Scholarlink

This chapter introduces several available programming libraries and tools for building a predictive process monitoring system. It begins with auxiliary libraries for data preprocessing, implementing learning algorithms, and optimizing their hyperparameters, as well as libraries related to process mining in general. The chapter then illustrates the core programming libraries for predictive process monitoring, and finally presents tools with graphical user interfaces designed for non-programmer readers.

错误：搜索内容不能为空，请输入英文关键词
错误：关键词超出字数限制，请精简
高级检索

Tools and Libraries

  • 章节

  • 发表日期：

    2026年

查看全文
  • Chiara Di Francescomarino,
  • Ivan Donadello,
  • Fabrizio Maria Maggi

摘要

This chapter introduces several available programming libraries and tools for building a predictive process monitoring system. It begins with auxiliary libraries for data preprocessing, implementing learning algorithms, and optimizing their hyperparameters, as well as libraries related to process mining in general. The chapter then illustrates the core programming libraries for predictive process monitoring, and finally presents tools with graphical user interfaces designed for non-programmer readers.