Analyzing Domain Knowledge for Big Data Analysis: A Case Study with Urban Tree Type Classification.
Samantha DetorAbigail RohYiqun XieShashi ShekharPublished in: BDA (2019)
Keyphrases
- domain knowledge
- data analysis
- automatic classification
- machine learning
- classification accuracy
- classification scheme
- support vector
- pattern recognition
- pattern classification
- image classification
- decision trees
- text classification
- decision tree learning algorithm
- machine learning methods
- classification method
- support vector machine
- feature vectors
- data collection
- training samples
- machine learning algorithms
- benchmark datasets
- class labels
- tree structure
- classification algorithm
- decision tree classifiers
- big data
- preprocessing
- feature selection
- data sets
- data processing
- classification trees
- classification rules
- prior knowledge