AALTD@PKDD/ECML

Keyphrases

Publications

2020

Anthony J. Bagnall, Michael Flynn, James Large, Jason Lines, Matthew Middlehurst
On the Usage and Performance of the Hierarchical Vote Collective of Transformation-Based Ensembles Version 1.0 (HIVE-COTE v1.0). AALTD@PKDD/ECML (2020)
Mozhdeh Ariannezhad, Sebastian Schelter, Maarten de Rijke
Demand Forecasting in the Presence of Privileged Information. AALTD@PKDD/ECML (2020)
Marcos L. P. Bueno, Arjen Hommersom, Peter J. F. Lucas
Temporal Exceptional Model Mining Using Dynamic Bayesian Networks. AALTD@PKDD/ECML (2020)
Mathieu Delsaut, Patrick Jeanty, Béatrice Morel, Dominique Gay
"J'veux du Soleil" Towards a Decade of Solar Irradiation Data (La Réunion Island, SW Indian Ocean). AALTD@PKDD/ECML (2020)
Bahavathy Kathirgamanathan, Pádraig Cunningham
A Feature Selection Method for Multi-dimension Time-Series Data. AALTD@PKDD/ECML (2020)
Carlos Salort Sánchez, Alexander Wieder, Paolo Sottovia, Stefano Bortoli, Jan Baumbach, Cristian Axenie
GANNSTER: Graph-Augmented Neural Network Spatio-Temporal Reasoner for Traffic Forecasting. AALTD@PKDD/ECML (2020)
James Fitzpatrick, Paula Carroll, Deepak Ajwani
Creating and Characterising Electricity Load Profiles of Residential Buildings. AALTD@PKDD/ECML (2020)
Michiel Dhont, Elena Tsiporkova, Tom Tourwé, Nicolás González-Deleito
Visual Analytics for Extracting Trends from Spatio-temporal Data. AALTD@PKDD/ECML (2020)
David Guijo-Rubio, Pedro Antonio Gutiérrez, Anthony J. Bagnall, César Hervás-Martínez
Ordinal Versus Nominal Time Series Classification. AALTD@PKDD/ECML (2020)
Tao Peng, Sana Sellami, Omar Boucelma
Trust Assessment on Streaming Data: A Real Time Predictive Approach. AALTD@PKDD/ECML (2020)
Yann Dauxais, Thomas Guyet
Generalized Chronicles for Temporal Sequence Classification. AALTD@PKDD/ECML (2020)
Luuk van de Wiel, Daniel M. van Es, A. J. Feelders
Real-Time Outlier Detection in Time Series Data of Water Sensors. AALTD@PKDD/ECML (2020)
Michiel Dhont, Elena Tsiporkova, Veselka Boeva
Layered Integration Approach for Multi-view Analysis of Temporal Data. AALTD@PKDD/ECML (2020)
Vivien Sainte Fare Garnot, Loïc Landrieu
Lightweight Temporal Self-attention for Classifying Satellite Images Time Series. AALTD@PKDD/ECML (2020)
Thu Trang Nguyen, Thach Le Nguyen, Georgiana Ifrim
A Model-Agnostic Approach to Quantifying the Informativeness of Explanation Methods for Time Series Classification. AALTD@PKDD/ECML (2020)

volume 12588, 2020

Advanced Analytics and Learning on Temporal Data - 5th ECML PKDD Workshop, AALTD 2020, Ghent, Belgium, September 18, 2020, Revised Selected Papers AALTD@PKDD/ECML 12588 (2020)

volume 11986, 2020

Advanced Analytics and Learning on Temporal Data - 4th ECML PKDD Workshop, AALTD 2019, Würzburg, Germany, September 20, 2019, Revised Selected Papers AALTD@PKDD/ECML 11986 (2020)

2019

2015

volume 1425, 2015

Proceedings of the 1st International Workshop on Advanced Analytics and Learning on Temporal Data, AALTD 2015, co-located with The European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD 2015), Porto, Portugal, September 11, 2015. AALTD@PKDD/ECML 1425 (2015)