posted by user: eirini || 1345 views || tracked by 5 users: [display]

PTDM 2012 : Practical Theories of Exploratory Data Mining

FacebookTwitterLinkedInGoogle

Link: https://sites.google.com/site/ptdm2012/welcome
 
When Dec 10, 2012 - Dec 10, 2012
Where Brussels
Submission Deadline Aug 10, 2012
Notification Due Oct 1, 2012
Final Version Due Oct 15, 2012
 

Call For Papers

*****************************************************************************
PTDM-2012: Call for papers

Practical Theories of Exploratory Data Mining (PTDM-2012)
https://sites.google.com/site/ptdm2012/welcome

Co-located with ICDM-2012 Brussels, Belgium (10-13 Dec 20012)
*****************************************************************************

Introduction:

The goal of this ICDM 2012 workshop is to help closing the gap between data mining practice and theory. To this end, we intend to explore what is the essence of exploratory data mining and how to formalize it in order to make it useful in practice. This workshop will survey (through invited as well as contributed talks and posters) some existing attempts at addressing the problems mentioned above. We particularly encourage papers that present principled theoretical contributions motivated by real world requirements.

We invite submissions on theoretically well-founded advances that have the potential to increase the practical impact of exploratory data mining (defined as a set of tools designed to help 'real' users explore 'real' data), by making it more powerful and user friendly. Specific topics of interest include:

Data mining foundations.
Unified frameworks for data mining.
Iterative/interactive data mining.
Relational data mining.
Statistical and information theoretic assessment and comparison of data mining patterns/results.
Visual representation of data mining patterns/results.
Lessons learned from applications in Bioinformatics, Web and Social Network Analysis, Medicine, Business Analytics, Marketing, and other applications areas.

Thought-provoking and insightful position papers on these topics are welcome as well. All submissions will be subjected to a thorough review process by at least 2 and normally 3 reviewers. The overriding criteria for acceptance will be originality, promise of the ideas to ultimately enhance the impact of data mining in practice, and potential to inspire further research.


Submissions:

The format should be a maximum of 8 pages in the IEEE ICDM format (see ICDM conference website) but shorter contributions are welcome as well. The review process is single blind (reviewers unknown to the authors), so please include author names on the title page.

Authors of accepted papers will be given the opportunity to present their work in an oral presentation or poster presentation (depending on quality and suitability of the topic for oral presentation).

All accepted papers will be published in the IEEE workshop proceedings.

Important dates:

August 10, 2012: Workshop paper submission deadline
October 1, 2012: Notification of paper acceptance to authors
October 15, 2012: Camera-ready deadline for accepted papers
December 10, 2012: Workshop date

Organizers:

Tijl De Bie, Akis Kontonasios, Eirini Spyropoulou

Related Resources

ICDM 2021   21th Industrial Conference on Data Mining
ICSRS--Scopus & EI Compendex 2021   2021 5th International Conference on System Reliability and Safety (ICSRS 2021)--Scopus & EI Compendex
CCBD--Ei & Scopus 2021   2021 The 8th International Conference on Cloud Computing and Big Data (CCBD 2021)--Ei Compendex & Scopus
IEEE--ICCIS--Ei and Scopus 2021   IEEE--2021 5th International Conference on Communication and Information Systems (ICCIS 2021)--Ei Compendex, Scopus
ACM--CCIOT--EI, Scopus 2021   ACM--2021 6th International Conference on Cloud Computing and Internet of Things (CCIOT 2021)--Ei Compendex, Scopus
SCOPUS-3CE 2021   2021 Asia Conference on Communications and Computer Engineering (3CE 2021)
Sensors - CI and DM in Smart Sensors 2021   MDPI Sensors - Special Issue on Developing New Methods of Computational Intelligence and Data Mining in Smart Sensors Environment
KES 2021   KES2021: Decision support systems, forecasting, classification - invited session IS14
Scopus-DIKW-RA 2021   2021 Future Data, Information and Knowledge Research and Applications Conference (DIKW-RA 2021)
ACM--ICKIM--EI Compendex, Scopus 2021   ACM--2021 The 3rd International Conference on Knowledge and Information Management (ICKIM 2021)--EI Compendex, Scopus