Matrix Profile XIV: Scaling Time Series Motif Discovery with GPUs to Break a Quintillion Pairwise Comparisons a Day and Beyond.
Kaveh KamgarEamonn J. KeoghZachary ZimmermanNader Shakibay SenobariGareth J. FunningBrian CritesPhilip BriskPublished in: SoCC (2019)
Keyphrases
- dna sequences
- biological sequences
- preference relations
- data mining tasks
- biological networks
- binding sites
- recurring patterns
- machine learning
- preference learning
- gene expression
- multi objective
- pairwise comparison
- computational biology
- transcription factors
- artificial intelligence
- motif discovery algorithm
- data mining algorithms
- linear programming
- pairwise
- multiobjective optimization
- motif discovery
- pattern discovery
- information retrieval
- pairwise comparisons