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SNA:FU: Using AI to become the 21st century record label

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Page 1: SNAFU AI pres draft - wasp-sweden.orgwasp-sweden.org/custom/uploads/2018/03/3.7-Desai.pdf · Shawn Mendes - Stitches Top-IO in 86 countries Potential Identified: Mid-Aug 2015 First

SNA:FU:Using AI to become the 21st century

record label

Page 2: SNAFU AI pres draft - wasp-sweden.orgwasp-sweden.org/custom/uploads/2018/03/3.7-Desai.pdf · Shawn Mendes - Stitches Top-IO in 86 countries Potential Identified: Mid-Aug 2015 First

- What AI techniques and technologies are you using?

Our previous work

Page 3: SNAFU AI pres draft - wasp-sweden.orgwasp-sweden.org/custom/uploads/2018/03/3.7-Desai.pdf · Shawn Mendes - Stitches Top-IO in 86 countries Potential Identified: Mid-Aug 2015 First

Cases / success stories

- What AI techniques and technologies are you using?

Page 4: SNAFU AI pres draft - wasp-sweden.orgwasp-sweden.org/custom/uploads/2018/03/3.7-Desai.pdf · Shawn Mendes - Stitches Top-IO in 86 countries Potential Identified: Mid-Aug 2015 First

How we work today - using logistic regression, random forests, and SVMs to

predict hits.

(Artist names hidden)

Page 5: SNAFU AI pres draft - wasp-sweden.orgwasp-sweden.org/custom/uploads/2018/03/3.7-Desai.pdf · Shawn Mendes - Stitches Top-IO in 86 countries Potential Identified: Mid-Aug 2015 First

Future challenges”The Song Doctor” - using AI to predict

a hit before it’s even released

- For what applications?

Page 6: SNAFU AI pres draft - wasp-sweden.orgwasp-sweden.org/custom/uploads/2018/03/3.7-Desai.pdf · Shawn Mendes - Stitches Top-IO in 86 countries Potential Identified: Mid-Aug 2015 First

Approach- Clustering?

- Deep learning? - GANs?

- What challenges and needs do you foresee for the future?

TECHNOLOGY FORESIGHT 2018 - wasp-sweden.org

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Continuous Integration, Delivery, Deployment, and DevOpswasp-sweden.org/custom/uploads/2017/04/L2.6_Knauss... · Continuous Integration, Delivery, Deployment, and DevOps ... –In

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Johan Tordsson Department of Computing Sciencewasp-sweden.org/custom/uploads/2017/01/Tordsson-Autonomic... · Johan Tordsson Department of Computing Science ... of developing fault-tolerance

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