A clustering solution for analyzing residential water consumption patterns

Advanced household profiling using digital water meters

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Machine Learning and Data Analytic Techniques in Digital Water Metering: A Review

(2020) Md Shamsur Rahim et al.   Water

Consumption Change Detection for Urban Planning: Monitoring and Segmenting Water Customers During Drought

(2020) Jose Bolorinos et al.   WATER RESOURCES RESEARCH

Beyond ‘Day Zero’: insights and lessons from Cape Town (South Africa)

(2019) G. Thomas LaVanchy et al.   HYDROGEOLOGY JOURNAL

Data Mining to Uncover Heterogeneous Water Use Behaviors From Smart Meter Data

(2019) A. Cominola et al.   WATER RESOURCES RESEARCH

Re-engineering traditional urban water management practices with smart metering and informatics

(2018) Khoi A. Nguyen et al.   ENVIRONMENTAL MODELLING & SOFTWARE

Digital metering feedback and changes in water consumption – A review

(2018) Ariane Liu et al.   RESOURCES CONSERVATION AND RECYCLING

A Mixed Strategy Based on Self-Organizing Map for Water Demand Pattern Profiling of Large-Size Smart Water Grid Data

(2018) Roberta Padulano et al.   WATER RESOURCES MANAGEMENT

Efficiency assessment of household water use

(2018) Paula Vieira et al.   Urban Water Journal

A review of clustering techniques and developments

(2017) Amit Saxena et al.   NEUROCOMPUTING

An incremental algorithm for discovering routine behaviours from smart meter data

(2016) Jin Wang et al.   KNOWLEDGE-BASED SYSTEMS

Principal component analysis: a review and recent developments

(2016) Ian T. Jolliffe et al.   PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES

Leveraging multiviews of trust and similarity to enhance clustering-based recommender systems

(2015) Guibing Guo et al.   KNOWLEDGE-BASED SYSTEMS

Aligning theory and measurement in behavioral models of water conservation

(2015) Bradley S. Jorgensen et al.   Water Policy

An autonomous and intelligent expert system for residential water end-use classification

(2013) Khoi Anh Nguyen et al.   EXPERT SYSTEMS WITH APPLICATIONS

Water use signature patterns for analyzing household consumption using medium resolution meter data

(2013) Rachel Cardell-Oliver   WATER RESOURCES RESEARCH

A few useful things to know about machine learning

(2012) Pedro Domingos   COMMUNICATIONS OF THE ACM

Shifting the timing of customer water consumption

(2012) Lon W. House et al.   JOURNAL AMERICAN WATER WORKS ASSOCIATION

Revealing the determinants of shower water end use consumption: enabling better targeted urban water conservation strategies

(2011) Anas A. Makki et al.   JOURNAL OF CLEANER PRODUCTION

End use water consumption in households: impact of socio-demographic factors and efficient devices

(2011) Rachelle M. Willis et al.   JOURNAL OF CLEANER PRODUCTION

Multivariate consumption profiling (MCP) for intelligent meter systems: a methodology to define categories and levels

(2011) J. L. Solanas et al.   Water Science and Technology-Water Supply

Alarming visual display monitors affecting shower end use water and energy conservation in Australian residential households

(2010) Rachelle M. Willis et al.   RESOURCES CONSERVATION AND RECYCLING

What is principal component analysis?

(2008) Markus Ringnér   NATURE BIOTECHNOLOGY