AI for Time Series

30 Jun 2022 14:30 - 15:30

Practical information:

30 Jun 2022 14:30 - 15:30

Campus Arenberg, Leuven & online streaming

Katrien De Cock

English

Target audience: everyone interested in research on AI and time series

Want to register?

Register until: 30 Jun 2022
Price: free
Click on the individual webinars below to (re)watch the recordings.

Georganiseerd door:

More often than not, measured data or observations come in the form of time series: scalar or vector sequences of data points indexed in time order. Time series show up in many fields of society, science and engineering. Due to the availability of massive amounts of data and increased computing power, the analysis of time series has become increasingly important.

Time series analysis has various purposes, which can be mainly categorized into simulation, prediction, clustering, and anomaly detection. Another vast area is model-based control, where dynamical models are obtained from time series.

Several research groups in the Flanders AI Research Program (FLAIR) conduct world-class research on time series, both in the development of algorithms and tools, as in a wide area of application fields. In a recent poll in the Flanders AI community, ‘time series’ came up as the most wanted topic for future workshops or courses. With this seminar series we bring together researchers that are interested in, or are conducting research related to time series. We offer a varied program of national and international speakers.

To the webinar

In your own time

Integrating Subspace Identification and Prediction Error Methods

Webinar AI for Times Series with Michel Verhaegen (TU Delft) - Online - VAIA, Flanders AI Research & KU Leuven STADIUS

Kernel Based Transfer Function Estimation with Enhanced Prior Knowledge

Webinar AI for time series with John Lataire - Online - KU Leuven STADIUS & Flanders AI Research & VAIA

Decision Support for the Low Voltage Distribution Grid; the Role of Electricity Consumption Time Series

Webinar AI for time series with Koen Vanthournout - online - KU Leuven STADIUS & Flanders AI Research & VAIA

Statistical Learning of Knowledge from Sequence Data

Webinar AI for Times Series webinar with Nick Harley - Online - VAIA, KU Leuven ESAT Stadius & Flanders AI Research

Distribution-free prediction intervals for time series forecasting

Webinar AI for Times Series with Willem Waegeman - Online - VAIA, KU Leuven ESAT Stadius & Flanders AI Research

Seizure Detection with Wearable Devices and AI

Webinar - VAIA, Flanders AI Research & KU Leuven STADIUS

Past courses/events in this series

Semiparametric Time Series Modelling

30 June 2022

seminar - Leuven & online - an AI for Times Series Seminar with Kurt Barbé (VUB, Department Biostatistics and Medical Informatics) - VAIA, Flanders AI Research & KU Leuven STADIUS

Matching Structured Data

16 June 2022

online - an AI for Times Series Seminar with Romain Tavenard (Université de Rennes, LETG-COSTEL) - VAIA, Flanders AI Research & KU Leuven STADIUS

Multi-period financial stress testing: an integrated risk view

2 June 2022

seminar - Leuven & online - an AI for Times Series Seminar with Tony Van Gestel (Dexia) - VAIA, Flanders AI Research & KU Leuven STADIUS

Data-driven Model Learning in Interconnected Systems

5 May 2022

seminar - Leuven - an AI for Times Series Seminar with Paul Van den Hof (TU Eindhoven) - VAIA, Flanders AI Research & KU Leuven STADIUS

Kernel Machines for Dynamical Systems Modelling

21 April 2022

online & live seminar - an AI for Times Series Seminar with Johan Suykens of KU Leuven ESAT-STADIUS & Leuven.AI Institute - VAIA, Flanders AI Research & KU Leuven STADIUS