CALL for PAPERS and PARTICIPATION
Fourth Workshop on
Learning with Logics and Logics for Learning
(LLLL, L4)
June 5 and/or 6
Collocated with the 20th Annual Conference of the Japanese Scociety for Artificial Intelligence (June 7-9, 2006)
The
announcement of other collocated workshops is here.
The LLLL homepage is here.
The
workshop program is here.
Logic
is a fundamental and useful representation method in Artificial
Intelligence. In the area of Machine Learning, various types of
computational logic, such as logic programs, first-order logic,
description logic, higher-order logic, have been used for
representing knowledge obtained with various types of learning
mechanisms including identification in the limit, PAC learning,
on-line learning, EXACT learning, machine discovery, and learning
based on Bayesian networks. On the other hand, machine learning
procedures are used in giving semantics to logic and foundations of
some procedures in mathematics.
This
workshop is proposed to bring together researchers who are interested
in both of the areas of machine learning and computational logic, and
to have intensive discussions on various relations between the two
with making their interchange more active.
Potential (but not exclusive) topics include :
Learning
and knowledge discovery using logics
Algorithmic
aspects of learning based on logics
Logics
for machine learning and knowledge discovery
Logics
using machine learning
Machine
learning as a foundation of mathematics/mathematical procedures
Amalgamation
of logic-based learning and statistical/information theoretical learning
Learning
and knowledge discovery from relational data
Learning
and knowledge discovery from structured/semi-structured data
Learning
and knowledge discovery from real-valued data
Deadline
of (first) paper submission: Extended !!! March 25, 2006
Notification
of Acceptance: April 10, 2006
Deadline
of camera ready submission: April 21, 2006
Workshop
date: June 5 (Monday) and/or 6 (Tuesday), 2006
Workshop
site: Tower
Hall Funabori, Edogawa, Tokyo JAPAN
Workshop
organizers : Akihiro
Yamamoto (Kyoto University)
Kouichi
Hirata (Kyushu Institute of Technology)
Ken
Satoh (National Institute of Informatics)
Program
Committee : Yoji
Akama (Tohoku University, Japan)
Marta Arias (Columbia University, USA)
Hiroki Arimura (Hokkaido University, Japan)
Kouichi Hirata (Kyushu Institute of Technology, Japan)
Eiju Hirowatari(The University of Kitakyushu, Japan)
Tamas Horvath (Fraunhofer Institute, Germany)
Katsumi Inoue (National Institute of Informatics, Japan)
Roni Khardon
(Tufts University, USA)
Eric Martin (University of New South Wales, Australia)
Shin-ichi Minato (Hokkaido University, Japan)
Tetsuhiro Miyahara (Hiroshima City University, Japan)
Luc de Raedt (University of Freiburg, Germany)
M.R.K. Krishna Rao (King Fahd University of Petroleum and Minerals,
Saudi Arabia)
Taisuke Sato (Tokyo Institute of Technology, Japan)
Ken Satoh (National Institute of Informatics, Japan)
Joe Suzuki (Osaka University, Japan)
Gyorgy Turan (University of Illinois at Chicago, USA)
Hiroaki Watanabe(Imperial College London, UK)
Akihiro Yamamoto (Kyoto University, Japan)
Email
: akihiro (at) i.kyoto-u.ac.jp /* Please replace (at) with @ */
Phone: +81 75
753 5995
Fax: +81 75 753 5628