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Category:   E-CFP
Subject:   Extreme Learning Machines (ELM2012), Singapore
Email:   cambria_(on)_nus.edu.sg
Date received:   09 Jan 2012
Deadline:   01 Jun 2012
Start date:   11 Dec 2012

Apologies for cross-posting. Submissions are invited for the 2012 International Symposium on Extreme Learning Machines (ELM) to be held in Singapore from 11th to 13th December. ABSTRACT Extreme Learning Machines (ELM) provide efficient unified solutions to generalized feedforward networks including but not limited to feedforward neural networks and kernel learning. ELM possesses unique features to deal with regression and (multi-class) classification tasks. Consequently, ELM offers significant advantages such as fast learning speed, ease of implementation, and least human intervene. ELM has good potential as a viable alternative technique for large-scale computing and artificial intelligence. Organized by EXQUISITUS, Centre for E-City, School of Electrical and Electronic Engineering, Nanyang Technological University, ELM2012 will be held in the beautiful island-country of Singapore. This symposium will provide a forum for academics, researchers and engineers to share and exchange R&D experience on both theoretical studies and practical applications of the ELM technique. All accepted papers presented in this symposium will be published in special issues of reputable ISI indexed international journals. Potential journals include: Information Sciences, Neurocomputing, Soft Computing, and Neural Computing and Applications. No additional symposium proceedings are provided. TOPICS All the submissions must be related to ELM technique. Topics of interest include but are not limited to: Theories  Universal approximation and convergence  Robustness and stability analysis Algorithms  Real-time learning/reasoning  Sequential and incremental learning  Kernel based algorithms Applications  Time series prediction  Pattern recognition  Web applications  Biometrics  Bioinformatics  Power systems  Control engineering  Security  Compression  Human computer interface  Imbalanced data processing  Data analytics  Super/ultra large-scale data processing TIMEFRAME June 1st, 2012: Paper submission deadline October 15th, 2012: Registration deadline September 1st, 2012: Notification of acceptance December 11-13th, 2012: Conference dates SUBMISSIONS Only full-length manuscripts with at least submission entry quality of good journals will be considered for presentation at this symposium. All the submissions will go through rigorous peer review. Details on manuscript submission will be given online at http://extreme-learning-machines.org and http://sentic.net/2012/01/09/elm by February 15th, 2012. ___________________________ Erik Cambria ??? Research Scientist Cognitive Science Programme Tel: +65 6516 5752 Web: http://sentic.net Email: cambria_(at)_nus.edu.sg Twitter: http://twitter.com/senticnet Facebook: http://facebook.com/senticnet Temasek Laboratories National University of Singapore 5A Engineering Drive 1, Singapore 117411 __________________________________________ - ELSNET mailing list Elsnet-list_(at)_elsnet.org - To manage your subscription go to: http://mailman.elsnet.org/mailman/listinfo/elsnet-list

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