman, Adel Ardalan, Sanjib Das, Paul Suganthan G. C., AnHai Doan

IEEE Data Eng. Bull., 2013

Badger: Toward Crowdsourcing the Building of Structured Knowledge Bases.

AnHai Doan

Proceedings of the 16th International Workshop on the Web and Databases 2013, 2013

Building, maintaining, and using knowledge bases: a report from the trenches.

Omkar Deshpande, Digvijay S. Lamba, Michel Tourn, Sanjib Das, Sri Subramaniam, Anand Rajaraman, Venky Harinarayan, AnHai Doan

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

2012

Muppet: MapReduce-Style Processing of Fast Data.

Wang Lam, Lu Liu, STS Prasad, Anand Rajaraman, Zoheb Vacheri, AnHai Doan

Proc. VLDB Endow., 2012

Principles of Data Integration.

AnHai Doan, Alon Y. Halevy, Zachary G. Ives

Morgan Kaufmann, ISBN: 978-0-12-416044-6, 2012

2011

Tuffy: Scaling up Statistical Inference in Markov Logic Networks using an RDBMS.

Feng Niu, Christopher Ré, AnHai Doan, Jude W. Shavlik

Proc. VLDB Endow., 2011

Crowdsourcing Applications and Platforms: A Data Management Perspective.

AnHai Doan, Michael J. Franklin, Donald Kossmann, Tim Kraska

Proc. VLDB Endow., 2011

Crowdsourcing systems on the World-Wide Web.

AnHai Doan, Raghu Ramakrishnan, Alon Y. Halevy

Commun. ACM, 2011

2010

Toward Scalable Keyword Search over Relational Data.

Akanksha Baid, Ian Rae, Jiexing Li, AnHai Doan, Jeffrey F. Naughton

Proc. VLDB Endow., 2010

Crowds, clouds, and algorithms: exploring the human side of "big data" applications.

Sihem Amer-Yahia, AnHai Doan, Jon M. Kleinberg, Nick Koudas, Michael J. Franklin

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2010

Toward industrial-strength keyword search systems over relational data.

Akanksha Baid, Ian Rae, AnHai Doan, Jeffrey F. Naughton

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

2009

Modeling and Extracting Deep-Web Query Interfaces.

Wensheng Wu, AnHai Doan, Clement T. Yu, Weiyi Meng

Proceedings of the Advances in Information and Intelligent Systems, 2009

Combining keyword search and forms for ad hoc querying of databases.

Eric Chu, Akanksha Baid, Xiaoyong Chai, AnHai Doan, Jeffrey F. Naughton

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2009

Optimizing complex extraction programs over evolving text data.

Fei Chen, Byron J. Gao, AnHai Doan, Jun Yang, Raghu Ramakrishnan

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2009

Efficiently incorporating user feedback into information extraction and integration programs.

Xiaoyong Chai, Ba-Quy Vuong, AnHai Doan, Jeffrey F. Naughton

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2009

Weighted Proximity Best-Joins for Information Retrieval.

Risi Thonangi, Hao He, AnHai Doan, Haixun Wang, Jun Yang

Proceedings of the 25th International Conference on Data Engineering, 2009

Join Optimization of Information Extraction Output: Quality Matters!

Alpa Jain, Panagiotis G. Ipeirotis, AnHai Doan, Luis Gravano

Proceedings of the 25th International Conference on Data Engineering, 2009

The Case for a Structured Approach to Managing Unstructured Data.

AnHai Doan, Jeffrey F. Naughton, Akanksha Baid, Xiaoyong Chai, Fei Chen, Ting Chen, Eric Chu, Pedro DeRose, Byron J. Gao, Chaitanya Gokhale, Jiansheng Huang, Warren Shen, Ba-Quy Vuong

Proceedings of the Fourth Biennial Conference on Innovative Data Systems Research, 2009

2008

Information extraction challenges in managing unstructured data.

AnHai Doan, Jeffrey F. Naughton, Raghu Ramakrishnan, Akanksha Baid, Xiaoyong Chai, Fei Chen, Ting Chen, Eric Chu, Pedro DeRose, Byron J. Gao, Chaitanya Gokhale, Jiansheng Huang, Warren Shen, Ba-Quy Vuong

SIGMOD Rec., 2008

Databases and Web 2.0 panel at VLDB 2007.

Sihem Amer-Yahia, Volker Markl, Alon Y. Halevy, AnHai Doan, Gustavo Alonso, Donald Kossmann, Gerhard Weikum

SIGMOD Rec., 2008

The Claremont report on database research.

Rakesh Agrawal, Anastasia Ailamaki, Philip A. Bernstein, Eric A. Brewer, Michael J. Carey, Surajit Chaudhuri, AnHai Doan, Daniela Florescu, Michael J. Franklin, Hector Garcia-Molina, Johannes Gehrke, Le Gruenwald, Laura M. Haas, Alon Y. Halevy, Joseph M. Hellerstein, Yannis E. Ioannidis, Henry F. Korth, Donald Kossmann, Samuel Madden, Roger Magoulas, Beng Chin Ooi, Tim O'Reilly, Raghu Ramakrishnan, Sunita Sarawagi, Michael Stonebraker, Alexander S. Szalay, Gerhard Weikum

SIGMOD Rec., 2008

On the provenance of non-answers to queries over extracted data.

Jiansheng Huang, Ting Chen, AnHai Doan, Jeffrey F. Naughton

Proc. VLDB Endow., 2008

Analyzing and revising data integration schemas to improve their matchability.

Xiaoyong Chai, Mayssam Sayyadian, AnHai Doan, Arnon Rosenthal, Len Seligman

Proc. VLDB Endow., 2008

Toward best-effort information extraction.

Warren Shen, Pedro DeRose, Robert McCann, AnHai Doan, Raghu Ramakrishnan

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2008

Building Structured Web Community Portals Via Extraction, Integration, and Mass Collaboration.

AnHai Doan

Proceedings of the PRICAI 2008: Trends in Artificial Intelligence, 2008

A Discriminative Approach to Ontology Mapping.

Michael L. Wick, Khashayar Rohanimanesh, Andrew McCallum, AnHai Doan

Proceedings of the International Workshop on New Trends in Information Integration, 2008

Matching Schemas in Online Communities: A Web 2.0 Approach.

Robert McCann, Warren Shen, AnHai Doan

Proceedings of the 24th International Conference on Data Engineering, 2008

Optimizing SQL Queries over Text Databases.

Alpa Jain, AnHai Doan, Luis Gravano

Proceedings of the 24th International Conference on Data Engineering, 2008

Building Community Wikipedias: A Machine-Human Partnership Approach.

Pedro DeRose, Xiaoyong Chai, Byron J. Gao, Warren Shen, AnHai Doan, Philip Bohannon, Xiaojin Zhu

Proceedings of the 24th International Conference on Data Engineering, 2008

Efficient Information Extraction over Evolving Text Data.

Fei Chen, AnHai Doan, Jun Yang, Raghu Ramakrishnan

Proceedings of the 24th International Conference on Data Engineering, 2008

2007

eTuner: tuning schema matching software using synthetic scenarios.

Yoonkyong Lee, Mayssam Sayyadian, AnHai Doan, Arnon Rosenthal

VLDB J., 2007

User-Centric Research Challenges in Community Information Management Systems.

AnHai Doan, Philip Bohannon, Raghu Ramakrishnan, Xiaoyong Chai, Pedro DeRose, Byron J. Gao, Warren Shen

IEEE Data Eng. Bull., 2007

Declarative Information Extraction Using Datalog with Embedded Extraction Predicates.

Warren Shen, AnHai Doan, Jeffrey F. Naughton, Raghu Ramakrishnan

Proceedings of the 33rd International Conference on Very Large Data Bases, 2007

Building Structured Web Community Portals: A Top-Down, Compositional, and Incremental Approach.

Pedro DeRose, Warren Shen, Fei Chen, AnHai Doan, Raghu Ramakrishnan

Proceedings of the 33rd International Conference on Very Large Data Bases, 2007

A Relational Approach to Incrementally Extracting and Querying Structure in Unstructured Data.

Eric Chu, Akanksha Baid, Ting Chen, AnHai Doan, Jeffrey F. Naughton

Proceedings of the 33rd International Conference on Very Large Data Bases, 2007

OLAP over Imprecise Data with Domain Constraints.

Douglas Burdick, AnHai Doan, Raghu Ramakrishnan, Shivakumar Vaithyanathan

Proceedings of the 33rd International Conference on Very Large Data Bases, 2007

Data Quality Challenges in Community Systems.

AnHai Doan

Proceedings of the Fifth International Workshop on Quality in Databases, 2007

Source-aware Entity Matching: A Compositional Approach.

Warren Shen, Pedro DeRose, Long H. Vu, AnHai Doan, Raghu Ramakrishnan

Proceedings of the 23rd International Conference on Data Engineering, 2007

Efficient Keyword Search Across Heterogeneous Relational Databases.

Mayssam Sayyadian, Hieu LeKhac, AnHai Doan, Luis Gravano

Proceedings of the 23rd International Conference on Data Engineering, 2007

SQL Queries Over Unstructured Text Databases.

Alpa Jain, AnHai Doan, Luis Gravano

Proceedings of the 23rd International Conference on Data Engineering, 2007

K-Anonymization as Spatial Indexing: Toward Scalable and Incremental Anonymization.

Tochukwu Iwuchukwu, David J. DeWitt, AnHai Doan, Jeffrey F. Naughton

Proceedings of the 23rd International Conference on Data Engineering, 2007

DBLife: A Community Information Management Platform for the Database Research Community (Demo).

Pedro DeRose, Warren Shen, Fei Chen, Yoonkyong Lee, Douglas Burdick, AnHai Doan, Raghu Ramakrishnan

Proceedings of the Third Biennial Conference on Innovative Data Systems Research, 2007

2006

Community Information Management.

AnHai Doan, Raghu Ramakrishnan, Fei Chen, Pedro DeRose, Yoonkyong Lee, Robert McCann, Mayssam Sayyadian, Warren Shen

IEEE Data Eng. Bull., 2006

Managing information extraction: state of the art and research directions.

AnHai Doan, Raghu Ramakrishnan, Shivakumar Vaithyanathan

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2006

WebIQ: Learning from the Web to Match Deep-Web Query Interfaces.

Wensheng Wu, AnHai Doan, Clement T. Yu

Proceedings of the 22nd International Conference on Data Engineering, 2006

2005

Semantic Integration.

Natalya Fridman Noy, AnHai Doan, Alon Y. Halevy

AI Mag., 2005

Semantic Integration Research in the Database Community: A Brief Survey.

AnHai Doan, Alon Y. Halevy

AI Mag., 2005

Tuning Schema Matching Software using Synthetic Scenarios.

Mayssam Sayyadian, Yoonkyong Lee, AnHai Doan, Arnon Rosenthal

Proceedings of the 31st International Conference on Very Large Data Bases, Trondheim, Norway, August 30, 2005

Mapping Maintenance for Data Integration Systems.

Robert McCann, Bedoor K. AlShebli, Quoc Le, Hoa Nguyen, Long H. Vu, AnHai Doan

Proceedings of the 31st International Conference on Very Large Data Bases, Trondheim, Norway, August 30, 2005

Bootstrapping Domain Ontology for Semantic Web Services from Source Web Sites.

Wensheng Wu, AnHai Doan, Clement T. Yu, Weiyi Meng

Proceedings of the Technologies for E-Services, 6th International Workshop, 2005

Merging Interface Schemas on the Deep Web via Clustering Aggregation.

Wensheng Wu, AnHai Doan, Clement T. Yu

Proceedings of the 5th IEEE International Conference on Data Mining (ICDM 2005), 2005

Integrating Data from Disparate Sources: A Mass Collaboration Approach.

Robert McCann, Alexander Kramnik, Warren Shen, Vanitha Varadarajan, Olu Sobulo, AnHai Doan

Proceedings of the 21st International Conference on Data Engineering, 2005

Corpus-based Schema Matching.

Jayant Madhavan, Philip A. Bernstein, AnHai Doan, Alon Y. Halevy

Proceedings of the 21st International Conference on Data Engineering, 2005

Collaborative Development of Information Integration Systems.

AnHai Doan, Robert McCann, Warren Shen

Proceedings of the Knowledge Collection from Volunteer Contributors, 2005

Constraint-Based Entity Matching.

Warren Shen, Xin Li, AnHai Doan

Proceedings of the Proceedings, 2005

2004

Introduction to the Special Issue on Semantic Integration.

AnHai Doan, Natalya Fridman Noy, Alon Y. Halevy

SIGMOD Rec., 2004

Semantic Integration Workshop at the 2nd International Semantic Web Conference (ISWC-2003).

AnHai Doan, Alon Y. Halevy, Natalya Fridman Noy

SIGMOD Rec., 2004

Semantic Integration Workshop at the Second International Semantic Web Conference (ISWC-2003).

AnHai Doan, Alon Y. Halevy, Natalya Fridman Noy

AI Mag., 2004

An Interactive Clustering-based Approach to Integrating Source Query interfaces on the Deep Web.

Wensheng Wu, Clement T. Yu, AnHai Doan, Weiyi Meng

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2004

iMAP: Discovering Complex Mappings between Database Schemas.

Robin Dhamankar, Yoonkyong Lee, AnHai Doan, Alon Y. Halevy, Pedro M. Domingos

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2004

Privacy-preserving data integration and sharing.

Chris Clifton, Murat Kantarcioglu, AnHai Doan, Gunther Schadow, Jaideep Vaidya, Ahmed K. Elmagarmid, Dan Suciu

Proceedings of the 9th ACM SIGMOD Workshop on Research Issues in Data Mining and Knowledge Discovery, 2004

Ontology Matching: A Machine Learning Approach.

AnHai Doan, Jayant Madhavan, Pedro M. Domingos, Alon Y. Halevy

Proceedings of the Handbook on Ontologies, 2004

2003

Learning to match ontologies on the Semantic Web.

AnHai Doan, Jayant Madhavan, Robin Dhamankar, Pedro M. Domingos, Alon Y. Halevy

VLDB J., 2003

Learning to Match the Schemas of Data Sources: A Multistrategy Approach.

AnHai Doan, Pedro M. Domingos, Alon Y. Halevy

Mach. Learn., 2003

Profile-Based Object Matching for Information Integration.

AnHai Doan, Ying Lu, Yoonkyong Lee, Jiawei Han

IEEE Intell. Syst., 2003

Building Data Integration Systems: A Mass Collaboration Approach.

Robert McCann, AnHai Doan, Vanitha Varadarajan, Alexander Kramnik, ChengXiang Zhai

Proceedings of the International Workshop on Web and Databases, 2003

Building Data Integration Systems: A Mass Collaboration Approach.

AnHai Doan, Robert McCann

Proceedings of IJCAI-03 Workshop on Information Integration on the Web (IIWeb-03), 2003

Object Matching for Information Integration: A Profiler-Based Approach.

AnHai Doan, Ying Lu, Yoonkyong Lee, Jiawei Han

Proceedings of IJCAI-03 Workshop on Information Integration on the Web (IIWeb-03), 2003

Crossing the Structure Chasm.

Alon Y. Halevy, Oren Etzioni, AnHai Doan, Zachary G. Ives, Jayant Madhavan, Luke K. McDowell, Igor Tatarinov

Proceedings of the First Biennial Conference on Innovative Data Systems Research, 2003

2002

Database Research at the University of Illinois at Urbana-Champaign.

Marianne Winslett, Kevin Chen-Chuan Chang, AnHai Doan, Jiawei Han, ChengXiang Zhai, Yuanyuan Zhou

SIGMOD Rec., 2002

Learning to map between ontologies on the semantic web.

AnHai Doan, Jayant Madhavan, Pedro M. Domingos, Alon Y. Halevy

Proceedings of the Eleventh International World Wide Web Conference, 2002

Efficiently Ordering Query Plans for Data Integration.

AnHai Doan, Alon Y. Halevy

Proceedings of the 18th International Conference on Data Engineering, San Jose, CA, USA, February 26, 2002

2001

Reconciling Schemas of Disparate Data Sources: A Machine-Learning Approach.

AnHai Doan, Pedro M. Domingos, Alon Y. Halevy

Proceedings of the 2001 ACM SIGMOD international conference on Management of data, 2001

2000

Learning Source Description for Data Integration.

AnHai Doan, Pedro M. Domingos, Alon Y. Levy

Proceedings of the Third International Workshop on the Web and Databases, 2000

1998

Geometric Foundations for Interval-Based Probabilities.

Vu A. Ha, AnHai Doan, Van H. Vu, Peter Haddawy

Ann. Math. Artif. Intell., 1998

1996

Sound Abstraction of Probabilistic Actions in The Constraint Mass Assignment Framework.

AnHai Doan, Peter Haddawy

Proceedings of the UAI '96: Proceedings of the Twelfth Annual Conference on Uncertainty in Artificial Intelligence, 1996

Modeling Probabilistic Actions for Practical Decision-Theoretic Planning.

AnHai Doan

Proceedings of the Third International Conference on Artificial Intelligence Planning Systems, 1996

1995

Efficient Decision-Theoretic Planning: Techniques and Empirical Analysis.

Peter Haddawy, AnHai Doan, Richard Goodwin

Proceedings of the UAI '95: Proceedings of the Eleventh Annual Conference on Uncertainty in Artificial Intelligence, 1995

1994

Abstracting Probabilistic Actions.

Peter Haddawy, AnHai Doan

Proceedings of the UAI '94: Proceedings of the Tenth Annual Conference on Uncertainty in Artificial Intelligence, 1994