Model Management - adeokar/adeokar.github.io GitHub Wiki

  • DeVisa - Data Mining Models Management System

    • DeVisa is a framework for unifying the expression of different prediction models using Web technologies. The prediction models are stored in a PMML repository providing the following functions:
      • Applying scoring algorithms on new instances via XQuery queries and/or Web Services
      • Uploading/downloading models by data mining applications
      • Applying XML specific queries (XQuery etc)
      • Composing the stored models via model selection of sequencing
  • See AMCIS 2015 paper "Enabling Self-Service BI through a Dimensional Model Management Warehouse" by Karen Corral et al.