EIS’10 2010 - International Symposium on Evolving Intelligent Systems (EIS’10)

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Category EIS’10 2010

Deadline: January 05, 2010 | Date: March 29, 2010

Venue/Country: De Montfort University, U.K.

Updated: 2010-06-04 19:32:22 (GMT+9)

Call For Papers - CFP

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

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:

Paper submission Deadline 5 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)

Edwin Lughofer

Witold Pedrycz

Gancho Vachkov

Ronald Yager

Xiaojun Zeng