Risk assessment of water distribution networks through an integrated model based on machine learning and statistical methods

Learning With Kernels: Support Vector Machines, Regularization, Optimization, and Beyond

Christopher K. I. Williams · Journal of the American Statistical Association · 2003 · 4.3K citations

Computing, Computer Science, Data Science +12

Learning Bayesian Networks: The Combination of Knowledge and Statistical Data

David Heckerman, Dan Geiger, David M. Chickering · Machine Learning · 1995 · 3.2K citations · Full text

Natural Sciences, Computer Science, Mathematics +14

Learning Bayesian networks: The combination of knowledge and statistical data

David Heckerman, Dan Geiger, David M. Chickering · Machine Learning · 1995 · 2K citations · Full text

Natural Sciences, Computer Science, Mathematics +14

Risk assessment and management of excavation system based on fuzzy set theory and machine learning methods

Song-Shun Lin, Shui‐Long Shen, Annan Zhou et al. · Automation in Construction · 2020 · 261 citations

Engineering, Civil Engineering, Risk Management +14

Prediction of pipe failures in water supply networks using logistic regression and support vector classification

Alicia Robles‐Velasco, Pablo Cortés, Jesús Muñuzuri et al. · Reliability Engineering & System Safety · 2019 · 193 citations · Full text

Computing, Water Resources Management, Machine Learning +16