AALTD 2015
Advanced Analytics and Learning on Temporal Data

Table of Contents

• Preface
  
  
• Programme and Reviewing Committees
  
  
• Conference programme schedule
  
  

Invited paper

• Capturing Time-structures in Earth Observation Data with Gaussian Processes (abstract)
  Gustavo Camps-Valls

Regular papers

• Monitoring Short Term Changes of Malaria Incidence in Uganda with Gaussian Processes
  Ricardo Andrade Pacheco, Martin Mubangizi, John Quinn, Neil Lawrence
• Bag-of-Temporal-SIFT-Words for Time Series Classification
  Adeline Bailly, Simon Malinowski, Romain Tavenard, Thomas Guyet, Lætitia Chapel
• An Exploratory Analysis of Multiple Multivariate Time Series
  Lynne Billard, Ahlame Douzal-Chouakria, Seyed Yaser Samadi
• Symbolic Representation of Time Series: A Hierarchical Coclustering Formalization
  Alexis Bondu, Marc Boullé, Antoine Cornuéjols
• Temporal and Frequential Metric Learning for Time Series kNN Classification
  Cao-Tri Do, Ahlame Douzal-Chouakria, Sylvain Marié, Michèle Rombaut
• Coarse-DTW: Exploiting Sparsity in Gesture Time Series
  Marc Dupont, Pierre-François Marteau
• Preliminary Experimental Analysis of Reservoir Computing Approach for Balance Assessment
  Claudio Gallicchio, Alessio Micheli, Luca Pedrelli, Federico Vozzi, Oberdan Parodi
• Estimating Dynamic Graphical Models from Multivariate Time-series Data
  Alexander J. Gibberd, James D.B. Nelson
• Sequential Pattern Mining on Multimedia Data
  Corentin Hardy, Laurent Amsaleg, Guillaume Gravier, Simon Malinowski, René Quiniou
• Time Series Classification in Dissimilarity Spaces
  Brijnesh J. Jain, Stephan Spiegel
• Temporal Density Extrapolation
  Georg Krempl
• Fuzzy Clustering of Series Using Quantile Autocovariances
  Borja R. Lafuente-Rego, José A. Vilar
• Causality on Longitudinal Data: Stable Specification Search in Constrained Structural Equation Modeling
  Ridho Rahmadi, Perry Groot, Marianne Heins, Hans Knoop, Tom Heskes
• CourboSpark: Decision Tree for Time-series on Spark
  Christophe Salperwyck, Simon Maby, Jérôme Cubillé, Matthieu Lagacherie
• Anomaly Detection in Temporal Graph Data: An Iterative Tensor Decomposition and Masking Approach
  Anna Sapienza, André Panisson, Joseph Wu, Laetitia Gauvin, Ciro Cattuto
• Progressive and Iterative Approaches for Time Series Averaging
  Saeid Soheily-Khah, Ahlame Douzal-Chouakria, Eric Gaussier
• Classification Factored Gated Restricted Boltzmann Machine
  Ivan Sorokin