University of Athens Athens, Greecedimkots@di.uoa.gr
Evanston, IL Northwestern Universitygoce@eecs.northwestern.edu
University of Athens Athens, Greecedg@di.uoa.gr
Charu C. Aggarwal
IBM T. J. Watson Research Center Yorktown Heights, NYcharu@us.ibm.com
Time-series data is one of the most common forms of data encountered in a wide variety of scenarios such as the stock markets, sensor data, fault monitoring, machine state monitoring, environmental applications, or medical data. The problem of clustering finds numerous applications in the time-series domain, such as the determination of groups of entities with similar trends. Time-series ...