Pipe failure modelling for water distribution networks using boosted decision trees

A comprehensive criteria-based multi-attribute decision-making model for rehabilitation of water distribution systems

(2017) Sattar Salehi et al.   Structure and Infrastructure Engineering

Ensemble Decision Tree Models Using RUSBoost for Estimating Risk of Iron Failure in Drinking Water Distribution Systems

(2017) S. R. Mounce et al.   WATER RESOURCES MANAGEMENT

Pressure Standards in Water Distribution Systems: Reflection on Current Practice with Consideration of Some Unresolved Issues

(2016) Vali Ghorbanian et al.   JOURNAL OF WATER RESOURCES PLANNING AND MANAGEMENT

Stochastic data mining tools for pipe blockage failure prediction

(2016) Pedro Santos et al.   Urban Water Journal

Pressure Standards in Water Distribution Systems: Reflection on Current Practice with Consideration of Some Unresolved Issues

(2016) Vali Ghorbanian et al.   JOURNAL OF WATER RESOURCES PLANNING AND MANAGEMENT

Evaluating the role of deterioration models for condition assessment of sewers

(2015) Marius Møller Rokstad et al.   JOURNAL OF HYDROINFORMATICS

Enhancement of limited water supply network data for deterioration modelling and determination of rehabilitation rate

(2015) Franz Tscheikner-Gratl et al.   Structure and Infrastructure Engineering

Sewer asset management: impact of sample size and its characteristics on the calibration outcomes of a decision-making multivariate model

(2015) Mehdi Ahmadi et al.   Urban Water Journal

State-of-the-art review of water pipe failure prediction models and applicability to large-diameter mains

(2015) D. Wilson et al.   Urban Water Journal

Statistical failure models for water distribution pipes – A review from a unified perspective

(2015) Andreas Scheidegger et al.   WATER RESEARCH

Predicting the structural condition of individual sanitary sewer pipes with random forests

(2014) Robert Richard Harvey et al.   CANADIAN JOURNAL OF CIVIL ENGINEERING

Combining expert knowledge and local data for improved service life modeling of water supply networks

(2013) Lisa Scholten et al.   ENVIRONMENTAL MODELLING & SOFTWARE

Comparative Study of Three Stochastic Models for Prediction of Pipe Failures in Water Supply Systems

(2013) André Martins et al.   Journal of Infrastructure Systems

Decision Tree–Based Deterioration Model for Buried Wastewater Pipelines

(2012) Syadaruddin Syachrani et al.   JOURNAL OF PERFORMANCE OF CONSTRUCTED FACILITIES

Decision trees: a recent overview

(2011) S. B. Kotsiantis   ARTIFICIAL INTELLIGENCE REVIEW

Data acquisition and analysis for water main rehabilitation techniques

(2010) Khaled Shahata et al.   Structure and Infrastructure Engineering

Modeling the structural deterioration of urban drainage pipes: the state-of-the-art in statistical methods

(2010) E. V. Ana et al.   Urban Water Journal

RUSBoost: A Hybrid Approach to Alleviating Class Imbalance

(2009) Chris Seiffert et al.   IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART A-SYSTEMS AND HUMANS

State of the Art for Genetic Algorithms and Beyond in Water Resources Planning and Management

(2009) John Nicklow et al.   JOURNAL OF WATER RESOURCES PLANNING AND MANAGEMENT

Comparing risk of failure models in water supply networks using ROC curves

(2009) A. Debón et al.   RELIABILITY ENGINEERING & SYSTEM SAFETY

Life-cycle performance model based on homogeneous Markov processes

(2009) Goran Puz et al.   Structure and Infrastructure Engineering

A Neurofuzzy Decision Framework for the Management of Water Distribution Networks

(2009) Symeon Christodoulou et al.   WATER RESOURCES MANAGEMENT