posted by user: INSTICC_conferences || 1620 views || tracked by 5 users: [display]

MLS 2012 : Machine Learning for Sequences 2012

FacebookTwitterLinkedInGoogle

Link: http://icpram.org/MLS.asp
 
When Feb 6, 2012 - Feb 8, 2012
Where Vilamoura, Algarve, Portugal
Submission Deadline Oct 24, 2011
Notification Due Nov 11, 2011
Final Version Due Nov 25, 2011
Categories    artificial intelligence   machine learning   computer science
 

Call For Papers

Special Session

Machine Learning for Sequences 2012

6-8 February, 2012 - Vilamoura, Algarve, Portugal

Chair

Thierry Artières, Université Pierre et Marie Curie (UPMC), France


Scope

Sequence classification and sequence labeling is at the heart of many pattern recognition and data mining tasks, in fields such as speech and handwriting recognition, bioinformatics, etc. Beyond well known Hidden Markov Models (HMMs), which have been widely used for modeling sequences of patterns, a number of alternative methods and models have been proposed in the recent years. These approaches include for instance discriminative training (e.g. large margin) of Hidden Markov Models, on-line learning of such models, discriminative models based on Conditional Random Fields, etc.
This special session aims at sharing new ideas and works on models and approaches for improving over state of the art methods for signal and sequence classification and labeling tasks.

Important Dates

Paper Submission: October 24, 2011
Authors Notification: November 11, 2011
Final Paper Submission and Registration: November 25, 2011

Paper Submission

Prospective authors are invited to submit papers in any of the topics listed above.
Instructions for preparing the manuscript (in Word and Latex formats) are available at: Paper Templates
Please also check the Submission Guidelines.
Papers should be submitted electronically via the web-based submission system at: http://www.insticc.org/Primoris

Publications

All accepted papers (full, short and posters) will be published in a special section of the conference proceedings book - under an ISBN reference and on CD-ROM support - and submitted for indexation by Thomson Reuters Conference Proceedings Citation Index (ISI), INSPEC, DBLP and EI (Elsevier Index).
All papers presented at the conference venue will be available at the SciTePress Digital Library (http://www.scitepress.org/DigitalLibrary/). SciTePress is member of CrossRef (http://www.crossref.org/).

Secretariat Contacts

e-mail: icpram.secretariat@insticc.org
weblink: http://icpram.org/MLS.asp


Related Resources

ETHE Blearning 2017   Blended learning in higher education: research findings
ECCV 2018   European Conference on Computer Vision
TheWebConf 2018   The Web Conference (The International World Wide Web Conference - WWW2018)
ICPR 2018   24th International Conference on Pattern Recognition
MLDM 2018   14th International Conference on Machine Learning and Data Mining MLDM 2018
COLT 2018   Computational Learning Theory
GECCO 2018   Genetic and Evolutionary Computation Conference
CVPR 2018   Computer Vision and Pattern Recognition
IJCAI 2018   International Joint Conferences on Artificial Intelligence Organization
COLT 2018   Conference on Learning Theory