IFSA 2007 Wo=
rld
Congress
SPECIAL
SESSION: 7SS
Perception Based Data
Mining and Decision Making
ORGANIZERS:
I. Batyrshin
Mexic=
an Petroleum
E-mail: batyr1@gmail.com
Phone:
+52-55-9175-8216
J. Ka=
cprzyk
Systems Research Institute=
Polish
E-mail: kacprzyk@ibspan.waw.pl
Phone: + (48) (22) 836 44 14
R. Ya=
ger
Machine Intelligence Insti=
tute
Iona College, USA
E=
-mail: ryager@iona.edu
SCOPE=
: Computing with words and perceptions (CWP)
gives a new methodology for development of knowledge based decision making
systems. In many problem areas such as economics, finance, meteorology,
geophysics, Internet etc human decision making is based on expert knowledge
given by perceptions defined on data bases domains. For supporting percepti=
on
based decision making procedures in problems related with analysis of data =
bases
it is necessary to develop the methods of perception based data mining (PDM)
and specifically perception based time series data mining when perceptions =
are
defined on time series data bases domains. These methods can integrate the =
models
and methods proposed in CWP, fuzzy expert systems, fuzzy data mining,
computational linguistics, data mining and time series analysis.
The g=
oal of
the special session is to discuss theoretical results and experie=
nce
in development of perception based decision making systems defined on data
bases domains and to determine unsolved problems and perspective directions=
of
research in this area.
The contributions
considering the following and related topics are welcomed:
-&nb=
sp;
perception based knowle=
dge and
data bases;
-&nb=
sp;
perception based decisi=
on
making in data bases;
-&nb=
sp;
preci=
siation of perceptions;
-&nb=
sp;
aggregation and propaga=
tion
of perception based constraints;
-&nb=
sp;
grammars for generation=
of
perceptions and queries;
-&nb=
sp;
ontology of perceptions=
;
-&nb=
sp;
linguistic association
rules;
-&nb=
sp;
association rules with =
perception
based frequencies, support and confidence measures;
-&nb=
sp;
perception based constr=
aints
and rules with temporal and spatial relations;
-&nb=
sp;
perception based
correlation rules and local trend associations;
-&nb=
sp;
relationships between a=
ssociation
rules and inference rules;
-&nb=
sp;
PDM in supplementation =
of expert
knowledgebase;
-&nb=
sp;
linguistic summarizatio=
n;
-&nb=
sp;
linguistic retranslatio=
n;
-&nb=
sp;
perce=
ption based forecasting.
The
papers accepted for the session will be published in the conference
proceedings. The authors of selected papers will be invited to prepare exte=
nded
versions of their papers for publishing in a special issue of prestigious inter=
national
journal and in edited volume
published by Springer.
CONTACT PERSON:
Dr. Prof. Ildar Batyrshin
Research Program in App=
lied
Mathematics and Computing (PIMAyC)
Mexic=
an
Petroleum Institute
Eje Cent=
ral
Norte Lazaro Cardenas 152, Col. San Bart=
olo
Atepehuacan,
07730, Mexico, D.F., Mexico
Tel.: +52-(55)-9175-8216
Fax: +52-(55)-9175-7463
E-mail: &=
nbsp;
batyr1@gmail.com