FW: [SIG-IRList] First CFP : ECAI 2012 - Workshop AIL Active and Incremental Learning (AIL) (Corrected)
Eric Ringger
fyi
From: Jean-Charles Lamirel [mailto:jean-charl...@loria.fr]
Sent: Tuesday, March 06, 2012 8:12 AM
To: irl...@lists.shef.ac.uk
Subject: [SIG-IRList] First CFP : ECAI 2012 - Workshop AIL Active and Incremental Learning (AIL) (Corrected)
There was problems with the French accents in the former version of the call i have sent to the list.
So, it is better to consider the new version of the call that is provide hereafter.
Sorry for that trouble.
Dr habil. Jean-Charles LAMIREL
Maître de Conférences, Habilité à Diriger des Recherches
Université de Strasbourg
Projet INRIA TALARIS - LORIA - Nancy
GSM : 0624365491.
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First CFP : ECAI 2012 - Workshop AIL Active and Incremental Learning (AIL)
ECAI 2012 - Workshop AIL
Active and Incremental Learning (AIL)
Montpellier, France,
August 27 or 28, 2012
http://sites.google.com/site/ecaiail
Aims:
This workshop aims to offer a meeting opportunity for academics and industry for industry-related researchers,
belonging to the various communities of Computational Intelligence, Machine Learning, Experimental Design
and Data Mining to discuss new areas of active and incremental learning, and to bridge the gap between
data acquisition or experimentation and model building. How active sampling, incremental learning
and data acquisition, can contribute towards the design and modeling of highly intelligent autonomous learning systems?
Example 1: Imagine a simple problem which is to supervise a node in a telecommunication network which using
a binary classifier. The first step is to train incrementally (and perhaps using active learning) the classifier using a
data stream and then to maintain this classifier without any "human" interaction. The classifier has to be completely
autonomous. Papers which will propose new elements to go to this direction will be in the scope of the workshop.
Example 2: The diachronic analysis of a large and evolving information source for detecting stable, emerging
or vanishing topics could be done with the help of clustering methods. However, to provide satisfying detection accuracy,
the exploited methods must altogether deal with the plasticity stability dilemma and be able to manage
an evolving data description space. Paper that will propose efficient solutions that respect these constraints
will be also in the scope of the workshop.
Topics of interest to the workshop include (but are not limited to):
- Experimental Design
- Active Learning
- Autonomous Learning
- Incremental Learning
- Autonomous intelligent systems
- On-line learning Novelty and Drift Detection
- Adaptive clustering methods
- Case Studies of AIL Learning (railway stations, airport, bank branches, etc)
- Autonomous Robots
Chairs:
- Vincent Lemaire, Orange Labs, 2 avenue Pierre Marzin, 22300 Lannion
(vincent...@orange.com)
- Pascal Cuxac, INIST - CNRS, 2 allee du Parc de Brabois, CS 10310, 54519 Vandoeuvre les Nancy
(pascal...@inist.fr)
- Jean-Charles Lamirel, INRIA-LORIA, Campus Scientifique, BP. 239, 54506 Vandoeuvre les Nancy
(lam...@loria.fr)
Invited speaker(s):
- Manuel Roveri (http://home.dei.polimi.it/roveri/)
- Zhi-Hua Zhou (http://cs.nju.edu.cn/zhouzh/)
Important Dates:
- 28 May 2012: Workshop paper submission deadline
- 28 Jun 2012: Notification of acceptance
- 15 Jul 2012: Camera-ready version deadline
- August 27 or 28, 2012: Workshop
Paper format and proceedings:
Papers must not exceed SIX (6) pages (and at least 3 pages) in camera-ready format for ECAI. Overlength submissions
will be rejected without review. Papers for ECAI-AIL should be submitted using the ECAI-AIL formatting style;
details of the style are available at: http://people.cs.kuleuven.be/~luc.deraedt/ecai2012-style.zip
Reviewing for ECAI-AIL 2012 will be blind: reviewers will not be presented with the identity of paper authors.
To allow for blind review, author names in a submitted paper should be replaced by the unique tracking number
assigned by the conference website at the submission of an electronic abstract. Authors should avoid writing anything
that makes their identity obvious in the text.
The papers will have to be submitted via Easy Chair: https://www.easychair.org/conferences/?conf=ailecai2012
Proceedings: The organizers will provide a single pdf file to be posted on the ECAI website + on the ECAI-AIL
workshop website. Workshop proceedings will be also distributed to the participants on an usb key. After the workshop,
if the quantity and quality of submissions justifies a special journal issue, authors of selected papers will be invited
to re-submit their work to be considered for inclusion in a special issue of a journal.
Organizing committee:
- Mahmoud Abou-Nasr (Ford Motor Company,USA),
- Shadi Al Shehabi (Allepo University,Aleppo,Syria),
- Cesare Alippi (Politecnico di Milano,Milano,Italia),
- Tomas Arredondo (U.T.F.S.M. Valparaiso,Chile),
- Vassilis Athitsos (University of Texas at Arlington,Texas,USA),
- Albert Bifet,(University of Waikato,Hamilton,New Zealand),
- Alexis Bondu (EDF R&D),
- Fazli Can (Bilkent University,Ankara,Turkey),
- Laurent Candillier (Wikio Group / Nomao),
- Chaomei Chen (Drexel University,Philadelphia,USA),
- Jung-Chen Chiang (NCKU,Tainan,Taiwan),
- Fabrice Clerot (Orange Labs),
- Pascal Cuxac (INIST-CNRS,Vandoeuvre les Nancy),
- Abdoulaye B. Diallo (UQAM,Montreal,Canada),
- Gideon Dror (Academic college of Tel-Aviv Yaffo,Israel),
- Hugo Jair Escalante, (National Institute of Astrophysics, Optics and Electronics, Mexico),
- Francoise Fessant (Orange Labs),
- Dominic Forest (EBSI Univ. Montreal,Montreal,Canada),
- Jose Garcia-Rodriguez (University of Alicante,Spain),
- Wolfgang Glanzel (KU Leuven, Leuven, Belgia),
- Jing-Hao He (University of Rhode Island,Kingston,USA),
- Pascale Kuntz-Cosperec (Polytech'Nantes),
- Jean-Charles Lamirel (Talaris Loria),
- Vincent Lemaire (Orange Labs),
- Bin Li (University of Technology (UTS),Sydney,Australia),
- Gaelle Losli (Polytech Clermont-Ferrand),
- Florin Popescu (Fraunhofer Institute,Berlin,Germany),
- Vikram Pudi (IIIT Hydeabad,Hyderabad,India),
- Manuel Roveri (Politecnico di Milano,Milano,Italia),
- Christophe Salperwyck (Orange Labs),
- Tony C. Smith (University of Waikato,Hamilton,New Zealand),
- Danny Silver (University of Acadia,Wolfville,Canada),
- Alexander Statnikov (New York University,New-York,USA),
- Dan Tamir (Texas State University,San Marcos,USA),
- Fabien Torre (Universite Lille 3),
- Ioannis Tsamardinos (University of Crete,Greece),
- Vincent Tseng (NCKU,Tainan,Taiwan),
- Zhi-Hua Zhou (Nanjing University,Nanjing,China),
- Xingquan Zhu (University of Technology (UTS),Sydney,Australia),
- Djamel Zighed (Louis Lumiere University,Lyon).
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