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3rd ECML/PKDD 2018 Workshop on Advanced Analytics and Learning on Temporal Data
CALL FOR PAPERS
https://project.inria.fr/aaldt18/
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2018 International Workshop on Advanced Analytics and Learning on Temporal Data
(AALTD 2018) will be held Monday, September 10, 2018 (or Friday, September 14, 2018) in Dublin, Ireland, co- located with ECML/PKDD 2018. The aim of this workshop is to bring together researchers and experts in machine learning, data mining, pattern analysis and statistics to share their challenging issues and advanced researches on temporal data analysis. Analysis and learning from temporal data cover a wide scope of tasks including learning metrics, learning representations, unsupervised feature extraction, clustering and classification.

Topics of Interest
The proposed workshop welcomes papers that cover, but not limited to, one or several of the following topics:

• Temporal data clustering
• Semi-supervised and supervised classification on temporal data
• Deep learning and learning representations for temporal data
• Metric and kernel learning for temporal data
• Modeling temporal dependencies
• Advanced forecasting and prediction models
• Space-temporal statistical analysis
• Functional data analysis methods
• Interpretable time series analysis methods
• Dimensionality reduction, sparsity, algorithmic complexity and big data challenge
• Bio-informatics, medical, energy consumption, multimedia and other applications on temporal data
• Benchmarking and assessment methods for temporal data

We also encourage submissions that relate research results from other areas to the workshop topics.

Paper Submission
Paper submission is managed through EasyChair (https://easychair.org/conferences/?conf=aaltd18) for the following two tracks:
• Oral presentation
• Poster session (including research in progress and demos)
Authors that would not want their papers to apply for possible oral presentation should inform the organizers at the time of submission. Submitted papers should be 2 to 7 pages long using LNCS formatting style
It might be considered to invite authors of selected papers for publication in a special volume in the Lecture Notes in Computer Science (LNCS) series

Important Dates
Workshop paper submission deadline: July 2, 2018
Workshop paper acceptance notification: July 23, 2018
Workshop paper camera-ready deadline: August 6, 2018
Workshop date: September 10, 2018 (or September 14, 2018)

Organizers
• Antony Bagnall, University of East Anglia, England
• Alexis Bondu, Orange Labs, France
• Padraig Cunningham, University College Dublin
• Thomas Guyet, AgroCampus Ouest, Université de Rennes 1, France
• Vincent Lemaire, Orange Labs, France
• Simon Malinowski, Université de Rennes 1/IRISA, France
• Romain Tavenard, Université de Rennes 2, France

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