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Related articles - SoA

 Responsable: Delia MitreaTamas

Some articles within this domain: 

  1. Innovative Design and Analysis of Production Systems by Multi-objective Optimization and Data Mining
  2. DATA MINING IN DESIGN OF PRODUCTS AND PRODUCTION SYSTEMS
  3. Data Mining-driven Manufacturing Process Optimization
  4. Towards Industry 4.0 Utilizing Data-Mining Techniques: A Case Study on Quality Improvement
  5. A Manufacturing Big Data Solution for Active Preventive Maintenance
  6. Big Data in Product Lifecycle Management
  7. A PLM-based data analytics approach for improving product development lead time in an engineer-to-order manufacturing firm
  8. Data Mining and Visualization
  9. Sleep Quality Prediction from Wearable Data using Deep Learning
  10. Data Mining in Robotics (D. Mitrea, Power-Point Presentation, survey)

      

Some tool for DM:

  1. https://www.predictiveanalyticstoday.com/apriso-warehouse-management/
  2. https://www.predictiveanalyticstoday.com/top-data-analysis-software/
  3. https://statisticasoftware.wordpress.com/tag/manufacturing-execution-systems-mes/
  4. http://www.cs.waikato.ac.nz/ml/weka/

  5.  https://www.ibm.com/analytics/us/en/technology/spss/

 

Misc:

  1. https://www.slideshare.net/HadoopSummit/7-predictive-analytics-spark-streaming-use-cases?next_slideshow=1
  2. http://mfg.rethinkrobotics.com/wiki/Preventative_Maintenance