DMAKit: A user-friendly web platform for bringing state-of-the-art data analysis techniques to non-specific users

作者：

Highlights：

• We present a web tool for bringing first-level data analysis techniques to everyone.

• We included several state-of-the-art data mining, ML, and pattern recogn. algorithms

• The wide arrange of algorithms is easily executable through a friendly interface.

• The execution of different tasks does not compromise the resources of the user.

• Our web tool and Python library are freely available for its non-commercial use.

摘要

•We present a web tool for bringing first-level data analysis techniques to everyone.•We included several state-of-the-art data mining, ML, and pattern recogn. algorithms•The wide arrange of algorithms is easily executable through a friendly interface.•The execution of different tasks does not compromise the resources of the user.•Our web tool and Python library are freely available for its non-commercial use.

论文关键词：Machine learning,Data mining,Pattern recognition,Statistics,User-friendly web platform

论文评审过程：Received 4 May 2020, Revised 12 May 2020, Accepted 13 May 2020, Available online 16 May 2020, Version of Record 20 May 2020.

论文官网地址：https://doi.org/10.1016/j.is.2020.101557