A K-Motifs Discovery Approach for Large Time-Series Data Analysis.
Yupeng HuCun JiMing JingXueqing LiPublished in: APWeb (2) (2016)
Keyphrases
- motif discovery
- data analysis
- pattern discovery
- motif discovery algorithm
- recurring patterns
- data mining tasks
- motif finding
- dna sequences
- data mining
- knowledge discovery
- biological sequences
- temporal patterns
- binding sites
- data mining applications
- data mining algorithms
- rule discovery
- computational biology
- exploratory analysis
- data processing
- non stationary
- data visualization
- business intelligence
- machine learning
- data collection
- cluster analysis
- pattern mining
- biological data
- sequential patterns
- gene expression
- mdl principle
- moving average
- similarity measure
- pattern extraction
- temporal data
- data warehouse
- autoregressive
- rough set theory
- similarity search