International Symposium on
Evolving Intelligent Systems (EIS’10)
in
the framework of the The 2010 Annual Convention
of the
Society for Study of Artificial
Intelligence and Simulation of Behaviour (AISB’10)
29th March – 1st
April, 2010
De Montfort University, Leicester, UK
Scope:
The newly
established concept
of evolving intelligent systems (eIS)
is a result of the synergy between conventional systems, neural
networks and
fuzzy systems as structures for information representation and real
time methods for machine learning. This emerging area
targets non-stationary processes by developing novel on-line learning
methods
and computationally efficient algorithms for real-time applications.
One of the important research challenges
today is to develop methodologies, concepts, algorithms and techniques
towards
the design of intelligent systems with a higher level of flexibility
and
autonomy, so that the systems can evolve their structure and knowledge
of the
environment and ultimately – evolve their intelligence. To
address the problems
of modelling, control, prediction, classification and data processing
in a
dynamically changing and evolving environment, a system must be able to
fully
adapt its structure and adjust its parameters, rather than use a
pre-trained
and a fixed structure. That is, the system must be able to evolve, to
self-develop, to self-organize, to self-evaluate and to self-improve.
Wireless
sensor networks, assisted ambient intelligence, embedded soft computing
diagnostics and prognostics algorithms, intelligent agents, smart
evolving sensors;
autonomous robotic systems etc. are some of the natural implementation
areas of
eIS as a realistic and practical tool for design of real time
intelligent
systems.
EIS’10
continues the tradition set by the previous forums (EFS’06, GEFS’08, and ESDIS’09) dedicated to serving the needs of academics and practitioners in
computational intelligence focusing on evolving and self-adaptive
systems. It
will also be supported and organised by the Adaptive Fuzzy Systems Task
Force,
FSTC, CIS, IEEE. The objective of EIS’10 is to
facilitate the promotion of novel
problems, research, results and future directions in the emerging area
of eIS. EIS’10
will provide an opportunity to meet old friends, making new contacts
and
exchange ideas as well as to establish links with other related areas
in the AISB’10
grand event.
Topics
of interest:
The Symposium
programme (without being
limited to) will focus on:
Methodology
- New Adaptive and
Evolving Learning Methods
- Stability, Robustness, Unlearning Effects
- Structure Flexibility and Robustness in Evolving Systems
- Evolving in Dynamic Environments
- Drift and Shift in Data Streams
- Self-monitoring Evolving Systems
- Evolving Decision Systems
- Evolving Perceptions
- Self-organising Systems
- Neural Networks with Evolving Structure
- Non-stationary Time Series Prediction with Evolving Systems
- Automatic Novelty Detection in Evolving Systems
- On-Line Identification of Fuzzy
Systems
- Evolving Neuro-fuzzy Systems
- Evolving Fuzzy
Clustering Methods
- Evolving Fuzzy
Rule-based Classifiers
- Evolving
Regression-based Classifiers
- Evolving
Intelligent Systems for Time Series Prediction
- Evolving
Intelligent
System
State
Monitoring and Prognostics Methods
- Evolving
Intelligent Controllers
- Evolving Fuzzy
Decision Support Systems
- Evolving Consumer
Behaviour Models
Real-world
application
- Robotics
- Control Systems
- Industrial Applications
- Data Mining and Knowledge
Discovery
- Intelligent Transport
- Bio-Informatics
- Defence
Submission
requirements:
Full papers - 6 pages IEEE style
- Short papers - 4 pages IEEE style
- Extended abstracts - 2 pages IEEE style
Papers are to be submitted through te EasyChair submission system: following the link by pressing here for AISB 2010.
All accepted papers will be published
in the Proceedings and selected authors will be
invited to submit extended papers for a special issue of the Springer journal Evolving
Systems
Important
Dates:
-
Titale and authors list as soon as possible
- Paper
submission Deadline 31 January 2010
- Notifications send
to the authors
11 February 2010
- Camera-ready copies
due
1 March 2010
- Symposium 31 March – 1 April 2010
Programme
Committee:
Plamen Angelov
(Chair)
José
de Jesús Rubio Avila
Rosangela
Ballini
Hamid
Bouchachia
Arthur
Dexter
Dimitar
Filev (co-Chair)
Fernando
Gomide
Hani
Hagras
Janusz
Kacprzyk
Nik Kasabov
(co-Chair)
Vitaliy Kolodyazhniy
Edwin
Lughofer
Witold
Pedrycz
Gancho
Vachkov
Ronald
Yager
Xiaojun
Zeng