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Understanding Data: Modelling, Prediction, Control, and Emerging Applications

This presentation by Randy Goebel explores the AICML vision of helping the world understand data to make informed decisions. It covers key research areas, including modelling, prediction, and control, and their applications in bioinformatics, interactive entertainment, and robotics. Additionally, the talk highlights emerging industry partnerships, such as those with Google and IBM, and showcases innovative demos and tools that enhance data comprehension. Join us to discover how we can leverage these technologies for better decision-making.

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Understanding Data: Modelling, Prediction, Control, and Emerging Applications

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Presentation Transcript

  1. Presenter: Randy Goebel Research Overview

  2. Overview • vision • modelling, prediction, control • bioinformatics, interactive entertainment, robotics • emerging partner applications • demos and tools • summary

  3. AICML Vision Vision:To help the world understand data, and make informed decisions. • understanding enabled by • modelling, • prediction, • control • decision making informed by • models • predictions • control policies

  4. Modelling, Prediction, Control Modelling Prediction Control

  5. Research Application Thrusts Model Control Predict Bioinformatics Interactive Entertainment Robotics Emerging Partner Applications Tools

  6. Emerging Partner Applications • Industry • Google/NRC (query refinement) • Google (Chinese compounds) • IBM (classification augmented retrieval) • net-linx (targeted advertising sales) • Red Engine/GoA (GIS clustering & analysis)

  7. Demos and Tools http://www.aicml.ca/research/demos

  8. Demos and Tools http://www.aicml.ca/research/demos

  9. Demos and Tools http://www.hmdb.ca/

  10. Summary • vision • modelling, prediction, control • bioinformatics, interactive entertainment, robotics • emerging partner applications • demos and tools

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