-------- Weitergeleitete Nachricht -------- Betreff: [WI] Special Session Mining Streaming and Time-Evolving Data, ECDA2018, Paderborn, Germany Datum: Tue, 06 Feb 2018 20:18:58 +0100 Von: Georg Krempl georg.krempl@iti.cs.uni-magdeburg.de Antwort an: Georg Krempl georg.krempl@iti.cs.uni-magdeburg.de An: wi@lists.kit.edu
*** Call for Abstract Submissions ***
Mining Streaming and Time-Evolving Data Special Session at the European Conference on Data Analysis ECDA, 4th-6th July 2018, Paderborn, Germany. http://groups.uni-paderborn.de/eim-i-fg-huellermeier/ecda2018/
Organizers of the Special Session: Barbara Hammer <bhammer at techfak.uni-bielefeld.de> Georg Krempl <g.m.krempl at uu.nl> Jurek Stefanowski <jerzy.stefanowski at cs.put.poznan.pl>
Topic: Recent years have seen a steep increase in the availability of data, which is often generated sequentially and by non-stationary processes. Mining such streaming and time-evolving data often requires to consider the ordering and temporal context of instances, which has been the subject of different lines of research: In data stream mining, the focus of analysis is mostly on the recently observed instances, and instances have a limited life cycle due to adaptation and forgetting mechanisms. In time series analysis, on the other hand, the internal structure of data points taken over time is considered. While the focus of this special session is on the problem of data stream mining, its aim is to present novel ideas from both lines of research that stimulate exchange between their communities.
Important Dates: Abstract submission deadline: April 1, 2018 Notification of abstract acceptance or rejection: April 30, 2018 Early registration deadline: May 15, 2018 Registration deadline: June 15, 2018 Full paper submission: September 15, 2018
Publication: Accepted abstracts will be published in the book of abstracts and made available at the conference. Accepted full papers will be published in the Journal "Archives of Data Science, Series A" .
Formatting Guidelines: Information on the format required for abstracts and full papers will be made available soon on http://groups.uni-paderborn.de/eim-i-fg-huellermeier/ecda2018/call_for_paper...
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