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Household Classification Using Smart Meter Data Cover

Household Classification Using Smart Meter Data

Journal of Official Statistics
Volume 34 (2018): Issue 1 (March 2018)
By: Paula Carroll,  Tadhg Murphy,  Michael Hanley,  Daniel Dempsey and  John Dunne  
Open Access
|Mar 2018

Authors

Paula Carroll

paula.carroll@ucd.ie

Centre for Business Analytics, School of Business, University College Dublin, Belfield, Dublin 4,, Dublin, Ireland

Tadhg Murphy

tadhg.murphy.1@ucdconnect.ie

Centre for Business Analytics, School of Business, University College Dublin, Belfield, Dublin 4,, Dublin, Ireland

Michael Hanley

michael.hanley@ucdconnect.ie

Centre for Business Analytics, School of Business, University College Dublin, Belfield, Dublin 4,, Dublin, Ireland

Daniel Dempsey

daniel.dempsey@ucdconnect.ie

Centre for Business Analytics, School of Business, University College Dublin, Belfield, Dublin 4,, Dublin, Ireland

John Dunne

john.dunne@cso.ie

Central Statistics Office, Skehard Road, Mahon,, Cork, Ireland
DOI: https://doi.org/10.1515/jos-2018-0001 | Journal eISSN: 2001-7367
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Language: English
Page range: 1 - 25
Submitted on: May 1, 2015
|
Accepted on: Sep 1, 2017
|
Published on: Mar 1, 2018
Published by: Sciendo
In partnership with: Paradigm Publishing Services
Publication frequency: 4 issues per year
Keywords:
Neural network,
elastic net logistic regression,
classification system,
household composition,
smart meter data
Related subjects:
Mathematics,
Probability and statistics

© 2018 Paula Carroll, Tadhg Murphy, Michael Hanley, Daniel Dempsey, John Dunne, published by Sciendo
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 License.

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