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Browse "EE-Journal Papers(저널논문)" by Author Whang, Steven Euijong

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Showing results 1 to 14 of 14

1	A Survey on Data Collection for Machine Learning: a Big Data - AI Integration Perspective Roh, Yuji; Heo, Geon; Whang, Steven Euijong, IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, v.33, no.4, pp.1328 - 1347, 2021-04
2	Automated Data Slicing for Model Validation: A Big data - AI Integration Approach Chung, Yeounoh; Kraska, Tim; Polyzotis, Neoklis; Tae, Ki Hyun; Whang, Steven Euijong, IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, v.32, no.12, pp.2284 - 2296, 2020-12
3	Data Collection and Quality Challenges for Deep Learning Whang, Steven Euijong; Lee, Jae-Gil, PROCEEDINGS OF THE VLDB ENDOWMENT, v.13, no.12, pp.3429 - 3432, 2020-08
4	Data Collection and Quality Challenges in Deep Learning: A Data-Centric AI Perspective Whang, Steven Euijong; Roh, Yuji; Song, Hwanjun; Lee, Jae-Gil, VLDB JOURNAL, v.32, no.4, pp.791 - 813, 2023-07
5	Data Lifecycle Challenges in Production Machine Learning: A Survey Polyzotis, Neoklis; Roy, Sudip; Whang, Steven Euijong; Zinkevich, Martin, SIGMOD RECORD, v.47, no.2, pp.17 - 28, 2018-06
6	Developments in Generic Entity Resolution Whang, Steven Euijong; Garcia-Molina, Hector, IEEE Data Engineering Bulletin, v.34, no.3, pp.51 - 59, 2011-09
7	Falcon: Fair Active Learning using Multi-armed Bandits Tae, Ki Hyun; Zhang, Hantian; Park, Jaeyoung; Rong, Kexin; Whang, Steven Euijong, PROCEEDINGS OF THE VLDB ENDOWMENT, v.17, no.5, pp.952 - 965, 2024-01
8	Generic entity resolution with negative rules Whang, Steven Euijong; Benjelloun, Omar; Garcia-Molina, Hector, VLDB JOURNAL, v.18, no.6, pp.1261 - 1277, 2009-12
9	Incremental entity resolution on rules and data Whang, Steven Euijong; Garcia-Molina, Hector, VLDB JOURNAL, v.23, no.1, pp.77 - 102, 2014-02
10	Joint entity resolution on multiple datasets Whang, Steven Euijong; Garcia-Molina, Hector, VLDB JOURNAL, v.22, no.6, pp.773 - 795, 2013-12
11	Managing Google’s data lake: an overview of the Goods system Halevy, Alon; Korn, Flip; Noy, Natalya F.; Olston, Christopher; Polyzotis, Neoklis; Roy, Sudip; Whang, Steven Euijong, IEEE Data Engineering Bulletin, v.39, no.3, pp.5 - 14, 2016-09
12	Pay-As-You-Go Entity Resolution Whang, Steven Euijong; Marmaros, David; Garcia-Molina, Hector, IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, v.25, no.5, pp.1111 - 1124, 2013-05
13	Responsible AI Challenges in End-to-end Machine Learning Whang, Steven Euijong; Tae, Ki Hyun; Roh, Yuji; Heo, Geon, The Bulletin of the Technical Committee on Data Engineering, v.44, no.1, pp.79 - 91, 2021-03
14	Swoosh: a generic approach to entity resolution Benjelloun, Omar; Garcia-Molina, Hector; Menestrina, David; Su, Qi; Whang, Steven Euijong; Widom, Jennifer, VLDB JOURNAL, v.18, no.1, pp.255 - 276, 2009-01

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