posted by user: tsoumakas || 1955 views || tracked by 4 users: [display]

ECML PKDD Discovery Challenge 2012 : ECML PKDD 2012 Discovery Challenge: Third Challenge on Large Scale Hierarchical Text Classification

FacebookTwitterLinkedInGoogle

Link: http://lshtc.iit.demokritos.gr/
 
When Sep 24, 2012 - Sep 28, 2012
Where Bristol, UK
Submission Deadline TBD
Categories    contest   challenge   text mining   text classification
 

Call For Papers

[ please distribute - apologiew for multiple postings ]

ECML PKDD 2012 Discovery Challenge: Third Challenge on Large Scale Hierarchical Text Classification

Web site: http://lshtc.iit.demokritos.gr/
Email: lshtc_info@iit.demokritos.gr

This year's discovery challenge hosts the third edition of the successful PASCAL challenges on large scale hierarchical text classification. The challenge comprises three tracks and it is based on two large datasets created from the ODP web directory (DMOZ) and Wikipedia. The datasets are multi-class, multi-label and hierarchical. The number of categories ranges between 13,000 and 325,000 roughly and the number of documents between 380,000 and 2,400,000.

The tracks of the challenge are organized as follows:

1. Standard large-scale hierarchical classification
a) On collection of medium size from Wikipedia
b) On a large collection from Wikipedia
2. Multi-task learning, based on both DMOZ and Wikipedia category systems
3. Refinement-learning
a) Semi-Supervised approach
b) Unsupervised approach

In order to register for the challenge and gain access to the datasets you
must have an account at the challenge Web site.

Important dates:

- March 30, start of the challenge
- April 20, opening of the evaluation
- June 29, closing of evaluation
- July 20, paper submission deadline
- August 3, paper notifications

Organizers
- Ion Androutsopoulos, AUEB, Athens, Greece
- Thierry Artieres, LIP6, Paris, France
- Patrick Gallinari, LIP6, Paris, France
- Eric Gaussier, LIG, Grenoble, France
- Aris Kosmopoulos, NCSR "Demokritos" & AUEB, Athens, Greece
- George Paliouras, NCSR "Demokritos", Athens, Greece
- Ioannis Partalas, LIG, Grenoble, France

Related Resources

ECML PKDD 2019   Joint Call for Papers for the Research and ADS tracks, ECML PKDD 2019
SPTM 2020   8th International Conference of Security, Privacy and Trust Management
ECML PKDD 2020   European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases
CDKP 2020   9th International Conference on Data Mining & Knowledge Management Process
Workshop Multiview Learning, ECML PKDD 2019   Call for Papers and Datasets, ECML PKDD'2019 workshop on Data and Machine Learning Approaches with Multiple Views
SIPRO 2020   6th International Conference on Signal and Image Processing
EPSS 2019   ECML/PKDD Summer School on Machine Learning and Data Mining for Geo-Spatial Data, Quality of Experience, and Human-Computer Interaction
PBIJ 2019   Pharmaceutical and Biomedical sciences: An International Journal
MLSA 2019   6th Workshop on Sports Analytics (MLSA19) @ ECML PKDD 2019
NCO 2020   6th International Conference on Networks and Communications