Using Machine Learning to Assess the Risk of and Prevent Water Main Breaks.
Avishek KumarSyed Ali Asad RizviBenjamin BrooksR. Ali VanderveldKevin H. WilsonChad KenneySam EdelsteinAdria FinchAndrew MaxwellJoe ZuckerbraunRayid GhaniPublished in: KDD (2018)
Keyphrases
- machine learning
- pattern recognition
- main features
- machine learning methods
- data analysis
- high risk
- data mining
- decision making
- active learning
- computational intelligence
- natural language processing
- support vector machine
- inductive learning
- transfer learning
- machine learning algorithms
- knowledge acquisition
- data sets
- computer science
- computer vision
- text classification
- expert systems
- learning systems
- natural language
- decision trees
- learning tasks
- information systems
- risk management
- social networks
- supervised machine learning