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<p class="MsoPlainText"><span style="font-family:"Courier New";
mso-ansi-language:EN-US" lang="EN-US">Last Call for papers Workshop on<br>
<br>
INCREMENTAL CLASSIFICATION, CONCEPT DRIFT AND NOVELTY DETECTION <br>
<br>
[http://perso.rd.francetelecom.fr/lemaire/ICDM2013/]<br>
<br>
(IClaNov)<br>
<br>
In conjunction with<br>
<br>
INTERNATIONAL CONFERENCE ON DATA MINING (ICDM 2013, Dallas, Texas / December
7-11, 2013) <br>
[http://icdm2013.rutgers.edu/]<br>
<br>
<br>
Description:</span></p>
<p class="MsoPlainText"><span style="font-family:"Courier New";
mso-ansi-language:EN-US" lang="EN-US">The development of dynamic information analysis
methods, like incremental clustering, concept drift <br>
management and novelty detection techniques, is becoming a central concern in a
bunch of applications <br>
whose main goal is to deal with information which is varying over time.<br>
These applications relate themselves to very various and highly strategic
domains, including web mining, <br>
social network analysis, adaptive information retrieval, anomaly or intrusion
detection, process control <br>
and management, recommender systems, technological and scientific survey, and
even genomic <br>
information analysis in bioinformatics.<br>
The term “incremental” is often associated to the terms dynamics, adaptive,
interactive, on-line, or <br>
batch.<br>
The majority of the learning methods were initially defined in a non
incremental way. However, in each <br>
of these families, were initiated incremental methods making it possible to
take into account the <br>
temporal component of a datastream.<br>
In a more general way incremental clustering algorithms and novelty detection
approaches are subjected <br>
to the following constraints: <br>
- Possibility to be applied without knowing as a preliminary all the data to be
analyzed;<br>
- Taking into account of a new data must be carried out without making
intensive use of the already <br>
considered data;<br>
- Result must but available after insertion of all new data;<br>
- Potential changes in the data description space must be taken into
consideration;<br>
- Independency of order of data arrival. <br>
<br>
This workshop aims to offer a meeting opportunity for academics and
industry-related researchers, <br>
belonging to the various communities of Computational Intelligence, Machine
Learning, Experimental <br>
Design and Data Mining to discuss new areas of incremental clustering, concept
drift management and <br>
novelty detection and on their application to analysis of time varying
information of various natures. <br>
Another important aim of the workshop is to bridge the gap between data acquisition
or <br>
experimentation and model building.<br>
<br>
<br>
The set of proposed incremental techniques includes, but is not limited
to:<br>
<br>
- Novelty and drift detection algorithms and techniques<br>
- Adaptive hierarchical, k-means or density based methods<br>
- Adaptive neural methods and associated Hebbian learning techniques<br>
- Multiview diachronic approaches<br>
- Probabilistic approaches like LDA or ICA-based approaches<br>
- Graph partitioning methods and incremental clustering approaches based on
attributed graphs<br>
- Incremental clustering approaches based on swarm intelligence and genetic
algorithms<br>
- Evolving classifier ensemble techniques<br>
- Dynamic features selection techniques<br>
- Object tracking techniques<br>
- Visualization methods for evolving data analysis results<br>
<br>
The list of application domain is includes, but it is not limited to:<br>
<br>
- Evolving textual information analysis<br>
- Evolving social network analysis<br>
- Dynamic process control and tracking<br>
- Dynamic scene analysis<br>
- Intrusion and anomaly detection<br>
- Genomics and DNA microarray data analysis<br>
- Adaptive recommender and filtering systems<br>
- Scientometrics, webometrics and technological survey<br>
<br>
All accepted workshop papers will be published in formal proceedings by the
IEEE Computer Society <br>
Press.</span></p>
<p class="MsoPlainText"><span style="font-family:"Courier New";
mso-ansi-language:EN-US" lang="EN-US"> </span></p>
<p class="MsoPlainText"><span style="font-family:"Courier New";
mso-ansi-language:EN-US" lang="EN-US">Invited speaker: Zhi-Hua Zhou, Nanjing University, China<br>
<br>
<br>
Important dates:<br>
<br>
- Paper submission: August 3, 2013<br>
- Notification of acceptance: September 24, 2013 <br>
- Camera-ready: October 15, 2013 <br>
- ICDM 2013 Conference: December 7, 2013 <br>
<br>
Important - Submission Guidelines:<br>
<br>
- Please follow the regular submission guidelines of ICDM 2013 (paper submissions
should be limited to a <br>
maximum of *8* pages) http://icdm2013.rutgers.edu/author-instructions<br>
- and use this link to submit your paper (IclaNov has the number 7 in the
page): <br>
http://wi-lab.com/cyberchair/2013/icdm13/scripts/ws_submit.php<br>
<br>
<br>
<br>
Contact:<br>
<br>
pascal.cuxac@inist.fr – jean-charles.lamirel@loria.fr -
vincent.lemaire@orange.com, <br>
<br>
Organizing committee:<br>
<br>
Abou-Nasr Mahmoud<span style="mso-tab-count:1"> </span>Ford Motor Company<span style="mso-tab-count:1"> </span>USA<br>
Al Shehabi Shadi<span style="mso-tab-count:1"> </span>Allepo University<span style="mso-tab-count:1"> </span>Syria<br>
Albatineh Ahmed <span style="mso-tab-count:1"> </span>Dept of Biostatistics
Florida Int. U. Miami<span style="mso-tab-count:1"> </span>USA<br>
Alippi Cesare<span style="mso-tab-count:1"> </span>Politecnico di Milano<span style="mso-tab-count:1"> </span>Italia<br>
Arredondo Tomas<span style="mso-tab-count:1"> </span>U.T.F.S.M. Valparaíso<span style="mso-tab-count:1"> </span>Chile<br>
</span><span style="font-family:"Courier New"">Bennani Younes<span style="mso-tab-count:1"> </span>LIPN, Paris<span style="mso-tab-count:1"> </span>France<br>
</span><span style="font-family:"Courier New";mso-ansi-language:
EN-US" lang="EN-US">Bifet Albert<span style="mso-tab-count:1"> </span>University of
Waikato, Hamilton<span style="mso-tab-count:1"> </span>New Zealand<br>
</span><span style="font-family:"Courier New"">Bondu Alexis<span style="mso-tab-count:1"> </span>EDF R&D<span style="mso-tab-count:
1"> </span>France<br>
Cabanes Guenael<span style="mso-tab-count:1"> </span>LIPN, Paris<span style="mso-tab-count:1"> </span>France<br>
</span><span style="font-family:"Courier New";mso-ansi-language:
EN-US" lang="EN-US">Chawla Nitesh<span style="mso-tab-count:1"> </span>Notre Dame
University, Indiana<span style="mso-tab-count:1"> </span>USA<br>
Chen Chaomei<span style="mso-tab-count:1"> </span>Drexel University,
Philadelphia<span style="mso-tab-count:1"> </span>USA<br>
Cuxac Pascal<span style="mso-tab-count:1"> </span>INIST-CNRS, Nancy<span style="mso-tab-count:1"> </span>France<br>
Diallo Abdoulaye B.<span style="mso-tab-count:1"> </span>UQAM Montreal<span style="mso-tab-count:1"> </span>Canada<br>
El Haddadi Anass<span style="mso-tab-count:1"> </span>IRIT, Toulouse<span style="mso-tab-count:1"> </span> France<br>
Escalante Hugo Jair<span style="mso-tab-count:1"> </span>National Institute
of Astrophysics Optics and Electronics<span style="mso-tab-count:1"> </span>Mexico<br>
García-Rodríguez José<span style="mso-tab-count:1"> </span>University of
Alicante<span style="mso-tab-count:1"> </span>Spain<br>
</span><span style="font-family:"Courier New"">Glanzel Wolfgang<span style="mso-tab-count:1"> </span>KU Leuven, Leuven<span style="mso-tab-count:
1"> </span>Belgia<br>
</span><span style="font-family:"Courier New";mso-ansi-language:
EN-US" lang="EN-US">Hammer Barbara<span style="mso-tab-count:1"> </span>University of
Bielefeld<span style="mso-tab-count:1"> </span>Germany<br>
Kumova Bora I.<span style="mso-tab-count:1"> </span>Izmir University<span style="mso-tab-count:1"> </span>Turkey<br>
</span><span style="font-family:"Courier New"">Kuntz-Cosperec Pascale<span style="mso-tab-count:1"> </span>Polytech'Nantes<span style="mso-tab-count:
1"> </span>France<br>
</span><span style="font-family:"Courier New";mso-ansi-language:
EN-US" lang="EN-US">Lallich Stephane<span style="mso-tab-count:1"> </span>University of
Lyon 2<span style="mso-tab-count:1"> </span>France<br>
</span><span style="font-family:"Courier New"">Lamirel Jean-Charles<span style="mso-tab-count:1"> </span>TALARIS- LORIA, Nancy<span style="mso-tab-count:
1"> </span>France<br>
Lebbah Mustapha<span style="mso-tab-count:1"> </span>LIPN, Paris<span style="mso-tab-count:1"> </span>France<br>
Lemaire Vincent<span style="mso-tab-count:1"> </span>Orange Labs, Lannion<span style="mso-tab-count:1"> </span>France<br>
Lenca Philippe<span style="mso-tab-count:1"> </span>Telecom Bretagne<span style="mso-tab-count:1"> </span>France<br>
</span><span style="font-family:"Courier New";mso-ansi-language:
EN-US" lang="EN-US">Li Bin<span style="mso-tab-count:1"> </span>UTS, Sydney<span style="mso-tab-count:1"> </span>Australia<br>
Nuggent Rebecca<span style="mso-tab-count:1"> </span>Carnegie Mellon
University, Pittsburgh<span style="mso-tab-count:1"> </span>USA<br>
Popescu Florin<span style="mso-tab-count:1"> </span>Fraunhofer Institute,
Berlin<span style="mso-tab-count:1"> </span>Germany<br>
Roveri Manuel<span style="mso-tab-count:1"> </span>Politecnico di Milano<span style="mso-tab-count:1"> </span>Italia<br>
Tamir Dan<span style="mso-tab-count:1"> </span>Texas State University, San
Marcos<span style="mso-tab-count:1"> </span>USA<br>
Torre Fabien<span style="mso-tab-count:1"> </span>University of Lille 3<span style="mso-tab-count:1"> </span>France<br>
Zhou Zhi-Hua<span style="mso-tab-count:1"> </span>Nanjing University<span style="mso-tab-count:1"> </span>China<br>
Zhu Xingquan<span style="mso-tab-count:1"> </span>UTS, Sydney<span style="mso-tab-count:1"> </span>Australia<br>
</span></p>
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<![endif]--><br><br><div><span name="x"></span>Dr habil. Jean-Charles LAMIREL<br>Maître de Conférences, Habilité à Diriger des Recherches<br>Université de Strasbourg<br>Projet INRIA TALARIS - LORIA - Nancy<br>GSM : 0624365491<br><span name="x"></span><br></div><br></div></body></html>