Bayesian Non-Exhaustive Classification A Case Study: Online Name Disambiguation using Temporal Record Streams.
Baichuan ZhangMurat DundarMohammad Al HasanPublished in: CIKM (2016)
Keyphrases
- online learning
- classification accuracy
- real time
- pattern recognition
- support vector machine
- pattern classification
- temporal databases
- spatio temporal
- temporal data
- automatic classification
- feature extraction
- classification scheme
- classification systems
- training set
- machine learning
- classification method
- supervised learning
- database
- class labels
- benchmark datasets
- spatial and temporal
- case study
- classification algorithm
- machine learning algorithms
- maximum likelihood
- bayesian networks
- cross validation
- decision rules
- semi supervised
- preprocessing
- classification models
- temporal constraints
- feature selection
- support vector
- video sequences
- bayesian methods
- web pages
- multivariate temporal data