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UDM - ECAI 2012 : Ubiquitous Data Mining (UDM) - ECAI 2012 Workshop


When Aug 27, 2012 - Aug 31, 2012
Where Montpellier
Submission Deadline Jun 14, 2012
Notification Due Jun 28, 2012
Final Version Due Jul 9, 2012
Categories    adaptive data mining   data streams   ubiquitous environments   sensor networks

Call For Papers

** Apologies for cross-posting **

Ubiquitous Data Mining (UDM) Workshop
Montpellier, France, August 27-31, 2012

in conjunction with

ECAI 2012
20th European Conference on Artificial Intelligence
Montpellier, France, August 27-31, 2012

== Call for Papers ==

Ubiquitous Data Mining (UDM) uses Data Mining techniques to extract
useful knowledge from data, namely when its characteristics reflect a
World in Movement.

The goal of this workshop is to convene researchers (from both academia
and industry) who deal with techniques such as: decision rules, decision
trees, association rules, clustering, filtering, learning classifier
systems, neural networks, support vector machines, preprocessing,
postprocessing, feature selection, visualization techniques, etc. for
UDM of distributed and heterogeneous sources in the form of a continuous
stream with mobile and/or embedded devices and related themes.

Authors are invited to submit original papers in all topics related to
Ubiquitous Data Mining. Selected papers will have to be presented during
the workshop.

The workshop will include extra time for audience discussion of the
presentation allowing the group to have a better understanding of the
issues, challenges, and ideas being presented.

Authors of best workshop papers will be invited to submit extended versions of their work to Intelligent Data Analysis Journal.

-- Important Dates --

Paper submission: 14 Jun, 2012
Author notification: 28 Jun, 2012
Camera-ready copy: 09 Jul, 2012

-- Topics --

Topics include but are not restricted to:

- Adaptive Data Mining
- Distributed Data Mining
- Distributed Data Streams
- Grid Data Mining
- Learning in Ubiquitous environments
- Learning from Sensor Networks
- Learning from Social Networks
- Visualization Techniques for UDM
- Incremental On-line Learning Algorithms
- Single-Pass and Scalable Algorithms
- Learning in distributed neural network systems;
- Real-Time and Real-World Applications
- Resource-aware UDM
- Theoretical frameworks for UDM

-- Submission --

All papers should be submitted in ECAI 2012 camera ready format for
publication in the symposium proceedings. The maximum length of papers
should not exceed 5 pages in the case of research and experience papers,
and 2 pages in the case of position papers (including figures,
bibliography and appendices). Submission guidelines must be strictly
followed. Papers should be submitted in PDF using the EasyChair
conference system available at

All workshop participants are required to register for both the workshop
and the main conference. ECAI, is the leading Conference on Artificial
Intelligence in Europe, and is a biennial organization of the European
Coordinating Committee for Artificial Intelligence ECCAI.

-- Workshop Chairs --

João Gama, Manuel Filipe Santos, Nuno Marques, Paulo Cortez and Pedro Pereira Rodrigues

-- Publicity Chair --

Carlos Abreu Ferreira

Looking forward to meeting you in Montpellier!

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