A principled methodology for comparing relatedness measures for clustering publications.
Ludo WaltmanKevin W. BoyackGiovanni ColavizzaNees Jan van EckPublished in: ISSI (2017)
Keyphrases
- clustering algorithm
- k means
- clustering method
- evaluation methodology
- self organizing maps
- digital libraries
- co occurrence
- cluster analysis
- relatedness measure
- data sets
- quality measures
- evaluation metrics
- hierarchical clustering
- data clustering
- unsupervised learning
- information retrieval systems
- statistical methods
- outlier detection
- dissimilarity measure
- design methodology
- image segmentation
- text clustering
- proximity measures
- learning algorithm