[UAI] PGM2012 Call for participation

2012-07-26 Thread Manuel Gómez Olmedo

==

 The sixth European Workshop on Probabilistic Graphical Models
PGM'12

Call For Participation

   Granada, Spain
September 19-21, 2012
   http://leo.ugr.es/pgm2012/


==


The European Workshop on Probabilistic Graphical Models (PGM) is a
biennial workshop that aims to bring together people interested in
probabilistic graphical models and provides a forum for discussion of
the latest research developments in this field.  The first PGM workshop
was first held in Cuenca, Spain, in 2002, followed by workshops in
Leiden (2004), Prague (2006), Hirtshals (2008) and Helsinki (2010). The 
fifth PGM

workshop will be held in Helsinki, Finland, September 13-15, 2010.


The sixth PGM workshop will be held in Granada, Spain, September
19-21, 2012. Granada is located at the south of Spain near the coast and 
Sierra

Nevada mountains. Granada is the city of the Alhambra.


Workshop Information:
=

* Deadline for early registration is Wednesday August 8
* Registration is open at http://leo.ugr.es/pgm2012/registration.php
* Invited speakers: http://leo.ugr.es/pgm2012/invitedspeakers.php
* List of accepted papers: http://leo.ugr.es/pgm2012/accepted-papers.php
* Outline (preliminary): http://leo.ugr.es/pgm2012/outline.php
* Social events: http://leo.ugr.es/pgm2012/social-events.php


Workshop Organization:
==

Program Co-Chairs:
Andrés Cano, University of Granada, Spain
Manuel Gómez-Olmedo, University of Granada, Spain
Thomas D. Nielsen, Aalborg University, Denmark.

The workshop is organized by members of the department of Computer 
Science and Artificial Intelligence

of the University of Granada, Spain.

Email: pgm2...@decsai.ugr.es


Workshop Details:
=

The aim of the workshop is to bring together people interested in 
probabilistic graphical models
and provide a forum for discussion of the latest research developments 
in this field. The workshop
is organized so as to facilitate discussions and collaboration among the 
participants also outside
the workshop sessions. To facilitate the spreading of research results 
and promote interactions
among the participants, parallel sessions will be avoided and the 
workshop will be organized

around a single thread of plenary and posters sessions.

We welcome theoretical and applied contributions related to the 
following topics:


- Principles of Bayesian (belief) networks, chain graphs, decision 
networks, influence diagrams,

  and other probabilistic graphical models (PGMs).
- Information processing in PGMs (exact and approximate inference).
- Learning and data mining in the context of PGMs: machine learning 
approaches, statistical testing

  and search methods, MCMC simulation.
- Exploitation of results from related disciplines for the construction 
of PGMs, e.g., statistics, information
  theory, optimization, decision making under uncertainty, multivariate 
statistical analysis.

- Software systems based on PGMs.
- Application of PGMs to real-world problems.

--
Manuel Gomez Olmedo
e-mail: mgo...@decsai.ugr.es
Dpto. de Ciencias de la Computacion e Inteligencia Artificial
E.T.S. Ingenierias Informatica y de Telecomunicacion
Universidad de Granada Tel.: +34 958 246143
18071 - GRANADA (Spain) Fax: +34 958 243317

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[UAI] ECML PKDD 2012 - Call for Participation - Early Registration: July 31

2012-07-26 Thread Grigorios Tsoumakas


*** ECML PKDD 2012 *** CALL FOR PARTICIPATION *** EARLY REGISTRATION: 
JULY 31 ***


The European Conference on Machine Learning and Principles and Practice 
of Knowledge Discovery in Databases (ECML-PKDD) will take place in 
Bristol, UK from September 24th to 28th, 2012.


ECML-PKDD is the prime European scientific event in machine learning and 
data mining. It will feature presentations of contributed papers and 
invited speakers, a wide program of workshops and tutorials on the first 
and last days, a discovery challenge, and a DINe track with demo, 
industry, and 'nectar' talks.


http://www.ecmlpkdd2012.net/programme/keynote-talks/
http://www.ecmlpkdd2012.net/programme/workshops/
http://www.ecmlpkdd2012.net/programme/tutorials/

The list of accepted research track papers can be accessed at 
http://ecmlpkdd2012.webfactional.com/ .


The early registration deadline with reduced registration fee is July 
31st, 2012.


Accommodation is booked directly with the hotels: reduced rates are 
available on a first-come-first-serve basis, so please act now to avoid 
disappointment!


http://www.ecmlpkdd2012.net/attending/registration/
http://www.ecmlpkdd2012.net/attending/hotels/

We look forward to welcoming you in Bristol this September.

Peter Flach, Tijl De Bie and Nello Cristianini, University of Bristol
ECML-PKDD 2012 General and Programme Chairs
ecmlpkdd2...@cs.bris.ac.uk

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[UAI] URSW 2012: Call for Papers

2012-07-26 Thread Matthias Nickles
*** 
CALL FOR PAPERS 

8th International Workshop on 
Uncertainty Reasoning for the Semantic Web (URSW 2012)
http://c4i.gmu.edu/ursw/2012

In conjunction with the 
11th International Semantic Web Conference (ISWC 2012) 

Boston, USA
November 11-12, 2012
*** 

You are invited to participate in the upcoming workshop on Uncertainty
Reasoning for the Semantic Web (URSW), to be held as part of the 11th
International Semantic Web Conference (ISWC) in November of 2012 at the
Boston Park Plaza Hotel  Towers, USA.

ISWC is a major international forum for presenting visionary research on all
aspects of the Semantic Web. The Uncertainty Reasoning Workshop is an
exciting opportunity for collaboration and cross-fertilization between the
uncertainty reasoning community and the Semantic Web community. 

Effective methods for reasoning under uncertainty are vital for realizing
many aspects of the Semantic Web vision, but the ability of
current-generation web technology to handle uncertainty is extremely
limited. Recently, there has been a groundswell of demand for uncertainty
reasoning technology among Semantic Web researchers and developers.

This surge of interest creates a unique opening to bring together two
communities with a clear commonality of interest but limited history of
interaction. By capitalizing on this opportunity, URSW could spark dramatic
progress toward realizing the Semantic Web vision. 

AUDIENCE 

The intended audience for this workshop includes the following: 
- Researchers in uncertainty reasoning technologies with interest in
Semantic Web and Web-related technologies;
- Semantic web developers and researchers;
- People in the knowledge representation community with interest in the
Semantic Web.
- Ontology researchers and ontological engineers;
- Web services researchers and developers with interest in the Semantic Web;
- Developers of tools designed to support semantic web implementation, e.g.,
Jena developers, Protégé developers, OWL-API developers.

TOPIC LIST 

We intend to have an open discussion on any topic relevant to the general
subject of uncertainty in the Semantic Web (including fuzzy theory,
probability theory, and other approaches). Therefore, the following list
should be just an initial guide.
- Syntax and semantics for extensions to Semantic Web languages to enable
representation of uncertainty;
- Logical formalisms to support uncertainty in Semantic Web languages;
- Probability theory as a means of assessing the likelihood that terms in
different ontologies refer to the same or similar concepts;
- Architectures for applying plausible reasoning to the problem of ontology
mapping;
- Using fuzzy approaches to deal with imprecise concepts within ontologies;
- The concept of a probabilistic ontology and its relevance to the Semantic
Web;
- Best practices for representing uncertain, incomplete, ambiguous, or
controversial information in the Semantic Web;
- The role of uncertainty as it relates to Web services;
- Interface protocols with support for uncertainty as a means to improve
interoperability among Web services;
- Uncertainty reasoning techniques applied to trust issues in the Semantic
Web;
- Existing implementations of uncertainty reasoning tools in the context of
the Semantic Web;
- Issues and techniques for integrating tools for representing and reasoning
with uncertainty;
- The future of uncertainty reasoning for the Semantic Web.

IMPORTANT DATES 

July 31, 2012     Paper submissions due
August 21 Paper acceptance notification
September 10  Camera-ready papers due
November 11-12    URSW 2012

SUBMISSION DETAILS 

The URSW workshop will be accepting submissions of technical papers and
position papers. Each submission will be evaluated for acceptability by at
least three members of the Program Committee. Decisions about acceptance
will be based on relevance to the above topic list, originality, potential
significance, topicality, and clarity. Since all accepted papers will be
presented at the workshop, we require that at least one of the submitting
authors must be a registered participant at the ISWC 2012 conference, and
committed to attend the URSW workshop.

Submissions to the workshop are only accepted in electronic format and
should be sent via the workshop’s submission site:
https://www.easychair.org/account/signin.cgi?conf=ursw2012. Papers must be
formatted in the style of the Springer publications format for Lecture Notes
in Computer Science (LNCS). This is the very same format adopted by the ISWC
2011. For complete details, see Springer’s Author Instructions
(http://www.springer.com/computer/lncs?SGWID=0-164-6-793341-0).

Technical papers submitted to the URSW Workshop must not exceed 12 pages,
including figures. Submissions exceeding this limit will not be reviewed.
Position papers consist of a summary of ideas, projects, or any research
efforts