Accepted papers

You can find on this page the article accepted for AALTD 2020 (acceptance rate: 32% for oral presentation, 64% for poster presentation).
All articles can be downloaded following the PDF link.

Oral Presentation

  • Anthony Bagnall, Michael Flynn, James Large, Jason Lines and Matthew Middlehurst. On the Usage and Performance of The Hierarchical Vote Collective of Transformation-based Ensembles version 1.0 (HIVE-COTE v1.0) PDF
  • David Guijo-Rubio, Pedro Antonio Gutiérrez, Anthony Bagnall and César Hervás-Martínez. Ordinal versus nominal time series classification PDF
  • Mozhdeh Ariannezhad, Sebastian Schelter and Maarten de Rijke. Demand Forecasting in the Presence of Privileged Information PDF
  • Emmanuelle Claeys, Pierre Gancarski, Myriam Maumy and Hubert Wassner. Evolving data as a context to improve A/B-Tests PDF
  • Edouard Pineau, Sébastien Razakarivony and Thomas Bonald. Multivariate time series unsupervised representation on a causality graph PDF
  • Yichang Wang, Rémi Emonet, Elisa Fromont, Simon Malinowski and Romain Tavenard. Adversarial Regularization for Explainable-by-Design Time Series Classification PDF
  • Carlos Salort Sanchez, Alexander Wieder, Paolo Sottovia, Stefano Bortoli, Jan Baumbach and Cristian Axenie. GANNSTER: Graph-Augmented Neural Network Spatio-Temporal Reasoner for Traffic Forecasting PDF
  • Thu Trang Nguyen, Thach Le Nguyen and Georgiana Ifrim. A Model-Agnostic Approach to Quantifying the Informativeness of Explanation Methods for Time Series Classification PDF
  • Yann Dauxais and Thomas Guyet. Generalized chronicles for temporal sequence classification PDF

Poster Presentation

  • Marcos L. P. Bueno, Arjen Hommersom and Peter Lucas. Temporal Exceptional Model Mining using Dynamic Bayesian Networks PDF
  • Mathieu Delsaut, Patrick Jeanty, Béatrice Morel and Dominique Gay. “J’veux du soleil”: Towards a decade of solar irradiation data (La Réunion Island, SW Indian Ocean) PDF
  • Michiel Dhont, Elena Tsiporkova, Tom Tourwé and Nicolás González-Deleito. Visual Analytics for Extracting Trends from Spatio-Temporal Data PDF
  • Michiel Dhont, Elena Tsiporkova and Veselka Boeva. Layered Integration Approach for Multi-view Analysis of Temporal Data PDF
  • Bahavathy Kathirgamanathan and Padraig Cunningham. A Feature Selection Method for Multi-Dimension Time-Series Data PDF
  • Luuk van de Wiel, Daan van Es and Ad Feelders. Real-Time Outlier Detection in Time Series Data of Water Sensors PDF
  • Vivien Sainte Fare Garnot and Loic Landrieu. Lightweight Temporal Self-Attention for Classifying Satellite Images Time Series PDF
  • James Fitzpatrick, Paula Carroll and Deepak Ajwani. Creating and Characterising Electricity Load Profiles of Residential Buildings PDF
  • Tao Peng, Sana Sellami and Omar Boucelma. Trust Assessment on Streaming Data: a Real Time Predictive Approach PDF

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