(INTERNAL MEMBERS ONLY) 4th SmartData@PoliTO Workshop

The 4th Workshop of the SmartData@PoliTO Interdepartmental Center will be held on February 27th and 28th, 2019 in Turin at Politecnico di Torino.

The workshop consists of two parts:
– an internal session on Wednesday 27th afternoon and Thursday 28th morning, reserved to internal members
– an open public session for everybody on Thursday 28th afternoon (please refer to the specific page of the public event)

Agenda

Wednesday, February 27th

Location: Maxwell Conference Room

14.30 – WELCOME AND INTRODUCTION Elena Baralis – session chair

14.50 – 16.30

  • Keynote: Paolo Neirotti / “From Big Data to knowledge, an absorptive capacity perspective on how organizational antecedents matter”
  • Alessandro Destefanis / Estimating the impacts of Airbnb on the hotel industry: direct effects on performance and the role of key moderators
  • Francesca Soro / Are Darknets All The Same? On Darknet Visibility for Security Monitoring
  • Moreno La Quatra / Dealing with Embeddings and Latent Spaces in data analytics scenarios
  • Giuseppe Attanasio / Associative Classification for Quantitative Stock Trading
  • Marilisa Montemurro / Single-cell DNA Sequencing Data: Towards a Platform for Integrated Analysis

16.30 – 16.50 COFFEE BREAK

16.50 – 18.15

  • Keynote: Tatiana Tommasi / “Life-Long Learning for Intelligent Systems”
  • Nicola Prette / Video Compression with Neural Networks
  • Vittorio Mazzia / Deep learning models for pattern recognition of ultrasonic cluster sensors waves
  • Antonio Mastropietro / Layer-wise Relevance Propagation for a Segmentation CNN
  • Marco Guerra / Statistical and computational aspects of Minimal and Loose Homological Scaffolds

18.15 – CLOSING Elena Baralis / Marco Mellia

19.00 – Dinner for registered members

Thursday, February 28th

Location: Maxwell Conference Room

9.30 – WELCOME Marco Mellia – session chair

9.45 – 11.00

  • Indaco Biazzo / Universal scores for accessibility and inequalities in urban areas
  • Giulia Fracastoro / Image Denoising with Graph-convolutional Neural Networks
  • Matteo Testa / AuthNet: Biometric Authentication through Adversarial Learning

11.00 – 11.20 COFFEE BREAK

11.20 – 13.00

13.00 – CLOSING Marco Mellia

13.05 – LUNCH

From 14.00 – Workshop open to public (find the complete program here) in Aula Magna

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