Methods of design synthesis: moving from data to innovation.
Jon KolkoPublished in: CHI Extended Abstracts (2014)
Keyphrases
- data sets
- high dimensional data
- statistical methods
- data analysis
- data collection
- data sources
- database
- training data
- data representations
- data mining methods
- noisy data
- original data
- raw data
- data structure
- significant improvement
- image data
- neural network
- predictive model
- data reduction
- case study
- data mining techniques
- input data
- probability distribution
- large scale data sets
- data integrity
- small number
- historical data
- data mining
- machine learning
- data objects
- statistical analysis
- computational cost
- preprocessing
- missing values
- data distribution
- experimental data
- benchmark datasets
- computer systems
- design process