Machine learning and BIM visualization for maintenance issue classification and enhanced data collection.
Jennifer McArthurNima ShahbaziRicky FokChristopher RaghubarBrandon BortoluzziAijun AnPublished in: Adv. Eng. Informatics (2018)
Keyphrases
- machine learning
- data collection
- pattern recognition
- machine learning methods
- data analysis
- supervised machine learning
- support vector machine
- decision trees
- machine learning algorithms
- classification systems
- text classification
- automatic classification
- model selection
- classification process
- feature selection
- classification accuracy
- supervised learning
- learning algorithm
- supervised classification
- feature space
- feature extraction
- preprocessing
- support vector
- support vector machine svm
- machine learning approaches
- statistical learning
- pattern classification
- learning tasks
- classification algorithm
- information extraction
- knowledge representation
- training set
- classification method
- class labels
- computer vision
- computational intelligence
- natural language processing
- rule learning
- interactive visualization
- data mining