Functional Data for Cluster Analysis

Lists of open-access functional datasets from different fields of application. We only collect data that can be used for cluster analysis. The main objective is to facilitate comparing with existing clustering methods (for functional data) and evaluating new clustering methods. A recent comprehensive review of clustering methods for functional data is available here.

For datasets that need further processing on the linked data, a copy of them can be found in the Data folder. (This ongoing project is a bit slow, due to other commitments of the contributor.)

One-dimensional Functional Data

Name	Available at	Field	Task	Size	Length	Missing Value
ARC_Mobile	Publisher	Health	Clustering	125	30/40	Yes
BTH_PM25	Publisher	Environment	Clustering	73	48	Yes
China_PM25	Publisher	Environment	Clustering	338	731	Yes
ECG200	UEA & UCR Time Series Classification Repository	ECG	Classification	200	96	No
FaceFour	UEA & UCR Time Series Classification Repository	Image	Classification	112	350	No
Flour	R (cfda)	Food	Classification	115	241	No
Phoneme	e-Book (ElemStatLearn)	Speech	Classification	4K+	256	No
Tecator	CMU StatLib	Food	Classification	240	100	No
...	...	...	...	...	...	...

Multi-dimensional Functional Data

Name	Available at	Field	Task	Size	Length	Dimension
ECG_Arrhythmia	Publisher	ECG	Classification	10K+	5000	12
EEG_Full	UCI Machine Learning Repository	EEG	Classification	122	256	64
UWaveGestureLibrary	UEA & UCR Time Series Classification Repository	Gesture	Classification	4K+	315	3
...	...	...	...	...	...	...
...	...	...	...	...	...	...

We list below a few popular repositories, where you can find more functional datasets for cluster analysis.

• PhysioNet
• National Centers for Environmental Information
• ESS-DIVE
• ...
• ...