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UDM - ECAI 2012 : Ubiquitous Data Mining (UDM) - ECAI 2012 Workshop | |||||||||||||||
Link: http://www.liaad.up.pt/udm/ | |||||||||||||||
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Call For Papers | |||||||||||||||
** Apologies for cross-posting **
Ubiquitous Data Mining (UDM) Workshop Montpellier, France, August 27-31, 2012 http://www.liaad.up.pt/udm/ in conjunction with ECAI 2012 20th European Conference on Artificial Intelligence Montpellier, France, August 27-31, 2012 http://www2.lirmm.fr/ecai2012/ == 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 https://www.easychair.org/conferences/?conf=udm2012 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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