posted by organizer: idea2013 || 1982 views || tracked by 7 users: [display]

IDEA 2015 : KDD 2015 Workshop on Interactive Data Exploration and Analysis

FacebookTwitterLinkedInGoogle

Link: http://poloclub.gatech.edu/idea2015/
 
When Aug 10, 2015 - Aug 10, 2015
Where Sydney, Australia
Submission Deadline Jun 5, 2015
Notification Due Jun 30, 2015
Final Version Due Jul 15, 2015
Categories    data mining   human-computer interaction   visualization
 

Call For Papers

* * *

Call for Papers - IDEA @ KDD 2015

KDD 2015 Workshop on Interactive Data Exploration and Analysis.
Monday, August 10. Sydney, Australia

IDEA is a full-day workshop organized in conjunction with the The ACM
SIGKDD Conference on Knowledge, Discovery and Data Mining in Sydney, Australia,
on 10 August 2015. Last year's IDEA at KDD 2014 was a great success, with almost 200 registrations. Join us this year in Australia!

Paper submission deadline: Fri, June 5, 2015, 23:59 Hawaii Time
http://poloclub.gatech.edu/idea2015/


* Workshop Goals

We aim to address the development of data mining techniques that allow users to
interactively explore their data, receiving near-instant updates to every requested refinement. Our focus and emphasis is on interactivity and effective integration of techniques from data mining, visualization and human-computer interaction. In other words, we explore how the best of these different, related domains can be combined such that the sum is greater than the parts.


* Topics of Interest include, but are not limited to

- Interactive data mining algorithms
- Visualizations for interactive data mining
- Demonstrations of interactive data mining
- Quick, high-level data analysis methods
- Any-time data mining algorithms
- Visual analytics
- Methods that allow meaningful intermediate results
- Data surrogates
- On-line algorithms
- Adaptive stream mining algorithms
- Theoretical/complexity analysis of instant data mining
- Learning from user input for action replication/prediction
- Active learning / mining


* Submission Information

We welcome both novel research papers, demo papers, work-in-progress papers,
and visionary papers. All papers will be peer reviewed.

Submissions should be in PDF, written in English, with a maximum of 10 pages.
Shorter papers are welcome.
Format your paper using the standard double-column ACM Proceedings Style
http://www.acm.org/sigs/publications/proceedings-templates

Submit at EasyChair:
http://www.easychair.org/conferences/?conf=idea15

At least one author of an accepted paper must attend the workshop to present
the work.


* Important Dates

Submission Fri, June 5, 2015, 23:59 Hawaii Time
Notification Tue, June 30, 2015
Camera-ready Wed, July 15, 2015
Workshop Mon, August 10, 2015


* Further information and Contact

Website: http://poloclub.gatech.edu/idea2015/
Email: idea.kdd (at) gmail.com


Best regards,

Polo Chau, Jilles Vreeken, Matthijs van Leeuwen, Dafna Shahaf and Christos Faloutsos

Related Resources

ADAH 2017   Advanced Data Analytics in Health
SDM 2018   SIAM International Conference on Data Mining
IDEA 2017   KDD 2016 Workshop on Interactive Data Exploration and Analytics (KDD-IDEA)
PAKDD 2018   The 22nd Pacific-Asia Conference on Knowledge Discovery and Data Mining
MLDM 2018   14th International Conference on Machine Learning and Data Mining MLDM 2018
KDD Cup 2017   Call for Proposals
IEEE - ICBDA 2018   2018 IEEE 3rd International Conference on Big Data Analysis (ICBDA 2018)--IEEE Xplore and Ei Compendex
ICDM 2018   18th Industrial Conference on Data Mining ICDM 2018
KDD 2017   Call for Research Papers
AIAI 2018   14th Artificial Intelligence Applications and Innovations 2018