Matrix Profile XIV: Scaling Time Series Motif Discovery with GPUs to Break a Quintillion Pairwise Comparisons a Day and Beyond.
Zachary ZimmermanKaveh KamgarNader Shakibay SenobariBrian CritesGareth J. FunningPhilip BriskEamonn J. KeoghPublished in: SoCC (2019)
Keyphrases
- motif discovery
- pairwise comparisons
- recurring patterns
- dna sequences
- data mining tasks
- pairwise comparison
- binding sites
- motif discovery algorithm
- preference learning
- biological sequences
- pattern discovery
- computational biology
- multiobjective optimization
- pairwise
- data mining algorithms
- preference relations
- biological networks
- active learning
- multi objective
- data mining
- fuzzy logic
- transcription factors
- knowledge discovery
- multi dimensional
- model selection
- similarity search
- feature extraction
- information retrieval
- gene expression