QIMIE 2011 - The Second Workshop on Quality issues, measures of interestingness and evaluation of data mining models QIMIE

Website conferences.telecom-bretagne.eu/qimie2011/ | Edit Freely

Category QIMIE 2011

Deadline: December 31, 2010 | Date: May 24, 2011-May 27, 2011

Venue/Country: Shenzhen, China

Updated: 2010-10-15 14:58:20 (GMT+9)

Call For Papers - CFP

evaluation of data mining models

QIMIE'11 - May 24, 2011.

Shenzhen, China

QIMIE'11 website:

https://conferences.telecom-bretagne.eu/qimie2011/

QIMIE'11: Blog to discuss about quality issues and evaluation of data

mining models:

mining-models.blogspot.com/" target="_blank">http://quality-evaluation-data-mining-models.blogspot.com/

QIMIE'11 is organized in association with the next PAKDD'11 conference

(15th Pacific-Asia Conference on Knowledge Discovery and Data Mining

<http://pakdd2011.pakdd.org/>, Shenzhen, China, May 24-27, 2011), a

major international conference in the areas of data mining and knowledge

discovery.

Call for papers

The Quality issues, measures of interestingness and evaluation of data

mining models Workshop (QIMIE'11) will focus on the theory, the

techniques and the practices that can ensure the discovered knowledge is

of quality.

We invite submissions on all aspects of quality and evaluation of data

mining models.

The submitted papers must not be published or under consideration to be

published elsewhere. Each paper will be reviewed by at least two members

of the Program Committee. Each paper should consist of a cover page with

title, authors' names, postal and email address, an up to 200-words

abstract, up to 5 keywords and a body not longer than 12 single-spaced

pages with font size at

least 11 pts. Authors are strongly encouraged to use Springer's

manuscript submission guidelines

<https://conferences.telecom-bretagne.eu/qimie2011/call-for-paper/>.

Outstanding papers presented at QMIE'11 could be considered for

publication in a LNCS/LNAI Post Proceedings of PAKDD Workshops published

by Springer (see for example PAKDD 2009 Revised Selected Papers

<http://www.springer.com/computer/ai/book/978-3-642-14639-8>) or in a

post-workshop journal special issues. Information about these

possibilities will be provided as soon as possible.

Areas of interest include, but are not limited to:

objective measures of interest

subjective measures of interest and quality based on human knowledge, quality of ontologies, actionable rules

algorithmic properties of measures of interest

comparison of algorithm: issues with benchmarks, experiments and parameters tuning questioning also reproducibility of data mining results, the need of new data sets which match new problems, methodologies, statistical tests, etc.

robustness evaluation and statistical evaluation

graphical tools like ROC, cost curves

special issues: imbalanced data, very large data set, very high dimensional data, changing environments, lack of training data, sample selection bias, graph data, etc.

special issues in specialized domains: bio-informatics, security, information retrieval, sequential and time series data, social networks, etc.

As a whole, QIMIE'11 intend to be a forum for a community-wide

discussion of these issues and to contribute to a deep

cross-fertilization within a large panel of researchers/practitioners

attending PAKDD'11. *Thus we strongly encourage interested peoples to

propose topics and main themes that should be discussed within QIMIE'11*.

For that purpose a blog to discuss about quality issues, measures of

interestingness and evaluation of data mining models has been launched.

http://quality-evaluation-data-mining-models.blogspot.com/>

Tentative dates:

Workshop paper submission deadline 31 December 2010

Workshop author notification 21 January 2011

Workshop camera-ready due 18 February 2011

QIMIE'11 Workshop: May, 24, 2011

PAKDD'11 Conference: May, 24-27, 2011

Program committee:

Hidenao Abe, Japan

Jérôme Azé, France

José L., Balcázar, Spain

Bruno Crémilleux, France

Sven Crone, England

Jean Diatta, La Réunion

Thanh-Nghi Do, Vietnam

Joao Gama, Portugual

Ricard Gavaldà, Spain

Salvatore Gréco, Italy

Fabrice Guillet, France

Michael Hahsler, USA

Martin Holena, Czech Republic

Stéphane Lallich, France

Ludovic Lebart, France

Philippe Lenca, France

Ming Li, China

Patrick Meyer, France

Amadeo Napoli, France

David Olson, USA

Zbigniew Ras, USA

Jan Rauch, Czech Republic

itschard/" class="p-link">Gilbert Ritschard, Switzerland

Robert Stahlbock, Germany

Athasit Surarerks, Thailand

Izabela Szczech, Poland

Shusaku Tsumoto, Japan

itsana_waiyamai/" class="p-link">Kitsana Waiyamai, Thailand

Dianhui Wang, Australia

Gary Weiss, USA

Takahira Yamaguchi, Japan

Min-Ling Zhang, China

Chairs of QIMIE'11:

Stéphane Lallich, ERIC, Université Lyon 2,

Philippe Lenca, Lab-STICC, Telecom Bretagne,

emails: philippe.lencatelecom-bretagne.eu

stephane.lallichuniv-lyon2.fr