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Found 52 publication records. Showing 52 according to the selection in the facets
| Hits ?▲ |
Authors |
Title |
Venue |
Year |
Link |
Author keywords |
| 1 | David Guijo-Rubio, Pedro Antonio Gutiérrez, Anthony J. Bagnall, César Hervás-Martínez |
Ordinal Versus Nominal Time Series Classification.  |
AALTD@PKDD/ECML  |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | 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 |
DBLP DOI BibTeX RDF |
|
| 1 | Yann Dauxais, Thomas Guyet |
Generalized Chronicles for Temporal Sequence Classification. |
AALTD@PKDD/ECML |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Vincent Lemaire 0001, Simon Malinowski, Anthony J. Bagnall, Alexis Bondu, Thomas Guyet, Romain Tavenard (eds.) |
Advanced Analytics and Learning on Temporal Data - 4th ECML PKDD Workshop, AALTD 2019, Würzburg, Germany, September 20, 2019, Revised Selected Papers |
AALTD@PKDD/ECML |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Vincent Lemaire 0001, Simon Malinowski, Anthony J. Bagnall, Thomas Guyet, Romain Tavenard, Georgiana Ifrim (eds.) |
Advanced Analytics and Learning on Temporal Data - 5th ECML PKDD Workshop, AALTD 2020, Ghent, Belgium, September 18, 2020, Revised Selected Papers |
AALTD@PKDD/ECML |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | James Fitzpatrick, Paula Carroll, Deepak Ajwani |
Creating and Characterising Electricity Load Profiles of Residential Buildings. |
AALTD@PKDD/ECML |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | 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 |
DBLP DOI BibTeX RDF |
|
| 1 | 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 |
DBLP DOI BibTeX RDF |
|
| 1 | Marcos L. P. Bueno, Arjen Hommersom, Peter J. F. Lucas |
Temporal Exceptional Model Mining Using Dynamic Bayesian Networks. |
AALTD@PKDD/ECML |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Bahavathy Kathirgamanathan, Pádraig Cunningham |
A Feature Selection Method for Multi-dimension Time-Series Data. |
AALTD@PKDD/ECML |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Vivien Sainte Fare Garnot, Loïc Landrieu |
Lightweight Temporal Self-attention for Classifying Satellite Images Time Series. |
AALTD@PKDD/ECML |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Mozhdeh Ariannezhad, Sebastian Schelter, Maarten de Rijke |
Demand Forecasting in the Presence of Privileged Information. |
AALTD@PKDD/ECML |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Michiel Dhont, Elena Tsiporkova, Tom Tourwé, Nicolás González-Deleito |
Visual Analytics for Extracting Trends from Spatio-temporal Data. |
AALTD@PKDD/ECML |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Tao Peng, Sana Sellami, Omar Boucelma |
Trust Assessment on Streaming Data: A Real Time Predictive Approach. |
AALTD@PKDD/ECML |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | 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 |
DBLP DOI BibTeX RDF |
|
| 1 | Michiel Dhont, Elena Tsiporkova, Veselka Boeva |
Layered Integration Approach for Multi-view Analysis of Temporal Data. |
AALTD@PKDD/ECML |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | 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 |
DBLP DOI BibTeX RDF |
|
| 1 | Bart J. van der Lugt, Ad Feelders |
Conditional Forecasting of Water Level Time Series with RNNs. |
AALTD@PKDD/ECML |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | Marieke Vinkenoog, Mart P. Janssen, Matthijs van Leeuwen |
Challenges and Limitations in Clustering Blood Donor Hemoglobin Trajectories. |
AALTD@PKDD/ECML |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | Maël Guillemé, Simon Malinowski, Romain Tavenard, Xavier Renard |
Localized Random Shapelets. |
AALTD@PKDD/ECML |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | Clément Christophe, Julien Velcin, Jairo Cugliari, Philippe Suignard, Manel Boumghar |
How to Detect Novelty in Textual Data Streams? A Comparative Study of Existing Methods. |
AALTD@PKDD/ECML |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | Kriti Kumar, Angshul Majumdar, M. Girish Chandra, Achanna Anil Kumar |
Transform Learning Based Function Approximation for Regression and Forecasting. |
AALTD@PKDD/ECML |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | Christopher M. A. Bonenberger, Benjamin Kathan, Wolfgang Ertel |
Feature-Based Gait Pattern Classification for a Robotic Walking Frame. |
AALTD@PKDD/ECML |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | Katarzyna Juraszek, Nidhi Saini, Marcela Charfuelan, Holmer Hemsen, Volker Markl |
Extended Kalman Filter for Large Scale Vessels Trajectory Tracking in Distributed Stream Processing Systems. |
AALTD@PKDD/ECML |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | Harjit Hullait, David S. Leslie, Nicos G. Pavlidis, Steve King 0003 |
Robust Functional Regression for Outlier Detection. |
AALTD@PKDD/ECML |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | Daniel Shen, Min Chi |
An Initial Study on Adapting DTW at Individual Query for Electrocardiogram Analysis. |
AALTD@PKDD/ECML |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | Edouard Pineau, Sébastien Razakarivony, Thomas Bonald |
Seq2VAR: Multivariate Time Series Representation with Relational Neural Networks and Linear Autoregressive Model. |
AALTD@PKDD/ECML |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | Vincent Lemaire 0001, Fabien Boitier, Jelena Pesic, Alexis Bondu, Stéphane Ragot, Fabrice Clérot |
Proactive Fiber Break Detection Based on Quaternion Time Series and Automatic Variable Selection from Relational Data. |
AALTD@PKDD/ECML |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | Yildiz Karadayi |
Unsupervised Anomaly Detection in Multivariate Spatio-Temporal Datasets Using Deep Learning. |
AALTD@PKDD/ECML |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | Tom Puech, Matthieu Boussard, Anthony D'Amato, Gaëtan Millerand |
A Fully Automated Periodicity Detection in Time Series. |
AALTD@PKDD/ECML |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | Mohammad Al-Naser, Takehiro Niikura, Sheraz Ahmed, Hiroki Ohashi, Takuto Sato, Mitsuhiro Okada, Katsuyuki Nakamura, Andreas Dengel 0001 |
Quantifying Quality of Actions Using Wearable Sensor. |
AALTD@PKDD/ECML |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | Kezi Yu, Yunlong Wang 0001, Yong Cai |
Modelling Patient Sequences for Rare Disease Detection with Semi-supervised Generative Adversarial Nets. |
AALTD@PKDD/ECML |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | Harish S. Bhat, Shagun Rawat |
Learning Stochastic Dynamical Systems via Bridge Sampling. |
AALTD@PKDD/ECML |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | Alexis Bondu, Marc Boullé, Antoine Cornuéjols |
Symbolic Representation of Time Series: A Hierarchical Coclustering Formalization. |
AALTD@PKDD/ECML |
2015 |
DBLP BibTeX RDF |
|
| 1 | Alexander J. Gibberd, James D. B. Nelson |
Estimating Dynamic Graphical Models from Multivariate Time-series Data. |
AALTD@PKDD/ECML |
2015 |
DBLP BibTeX RDF |
|
| 1 | Adeline Bailly, Simon Malinowski, Romain Tavenard, Thomas Guyet, Lætitia Chapel |
Bag-of-Temporal-SIFT-Words for Time Series Classification. |
AALTD@PKDD/ECML |
2015 |
DBLP BibTeX RDF |
|
| 1 | Marc Dupont, Pierre-François Marteau |
Coarse-DTW: Exploiting Sparsity in Gesture Time Series. |
AALTD@PKDD/ECML |
2015 |
DBLP BibTeX RDF |
|
| 1 | Corentin Hardy, Laurent Amsaleg, Guillaume Gravier, Simon Malinowski, René Quiniou |
Sequential Pattern Mining on Multimedia Data. |
AALTD@PKDD/ECML |
2015 |
DBLP BibTeX RDF |
|
| 1 | Ridho Rahmadi, Perry Groot, Marianne Heins, Hans Knoop, Tom Heskes |
Causality on Longitudinal Data: Stable Specification Search in Constrained Structural Equation Modeling. |
AALTD@PKDD/ECML |
2015 |
DBLP BibTeX RDF |
|
| 1 | Borja R. Lafuente-Rego, José Antonio Vilar |
Fuzzy Clustering of Series Using Quantile Autocovariances. |
AALTD@PKDD/ECML |
2015 |
DBLP BibTeX RDF |
|
| 1 | Christophe Salperwyck, Simon Maby, Jérôme Cubillé, Matthieu Lagacherie |
CourboSpark: Decision Tree for Time-series on Spark. |
AALTD@PKDD/ECML |
2015 |
DBLP BibTeX RDF |
|
| 1 | Ivan Sorokin |
Classification Factored Gated Restricted Boltzmann Machine. |
AALTD@PKDD/ECML |
2015 |
DBLP BibTeX RDF |
|
| 1 | Saeid Soheily-Khah, Ahlame Douzal Chouakria, Éric Gaussier |
Progressive and Iterative Approaches for Time Series Averaging. |
AALTD@PKDD/ECML |
2015 |
DBLP BibTeX RDF |
|
| 1 | Ricardo Andrade Pacheco, Martin Gordon Mubangizi, John A. Quinn, Neil D. Lawrence |
Monitoring Short Term Changes of Malaria Incidence in Uganda with Gaussian Processes. |
AALTD@PKDD/ECML |
2015 |
DBLP BibTeX RDF |
|
| 1 | Georg Krempl |
Temporal Density Extrapolation. |
AALTD@PKDD/ECML |
2015 |
DBLP BibTeX RDF |
|
| 1 | Cao-Tri Do, Ahlame Douzal Chouakria, Sylvain Marié, Michèle Rombaut |
Temporal and Frequential Metric Learning for Time Series kNN Classification. |
AALTD@PKDD/ECML |
2015 |
DBLP BibTeX RDF |
|
| 1 | Brijnesh J. Jain, Stephan Spiegel |
Time Series Classification in Dissimilarity Spaces. |
AALTD@PKDD/ECML |
2015 |
DBLP BibTeX RDF |
|
| 1 | Anna Sapienza, André Panisson, Joseph Wu, Laetitia Gauvin, Ciro Cattuto |
Anomaly Detection in Temporal Graph Data: An Iterative Tensor Decomposition and Masking Approach. |
AALTD@PKDD/ECML |
2015 |
DBLP BibTeX RDF |
|
| 1 | Lynne Billard, Ahlame Douzal Chouakria, Seyed Yaser Samadi |
An Exploratory Analysis of Multiple Multivariate Time Series. |
AALTD@PKDD/ECML |
2015 |
DBLP BibTeX RDF |
|
| 1 | Ahlame Douzal Chouakria, José A. Vilar Fernández, Pierre-François Marteau, Elizabeth Ann Maharaj, Andrés M. Alonso Fernández, Edoardo Otranto, Maria-Irina Nicolae (eds.) |
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 |
2015 |
DBLP BibTeX RDF |
|
| 1 | Gustavo Camps-Valls |
Capturing Time-structures in Earth Observation Data with Gaussian Processes (abstract). |
AALTD@PKDD/ECML |
2015 |
DBLP BibTeX RDF |
|
| 1 | Claudio Gallicchio, Alessio Micheli, Luca Pedrelli, Federico Vozzi, Oberdan Parodi |
Preliminary Experimental Analysis of Reservoir Computing Approach for Balance Assessment. |
AALTD@PKDD/ECML |
2015 |
DBLP BibTeX RDF |
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