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ORCID4th AALTD 2019: Würzburg, Germany
- Vincent Lemaire
, Simon Malinowski, Anthony J. Bagnall, Alexis Bondu, Thomas Guyet, Romain Tavenard:
Advanced Analytics and Learning on Temporal Data - 4th ECML PKDD Workshop, AALTD 2019, Würzburg, Germany, September 20, 2019, Revised Selected Papers. Lecture Notes in Computer Science 11986, Springer 2020, ISBN 978-3-030-39097-6
Oral Presentation
- Harjit Hullait, David S. Leslie, Nicos G. Pavlidis, Steve King:
Robust Functional Regression for Outlier Detection. 3-13 - Kriti Kumar, Angshul Majumdar, M. Girish Chandra, Achanna Anil Kumar:
Transform Learning Based Function Approximation for Regression and Forecasting. 14-25 - Vincent Lemaire, 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. 26-42 - Tom Puech, Matthieu Boussard, Anthony D'Amato, Gaëtan Millerand:
A Fully Automated Periodicity Detection in Time Series. 43-54 - Bart J. van der Lugt, Ad Feelders:
Conditional Forecasting of Water Level Time Series with RNNs. 55-71 - Marieke Vinkenoog, Mart P. Janssen, Matthijs van Leeuwen:
Challenges and Limitations in Clustering Blood Donor Hemoglobin Trajectories. 72-84 - Maël Guillemé, Simon Malinowski, Romain Tavenard, Xavier Renard:
Localized Random Shapelets. 85-97
Poster Presentation
- Christopher M. A. Bonenberger, Benjamin Kathan, Wolfgang Ertel:
Feature-Based Gait Pattern Classification for a Robotic Walking Frame. 101-109 - Clément Christophe, Julien Velcin, Jairo Cugliari, Philippe Suignard, Manel Boumghar:
How to Detect Novelty in Textual Data Streams? A Comparative Study of Existing Methods. 110-125 - Edouard Pineau, Sébastien Razakarivony, Thomas Bonald:
Seq2VAR: Multivariate Time Series Representation with Relational Neural Networks and Linear Autoregressive Model. 126-140 - Kezi Yu, Yunlong Wang, Yong Cai:
Modelling Patient Sequences for Rare Disease Detection with Semi-supervised Generative Adversarial Nets. 141-150 - Katarzyna Juraszek, Nidhi Saini, Marcela Charfuelan, Holmer Hemsen, Volker Markl:
Extended Kalman Filter for Large Scale Vessels Trajectory Tracking in Distributed Stream Processing Systems. 151-166 - Yildiz Karadayi:
Unsupervised Anomaly Detection in Multivariate Spatio-Temporal Datasets Using Deep Learning. 167-182 - Harish S. Bhat, Shagun Rawat:
Learning Stochastic Dynamical Systems via Bridge Sampling. 183-198 - Mohammad Al-Naser, Takehiro Niikura, Sheraz Ahmed, Hiroki Ohashi, Takuto Sato, Mitsuhiro Okada, Katsuyuki Nakamura, Andreas Dengel:
Quantifying Quality of Actions Using Wearable Sensor. 199-212 - Daniel Shen, Min Chi:
An Initial Study on Adapting DTW at Individual Query for Electrocardiogram Analysis. 213-228
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