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ORCIDBibTeX records: Paul Suganthan G. C.
@article{DBLP:journals/corr/abs-2212-09032,
author = {Zifan Liu and
Evan Rosen and
Paul Suganthan G. C.},
title = {AutoSlicer: Scalable Automated Data Slicing for {ML} Model Analysis},
journal = {CoRR},
volume = {abs/2212.09032},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2212.09032},
doi = {10.48550/ARXIV.2212.09032},
eprinttype = {arXiv},
eprint = {2212.09032},
timestamp = {Mon, 02 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2212-09032.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/debu/DrevesHPPRC21,
author = {Mike Dreves and
Gene Huang and
Zhuo Peng and
Neoklis Polyzotis and
Evan Rosen and
Paul Suganthan G. C.},
title = {Validating Data and Models in Continuous {ML} Pipelines},
journal = {{IEEE} Data Eng. Bull.},
volume = {44},
number = {1},
pages = {42--50},
year = {2021},
url = {http://sites.computer.org/debull/A21mar/p42.pdf},
timestamp = {Fri, 04 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/debu/DrevesHPPRC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cacm/DoanKCGPCMC20,
author = {AnHai Doan and
Pradap Konda and
Paul Suganthan G. C. and
Yash Govind and
Derek Paulsen and
Kaushik Chandrasekhar and
Philip Martinkus and
Matthew Christie},
title = {Magellan: toward building ecosystems of entity matching solutions},
journal = {Commun. {ACM}},
volume = {63},
number = {8},
pages = {83--91},
year = {2020},
url = {https://doi.org/10.1145/3405476},
doi = {10.1145/3405476},
timestamp = {Wed, 12 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cacm/DoanKCGPCMC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/DrevesHPPRG20,
author = {Mike Dreves and
Gene Huang and
Zhuo Peng and
Neoklis Polyzotis and
Evan Rosen and
Paul Suganthan G. C.},
editor = {Sebastian Schelter and
Steven Whang and
Julia Stoyanovich},
title = {From Data to Models and Back},
booktitle = {Proceedings of the Fourth Workshop on Data Management for End-To-End
Machine Learning, In conjunction with the 2020 {ACM} {SIGMOD/PODS}
Conference, DEEM@SIGMOD 2020, Portland, OR, USA, June 14, 2020},
pages = {1:1--1:4},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3399579.3399868},
doi = {10.1145/3399579.3399868},
timestamp = {Fri, 15 Sep 2023 15:12:25 +0200},
biburl = {https://dblp.org/rec/conf/sigmod/DrevesHPPRG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/CavenessCPP0Z20,
author = {Emily Caveness and
Paul Suganthan G. C. and
Zhuo Peng and
Neoklis Polyzotis and
Sudip Roy and
Martin Zinkevich},
editor = {David Maier and
Rachel Pottinger and
AnHai Doan and
Wang{-}Chiew Tan and
Abdussalam Alawini and
Hung Q. Ngo},
title = {TensorFlow Data Validation: Data Analysis and Validation in Continuous
{ML} Pipelines},
booktitle = {Proceedings of the 2020 International Conference on Management of
Data, {SIGMOD} Conference 2020, online conference [Portland, OR, USA],
June 14-19, 2020},
pages = {2793--2796},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3318464.3384707},
doi = {10.1145/3318464.3384707},
timestamp = {Wed, 04 May 2022 13:02:28 +0200},
biburl = {https://dblp.org/rec/conf/sigmod/CavenessCPP0Z20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/GovindKCMNLSMBZ19,
author = {Yash Govind and
Pradap Konda and
Paul Suganthan G. C. and
Philip Martinkus and
Palaniappan Nagarajan and
Han Li and
Aravind Soundararajan and
Sidharth Mudgal and
Jeffrey R. Ballard and
Haojun Zhang and
Adel Ardalan and
Sanjib Das and
Derek Paulsen and
Amanpreet Singh Saini and
Erik Paulson and
Youngchoon Park and
Marshall Carter and
Mingju Sun and
Glenn Moo Fung and
AnHai Doan},
editor = {Peter A. Boncz and
Stefan Manegold and
Anastasia Ailamaki and
Amol Deshpande and
Tim Kraska},
title = {Entity Matching Meets Data Science: {A} Progress Report from the Magellan
Project},
booktitle = {Proceedings of the 2019 International Conference on Management of
Data, {SIGMOD} Conference 2019, Amsterdam, The Netherlands, June 30
- July 5, 2019},
pages = {389--403},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3299869.3314042},
doi = {10.1145/3299869.3314042},
timestamp = {Fri, 03 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sigmod/GovindKCMNLSMBZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/debu/DoanKCABDGLMMPZ18,
author = {AnHai Doan and
Pradap Konda and
Paul Suganthan G. C. and
Adel Ardalan and
Jeffrey R. Ballard and
Sanjib Das and
Yash Govind and
Han Li and
Philip Martinkus and
Sidharth Mudgal and
Erik Paulson and
Haojun Zhang},
title = {Toward a System Building Agenda for Data Integration (and Data Science)},
journal = {{IEEE} Data Eng. Bull.},
volume = {41},
number = {2},
pages = {35--46},
year = {2018},
url = {http://sites.computer.org/debull/A18june/p35.pdf},
timestamp = {Tue, 16 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/debu/DoanKCABDGLMMPZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/GovindPNCDPFCCS18,
author = {Yash Govind and
Erik Paulson and
Palaniappan Nagarajan and
Paul Suganthan G. C. and
AnHai Doan and
Youngchoon Park and
Glenn Fung and
Devin Conathan and
Marshall Carter and
Mingju Sun},
title = {CloudMatcher: {A} Hands-Off Cloud/Crowd Service for Entity Matching},
journal = {Proc. {VLDB} Endow.},
volume = {11},
number = {12},
pages = {2042--2045},
year = {2018},
url = {http://www.vldb.org/pvldb/vol11/p2042-govind.pdf},
doi = {10.14778/3229863.3236255},
timestamp = {Tue, 16 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pvldb/GovindPNCDPFCCS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/CADA18,
author = {Paul Suganthan G. C. and
Adel Ardalan and
AnHai Doan and
Aditya Akella},
title = {Smurf: Self-Service String Matching Using Random Forests},
journal = {Proc. {VLDB} Endow.},
volume = {12},
number = {3},
pages = {278--291},
year = {2018},
url = {http://www.vldb.org/pvldb/vol12/p278-c..pdf},
doi = {10.14778/3291264.3291272},
timestamp = {Sat, 25 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pvldb/CADA18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigmod/KondaDCMABGLPZN18,
author = {Pradap Konda and
Sanjib Das and
Paul Suganthan G. C. and
Philip Martinkus and
Adel Ardalan and
Jeffrey R. Ballard and
Yash Govind and
Han Li and
Fatemah Panahi and
Haojun Zhang and
Jeffrey F. Naughton and
Shishir Prasad and
Ganesh Krishnan and
Rohit Deep and
Vijay Raghavendra},
title = {Technical Perspective: : Toward Building Entity Matching Management
Systems},
journal = {{SIGMOD} Rec.},
volume = {47},
number = {1},
pages = {33--40},
year = {2018},
url = {https://doi.org/10.1145/3277006.3277015},
doi = {10.1145/3277006.3277015},
timestamp = {Fri, 06 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sigmod/KondaDCMABGLPZN18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edbt/LiKCDSPKDR18,
author = {Han Li and
Pradap Konda and
Paul Suganthan G. C. and
AnHai Doan and
Benjamin Snyder and
Youngchoon Park and
Ganesh Krishnan and
Rohit Deep and
Vijay Raghavendra},
editor = {Michael H. B{\"{o}}hlen and
Reinhard Pichler and
Norman May and
Erhard Rahm and
Shan{-}Hung Wu and
Katja Hose},
title = {MatchCatcher: {A} Debugger for Blocking in Entity Matching},
booktitle = {Proceedings of the 21st International Conference on Extending Database
Technology, {EDBT} 2018, Vienna, Austria, March 26-29, 2018},
pages = {193--204},
publisher = {OpenProceedings.org},
year = {2018},
url = {https://doi.org/10.5441/002/edbt.2018.18},
doi = {10.5441/002/EDBT.2018.18},
timestamp = {Fri, 29 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edbt/LiKCDSPKDR18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/DoanABDGKLMPCZ17,
author = {AnHai Doan and
Adel Ardalan and
Jeffrey R. Ballard and
Sanjib Das and
Yash Govind and
Pradap Konda and
Han Li and
Sidharth Mudgal and
Erik Paulson and
Paul Suganthan G. C. and
Haojun Zhang},
editor = {Carsten Binnig and
Joseph M. Hellerstein and
Aditya G. Parameswaran},
title = {Human-in-the-Loop Challenges for Entity Matching: {A} Midterm Report},
booktitle = {Proceedings of the 2nd Workshop on Human-In-the-Loop Data Analytics,
HILDA@SIGMOD 2017, Chicago, IL, USA, May 14, 2017},
pages = {12:1--12:6},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3077257.3077268},
doi = {10.1145/3077257.3077268},
timestamp = {Sun, 02 Oct 2022 16:15:19 +0200},
biburl = {https://dblp.org/rec/conf/sigmod/DoanABDGKLMPCZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/DasCDNKDARP17,
author = {Sanjib Das and
Paul Suganthan G. C. and
AnHai Doan and
Jeffrey F. Naughton and
Ganesh Krishnan and
Rohit Deep and
Esteban Arcaute and
Vijay Raghavendra and
Youngchoon Park},
editor = {Semih Salihoglu and
Wenchao Zhou and
Rada Chirkova and
Jun Yang and
Dan Suciu},
title = {Falcon: Scaling Up Hands-Off Crowdsourced Entity Matching to Build
Cloud Services},
booktitle = {Proceedings of the 2017 {ACM} International Conference on Management
of Data, {SIGMOD} Conference 2017, Chicago, IL, USA, May 14-19, 2017},
pages = {1431--1446},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3035918.3035960},
doi = {10.1145/3035918.3035960},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sigmod/DasCDNKDARP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1710-00027,
author = {AnHai Doan and
Adel Ardalan and
Jeffrey R. Ballard and
Sanjib Das and
Yash Govind and
Pradap Konda and
Han Li and
Erik Paulson and
Paul Suganthan G. C. and
Haojun Zhang},
title = {Toward a System Building Agenda for Data Integration},
journal = {CoRR},
volume = {abs/1710.00027},
year = {2017},
url = {http://arxiv.org/abs/1710.00027},
eprinttype = {arXiv},
eprint = {1710.00027},
timestamp = {Tue, 16 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1710-00027.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/KondaDCDABLPZNP16,
author = {Pradap Konda and
Sanjib Das and
Paul Suganthan G. C. and
AnHai Doan and
Adel Ardalan and
Jeffrey R. Ballard and
Han Li and
Fatemah Panahi and
Haojun Zhang and
Jeffrey F. Naughton and
Shishir Prasad and
Ganesh Krishnan and
Rohit Deep and
Vijay Raghavendra},
title = {Magellan: Toward Building Entity Matching Management Systems},
journal = {Proc. {VLDB} Endow.},
volume = {9},
number = {12},
pages = {1197--1208},
year = {2016},
url = {http://www.vldb.org/pvldb/vol9/p1197-pkonda.pdf},
doi = {10.14778/2994509.2994535},
timestamp = {Sat, 25 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pvldb/KondaDCDABLPZNP16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/KondaDCDABLPZNP16a,
author = {Pradap Konda and
Sanjib Das and
Paul Suganthan G. C. and
AnHai Doan and
Adel Ardalan and
Jeffrey R. Ballard and
Han Li and
Fatemah Panahi and
Haojun Zhang and
Jeffrey F. Naughton and
Shishir Prasad and
Ganesh Krishnan and
Rohit Deep and
Vijay Raghavendra},
title = {Magellan: Toward Building Entity Matching Management Systems over
Data Science Stacks},
journal = {Proc. {VLDB} Endow.},
volume = {9},
number = {13},
pages = {1581--1584},
year = {2016},
url = {http://www.vldb.org/pvldb/vol9/p1581-konda.pdf},
doi = {10.14778/3007263.3007314},
timestamp = {Sat, 25 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pvldb/KondaDCDABLPZNP16a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/CSKZYRPAKDRD15,
author = {Paul Suganthan G. C. and
Chong Sun and
Krishna Gayatri K. and
Haojun Zhang and
Frank Yang and
Narasimhan Rampalli and
Shishir Prasad and
Esteban Arcaute and
Ganesh Krishnan and
Rohit Deep and
Vijay Raghavendra and
AnHai Doan},
editor = {Timos K. Sellis and
Susan B. Davidson and
Zachary G. Ives},
title = {Why Big Data Industrial Systems Need Rules and What We Can Do About
It},
booktitle = {Proceedings of the 2015 {ACM} {SIGMOD} International Conference on
Management of Data, Melbourne, Victoria, Australia, May 31 - June
4, 2015},
pages = {265--276},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2723372.2742784},
doi = {10.1145/2723372.2742784},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sigmod/CSKZYRPAKDRD15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/debu/ChaiDGGLLLTTVPSHRADCD13,
author = {Xiaoyong Chai and
Omkar Deshpande and
Nikesh Garera and
Abhishek Gattani and
Wang Lam and
Digvijay S. Lamba and
Lu Liu and
Mitul Tiwari and
Michel Tourn and
Zoheb Vacheri and
STS Prasad and
Sri Subramaniam and
Venky Harinarayan and
Anand Rajaraman and
Adel Ardalan and
Sanjib Das and
Paul Suganthan G. C. and
AnHai Doan},
title = {Social Media Analytics: The Kosmix Story},
journal = {{IEEE} Data Eng. Bull.},
volume = {36},
number = {3},
pages = {4--12},
year = {2013},
url = {http://sites.computer.org/debull/A13sept/p4.pdf},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/debu/ChaiDGGLLLTTVPSHRADCD13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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