Generating Realistic Synthetic Population Datasets

Hao Wu, Yue Ning, Prithwish Chakraborty, Jilles Vreeken, Nikolaj Tatti, Naren Ramakrishnan

Research output: Contribution to journalArticleScientificpeer-review

Original languageEnglish
Article number45
JournalACM Transactions on Knowledge Discovery from Data
Volume12
Issue number4
Number of pages22
ISSN1556-4681
DOIs
Publication statusPublished - Jul 2018
Externally publishedYes
MoE publication typeA1 Journal article-refereed

Fields of Science

  • Multivariate categorical data
  • synthetic population
  • maximum entropy models
  • probabilistic modeling

Cite this

Wu, Hao ; Ning, Yue ; Chakraborty, Prithwish ; Vreeken, Jilles ; Tatti, Nikolaj ; Ramakrishnan, Naren. / Generating Realistic Synthetic Population Datasets. In: ACM Transactions on Knowledge Discovery from Data. 2018 ; Vol. 12, No. 4.
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author = "Hao Wu and Yue Ning and Prithwish Chakraborty and Jilles Vreeken and Nikolaj Tatti and Naren Ramakrishnan",
year = "2018",
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doi = "10.1145/3182383",
language = "English",
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Generating Realistic Synthetic Population Datasets. / Wu, Hao; Ning, Yue; Chakraborty, Prithwish; Vreeken, Jilles; Tatti, Nikolaj; Ramakrishnan, Naren.

In: ACM Transactions on Knowledge Discovery from Data, Vol. 12, No. 4, 45, 07.2018.

Research output: Contribution to journalArticleScientificpeer-review

TY - JOUR

T1 - Generating Realistic Synthetic Population Datasets

AU - Wu, Hao

AU - Ning, Yue

AU - Chakraborty, Prithwish

AU - Vreeken, Jilles

AU - Tatti, Nikolaj

AU - Ramakrishnan, Naren

PY - 2018/7

Y1 - 2018/7

KW - Multivariate categorical data

KW - synthetic population

KW - maximum entropy models

KW - probabilistic modeling

U2 - 10.1145/3182383

DO - 10.1145/3182383

M3 - Article

VL - 12

JO - ACM Transactions on Knowledge Discovery from Data

JF - ACM Transactions on Knowledge Discovery from Data

SN - 1556-4681

IS - 4

M1 - 45

ER -