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ORCIDPaul Suganthan G. C.
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Journal Articles
- 2021
[j9]Mike Dreves, Gene Huang, Zhuo Peng, Neoklis Polyzotis, Evan Rosen, Paul Suganthan G. C.:
Validating Data and Models in Continuous ML Pipelines. IEEE Data Eng. Bull. 44(1): 42-50 (2021)- 2020
- [j8]AnHai Doan, Pradap Konda, Paul Suganthan G. C., Yash Govind, Derek Paulsen, Kaushik Chandrasekhar, Philip Martinkus, Matthew Christie:
Magellan: toward building ecosystems of entity matching solutions. Commun. ACM 63(8): 83-91 (2020) - 2018
- [j7]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:
Toward a System Building Agenda for Data Integration (and Data Science). IEEE Data Eng. Bull. 41(2): 35-46 (2018) - [j6]Yash Govind, Erik Paulson, Palaniappan Nagarajan, Paul Suganthan G. C., AnHai Doan, Youngchoon Park, Glenn Fung, Devin Conathan, Marshall Carter, Mingju Sun:
CloudMatcher: A Hands-Off Cloud/Crowd Service for Entity Matching. Proc. VLDB Endow. 11(12): 2042-2045 (2018) - [j5]Paul Suganthan G. C., Adel Ardalan, AnHai Doan, Aditya Akella:
Smurf: Self-Service String Matching Using Random Forests. Proc. VLDB Endow. 12(3): 278-291 (2018) - [j4]Pradap Konda, Sanjib Das, Paul Suganthan G. C., Philip Martinkus, Adel Ardalan, Jeffrey R. Ballard, Yash Govind, Han Li, Fatemah Panahi, Haojun Zhang, Jeffrey F. Naughton, Shishir Prasad, Ganesh Krishnan, Rohit Deep, Vijay Raghavendra:
Technical Perspective: : Toward Building Entity Matching Management Systems. SIGMOD Rec. 47(1): 33-40 (2018) - 2016
- [j3]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:
Magellan: Toward Building Entity Matching Management Systems. Proc. VLDB Endow. 9(12): 1197-1208 (2016) - [j2]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:
Magellan: Toward Building Entity Matching Management Systems over Data Science Stacks. Proc. VLDB Endow. 9(13): 1581-1584 (2016) - 2013
- [j1]Xiaoyong Chai, Omkar Deshpande, Nikesh Garera, Rohit Kumar, 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:
Social Media Analytics: The Kosmix Story. IEEE Data Eng. Bull. 36(3): 4-12 (2013)
Conference and Workshop Papers
- 2020
- [c7]Mike Dreves, Gene Huang, Zhuo Peng, Neoklis Polyzotis, Evan Rosen, Paul Suganthan G. C.:
From Data to Models and Back. DEEM@SIGMOD 2020: 1:1-1:4 - [c6]Emily Caveness, Paul Suganthan G. C., Zhuo Peng, Neoklis Polyzotis, Sudip Roy, Martin Zinkevich:
TensorFlow Data Validation: Data Analysis and Validation in Continuous ML Pipelines. SIGMOD Conference 2020: 2793-2796 - 2019
- [c5]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:
Entity Matching Meets Data Science: A Progress Report from the Magellan Project. SIGMOD Conference 2019: 389-403 - 2018
- [c4]Han Li, Pradap Konda, Paul Suganthan G. C., AnHai Doan, Benjamin Snyder, Youngchoon Park, Ganesh Krishnan, Rohit Deep, Vijay Raghavendra:
MatchCatcher: A Debugger for Blocking in Entity Matching. EDBT 2018: 193-204 - 2017
- [c3]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:
Human-in-the-Loop Challenges for Entity Matching: A Midterm Report. HILDA@SIGMOD 2017: 12:1-12:6 - [c2]Sanjib Das, Paul Suganthan G. C., AnHai Doan, Jeffrey F. Naughton, Ganesh Krishnan, Rohit Deep, Esteban Arcaute, Vijay Raghavendra, Youngchoon Park:
Falcon: Scaling Up Hands-Off Crowdsourced Entity Matching to Build Cloud Services. SIGMOD Conference 2017: 1431-1446 - 2015
- [c1]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:
Why Big Data Industrial Systems Need Rules and What We Can Do About It. SIGMOD Conference 2015: 265-276
Informal and Other Publications
- 2022
- [i2]Zifan Liu, Evan Rosen, Paul Suganthan G. C.:
AutoSlicer: Scalable Automated Data Slicing for ML Model Analysis. CoRR abs/2212.09032 (2022) - 2017
- [i1]AnHai Doan, Adel Ardalan, Jeffrey R. Ballard, Sanjib Das, Yash Govind, Pradap Konda, Han Li, Erik Paulson, Paul Suganthan G. C., Haojun Zhang:
Toward a System Building Agenda for Data Integration. CoRR abs/1710.00027 (2017)
Coauthor Index
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