Temporal kernel descriptors for learning with time-sensitive patterns

• Main Authors: SAHOO, Doyen, SHARMA, Abhishek, HOI, Steven C. H., ZHAO, Peilin
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2016
• Subjects: Computer Sciences; Databases and Information Systems; Numerical Analysis and Scientific Computing
• Online Access: https://ink.library.smu.edu.sg/sis_research/3409; https://ink.library.smu.edu.sg/context/sis_research/article/4410/viewcontent/Temporalkerneldescriptorsforlearningwithtime_sensitivepatterns.pdf
• Institution: Singapore Management University

Detecting temporal patterns is one of the most prevalent challenges while mining data. Often, timestamps or information about when certain instances or events occurred can provide us with critical information to recognize temporal patterns. Unfortunately, most existing techniques are not able to ful...