Ensemble learning activity scheduler for activity based travel demand models

Mohammad Hesam Hafezi; Naznin Sultana Daisy; Hugh Millward; Lei Liu

doi:10.1016/j.trc.2021.102972

Ensemble learning activity scheduler for activity based travel demand models

Mohammad Hesam Hafezi, Naznin Sultana Daisy, Hugh Millward, Lei Liu

Research output: Contribution to journal › Article › peer-review

Original language	English
Article number	102972
Journal	Transportation Research Part C: Emerging Technologies
Volume	123
DOIs	https://doi.org/10.1016/j.trc.2021.102972
Publication status	Published - Feb 2021
Externally published	Yes

ASJC Scopus Subject Areas

Transportation
Automotive Engineering
Civil and Structural Engineering
Management Science and Operations Research

Keywords

Activity scheduling
Activity-based models
Machine learning
Population cohorts
Travel demand

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10.1016/j.trc.2021.102972

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title = "Ensemble learning activity scheduler for activity based travel demand models",

keywords = "Activity scheduling, Activity-based models, Machine learning, Population cohorts, Travel demand",

author = "Hafezi, {Mohammad Hesam} and Daisy, {Naznin Sultana} and Hugh Millward and Lei Liu",

note = "Publisher Copyright: {\textcopyright} 2021 Elsevier Ltd",

year = "2021",

month = feb,

doi = "10.1016/j.trc.2021.102972",

language = "English",

volume = "123",

journal = "Transportation Research Part C: Emerging Technologies",

issn = "0968-090X",

publisher = "Elsevier Limited",

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TY - JOUR

T1 - Ensemble learning activity scheduler for activity based travel demand models

AU - Hafezi, Mohammad Hesam

AU - Daisy, Naznin Sultana

AU - Millward, Hugh

AU - Liu, Lei

PY - 2021/2

Y1 - 2021/2

KW - Activity scheduling

KW - Activity-based models

KW - Machine learning

KW - Population cohorts

KW - Travel demand

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DO - 10.1016/j.trc.2021.102972

M3 - Article

AN - SCOPUS:85100312499

SN - 0968-090X

VL - 123

JO - Transportation Research Part C: Emerging Technologies

JF - Transportation Research Part C: Emerging Technologies

M1 - 102972

ER -

Ensemble learning activity scheduler for activity based travel demand models

ASJC Scopus Subject Areas

Keywords

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