International Conference on Computational Learning for Aerospace 2011 (ICCLA 2011)
10-13 January 2011
Biopolis, Singapore

Web-site: http://www.iccla.org/


The conference addresses development of novel computational learning techniques for the analysis/application in aerospace and related industries. The goal is to identify prominent areas within the domain of aerospace where developments in computational learning can improve on current techniques and/or answer new interesting questions. The conference will bring together researchers from machine learning, data mining, optimization, and other computational learning topics, as well as researchers and engineers from industry to discuss problems in aerospace where computational learning may provide an edge over existing approaches. The conference also aims to promote discussion on recent progresses and challenges as well as on methodological issues and applied research problems. The em- phasis will be on practical problem solving involving novel algorithmic approaches.


Call For Papers:

Prospective authors are cordially invited to submit high-quality papers to ICCLA 2011. Accepted papers will be published in the conference proceedings. The conference topics include, but not limited to:

Methodologies:

* Intelligent Agents
* Bayesian and Generative Modeling
* Reinforcement Learning
* Kernel Methods
* Support Vector Machines
* Evolutionary Computing
* Memetic Computing
* Swarm Intelligent
* Neural Networks
* Boosting
* Multi-view/Multi-task Learning
* Probabilistic Methods
* Numerical Optimization Methods
* Diagnostic and Fault Isolation
* Decision-making Under Uncertainty
* Validation, Verification, and Metrics
* Supervised and Unsupervised Learning
* Real-time Machine Learning
* Response Surface Modeling

Applications:

* Diagnostics and Prognostics of Aircraft Systems
* Surface Reconstruction
* Anomaly Detection from Aerospace Vehicle Data
* Physics-of-failure Modeling
* Classification in Large Sky Surveys
* Text Mining in Aerospace Information Systems
* Privacy and Security Issues in Aerospace Data
* Robotic Telescopes
* Supervised and Unsupervised Learning in Astro-physics
* Predictive Maintenance
* Aircraft Safety
* Adaptive Robotic Finishing
* Combustion Instability
* Radar
* Sensor Network
* Adaptive Monitoring of Aerospace Systems
* Prognostic Health Management
* Risk Management in Space Missions
* MRO Logistics, Strategy, and Regulatory


Paper Submission:

Manuscripts should be prepared according to the standard format of LNCS papers and be restricted to a maximum of 12 pages for full paper or 6 pages for poster. All accepted papers will appear in the conference proceedings by Springer publisher. Please follow instruction on the submission page at the conference's website http://www.iccla.org/


Important Dates:

Paper Submission: Aug 23, 2010
Decision Notification: Sep 23, 2010
Special Session/Tutorial/Workshop Proposals: Sep 1, 2010
Camera-ready Submission: Oct 7, 2010


General Chair:
Dr. David R. Hardoon, SAS, Singapore
Dr. Ivor Tsang Wai Hung, Nanyang Technological University, Singapore

Conference chairs:
Dr. Ong Yew Soon, Nanyang Technological University, Singapore
Dr. Lim Meng Hiot, Nanyang Technological University, Singapore
Dr. Emilio Parrado-Hernandez, University Carlos III of Madrid, Spain
Dr. Daisuke Sasaki, Tohoku University, Japan

Program Chairs:
Dr. Zhang Jie, Nanyang Technological University, Singapore
Dr. Li Xiang, SIMTech, Singapore
Dr. Song Wenbin, Shanghai Jiao Tong University, China
Dr. Partha S. Dutta, Rolls-Royce, Singapore

Finance Chair
Dr. Sintiani Dewi Teddy, Institute for Infocomm Research, Singapore
Dr. Cao Qi, Institute for Infocomm Research, Singapore

Publication & Publicity Chairs
Dr. Markus Kirchberg, Institute for Infocomm Research, Singapore
Dr. Dudy Lim, Nanyang Technological University, Singapore
Dr. Daisuke Sasaki, Tohoku University, Japan

Tutorial Chair
Dr. Li Xiaoli, Institute for Infocomm Research, Singapore

Registration & Competition Chair
Dr. James Cheng, Nanyang Technological University, Singapore
Dr. Ke Yiping, Nanyang Technological University, Singapore

Webmaster:
Kan Ee May, Nanyang Technological University, Singapore

Sponsoring Bodies:
Nanyang Technological University
Boeing Phantom Works
PASCAL Network of Excellence
Global COE program at Institute of Fluid Science, Tohoku University
Memetic Computing Society
IEEE Singapore - CIS Chapter
SIMTech Singapore