Detailed program

AALTD’16 will take place on September 19, 2016 in Riva Del Garda Congress Center (room 1000B, see ECML/PKDD website for more details).

Workshop electronic proceedings can be accessed here.

The program of the workshop is as follows:

  • Session I (9:00 am – 10:40 am)
    • 9:00 am – 9:20 am: Welcome speech by workshop chairs
    • 9:20 am – 9:40 am: Transfer Learning for Time Series Classification in Dissimilarity Spaces
    • 9:40 am – 10:00 am: Missing Data Prediction in Multi-source Time Series with Sensor Network Regularization
    • 10:00 am – 10:20 am: A time series two-sample test based on comparing distributions of pairwise distances
    • 10:20 am – 10:40 am: Scaling up Vector Autoregressive Models With Operator-Valued Random Fourier Features
  • Coffee break (10:40 am –  11:00 am)
  • Session II (11:00 am – 12:40 pm)
    • 11:00 am – 11:40 am:  Invited talk by Tony Bagnall
    • 11:40 am – 12:00 pm: EAST representation: fast discovery of discriminant temporal patterns from time series
    • 12:00 pm – 12:20 pm: Discovering relationships in climate-vegetation dynamics using satellite data
    • 12:20 pm – 12:40 pm: Progressive Temporal Window Widening
  • Lunch break (12:40 pm – 2:20 pm)
  • Session III (2:20 pm – 4:00 pm)
    • 2:20 pm – 3:00 pm: Invited talk by Marco Cuturi
    • 3:00 pm – 3:20 pm: Recurrent Neural Networks for Modeling Company-Product Time Series
    • 3:20 pm – 3:40 pm: Data Augmentation for Time Series Classification using Convolutional Neural Networks
    • 3:40 pm – 4:00 pm: Node Classification in Dynamic Social Networks
  • Coffee break (4:00 pm – 4:20 pm)
  • Challenge Session (4:20 pm – 6:00 pm)
    • 4:20 pm – 4:40 pm: Presentation of the challenge
    • 4:40 pm – 5:00 pm: Assessing pattern recognition or labeling in streams of temporal data (Task 2 evaluation)
    • 4:40 pm – 6:00 pm: Presentation of competing methods by their authors

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