Data Mining WP400

Tasks (to be) enabled by the WP

• Dimensionality Reduction and Feature Extraction
• Training set definition
• Model inference/Training [supervised classification/regression]
• Prediction [supervised clasification/regression]
• Model inference [unsupervised classification]
• Model evaluation
• Advanced Topics

Discussion forums

• Infrastructure for Distributed Data Mining
• Selection of techniques/algorithms to be enabled for the Data Mining tasks
• Official Policy on privacy of models/training sets

Meeting minutes

• Minutes Madrid February 2014
• Minutes Vienna July 8th 2014
• Minutes Madrid September 2014
• Agenda, ESAC 27th October 2014
• Minutes Madrid December 2014
• Minutes Telecon March 3rd 2015
• WP400 Data Mining meeting - 14th-15th May 2015
  • Agenda and participants
  • WP members ESAC meeting notes, 14th-15th May 2015

Use cases - development

• Dimensionality Reduction, PCA
• Spark local setup

TASKS

• WP-000 COORDINATION, coordinated by UB
• WP-100 INFRASTRUCTURE, coordinated by UB, participation of CSUC & CSG/SAT
  • WP-110 Hardware Infrastructure
  • WP-120 Big data framework
  • WP-130 Job scheduler
  • WP-140 Execution environments (test/debug)
  • WP-150 User Interface
  • WP-160 Data Source/ Data Lake
• WP-200 USER PROFILE DEFINITION, cordinated by Luis Sarro
• WP-300 EXECUTION POLICIES, cordinated by UB, validated/agreed with CSG & SAT
• WP-400 VISUALIZATION INTERFACE, cordinated by Univ. Coruña
• WP-500 GRAND CHALLENGES, cordinated by Luis Sarro
• WP-600 FEATURES, cordinated by Luis Sarro
• WP-700 SCHOOLS & WORKSHOPS, cordinated by UB

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