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
