Peak shape clustering reveals biological insights.
Marzia A. CremonaLaura M. SangalliSimone VantiniGaetano DellinoPier Giuseppe PelicciPiercesare SecchiLaura RivaPublished in: BMC Bioinform. (2015)
Keyphrases
- clustering algorithm
- arbitrary shape
- k means
- shape analysis
- hierarchical clustering
- clustering method
- information theoretic
- dissimilarity measure
- unsupervised learning
- shape descriptors
- biological systems
- shape representation
- shape recognition
- categorical data
- biological data
- graph theoretic
- gene expression data analysis
- shape features
- high dimensionality
- computer vision
- shape matching
- similarity function
- document clustering
- self organizing maps
- shape retrieval
- data mining
- shape modeling
- data sets