posted by user: allonnes || 7285 views || tracked by 23 users: [display]

EAIS 2011 : 2011 IEEE Workshop on Evolving and Adaptive Intelligent Systems


When Apr 11, 2011 - Apr 15, 2011
Where Paris, France
Submission Deadline Oct 31, 2010
Notification Due Nov 30, 2010
Final Version Due Jan 15, 2011
Categories    computational intelligence   artificial intelligence

Call For Papers

Part of IEEE Symposium Series on Computational Intelligence 2011

The true intelligent systems should be dynamically evolving and be able to adapt and learn. The concept of evolving intelligent systems was established recently as a 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. 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 evolving and adaptive intelligent systems. EAIS'11 continues the tradition set by the previous forums (EFS'06, GEFS'08, ESDIS'09, EIS'10) and is supported and organised by the Adaptive and Evolving Fuzzy Systems (AEFS) Task Force, FSTC, CIS, IEEE.


* New Adaptive and Evolving Learning Methods
o Stability, Robustness, Unlearning Effects
o Structure Flexibility and Robustness in Evolving Systems
o Evolving in Dynamic Environments
o Drift and Shift in Data Streams
o Self-monitoring Evolving Systems
o Evolving Decision Systems
o Evolving Perceptions
o Self-organising Systems
o Neural Networks with Evolving Structure
o Non-stationary Time Series Prediction with Evolving Systems
o Automatic Novelty Detection in Evolving Systems
o On-Line Identification of Fuzzy Systems
o Evolving Neuro-fuzzy Systems
o Evolving Fuzzy Clustering Methods
o Evolving Fuzzy Rule-based Classifiers
o Evolving Regression-based Classifiers
o Evolving Intelligent Systems for Time Series Prediction
o Evolving Intelligent System State Monitoring and Prognostics
* Methods
o Evolving Intelligent Controllers
o Evolving Fuzzy Decision Support Systems
o Evolving Consumer Behaviour Models
* Real-world application
o Robotics
o Control Systems
o Industrial Applications
o Data Mining and Knowledge Discovery
o Intelligent Transport
o Bio-Informatics
o Defence

Symposium Co-Chairs

Plamen Angelov, Lancaster University, UK
Dimitar Filev, Ford, USA
Nikola Kasabov, Aukland University of Technology, New Zealand

Program Committee

Adel Alimi
Plamen Angelov (Chair)
Jose Rubio Avila
Richard Duro
Panagiotis Chountas
Damien Coyle
Dimitar Filev (co-Chair)
Mario Gongora
Fernando Gomide
Antonio Medina Hernandez
Jose Iglesias
Janusz Kacprzyk
Petr Kadlec
Ilhem Kallel
Nik Kasabov (co-Chair)
Vitaliy Kolodyazhniy
Andre Lemos
Zsofia Lendek
Edwin Lughofer
Witold Pedrycz
Fernando Pouzols
Ignacio Rojas
Joao Sousa
Gancho Vachkov
Ronald Yager
Xiaojun Zeng

Related Resources

ICDM 2021   21st IEEE International Conference on Data Mining
IARCE 2021-Ei Compendex & Scopus 2021   2021 5th International Conference on Industrial Automation, Robotics and Control Engineering (IARCE 2021)
CFMAI 2021   2021 3rd International Conference on Frontiers of Mathematics and Artificial Intelligence (CFMAI 2021)
SI: Adaptive HAR in smart spaces 2022   Special issue : Adaptive Human Activity and Behaviour Recognition Models for Context Awareness in Intelligent Environments
SI: Advanced Technology for IE 2022   Special Issue: Secure and Advanced Technology for Intelligent Environments
EI-ISoIRS 2021   2021 2nd International Symposium on Intelligent Robotics and Systems (ISoIRS 2021)
UVS-Oman 2022   The 2nd International Conference on Unmanned Vehicle Systems (UVS-Oman 2022) - IEEE
JCRAI 2021   2021 International Joint Conference on Robotics and Artificial Intelligence (JCRAI 2021)
ISCSIC 2021   2021 5th International Symposium on Computer Science and Intelligent Control
SI: IE for Health and Well-being 2022   Special issue: Intelligent Environments for Health and Well-being