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Andrew D. Back - Research on Neural Networks, Independent Component Analysis (ICA), Input Variable Selection and Hybrid Systems

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Andrew D. Back - Research on Neural Networks, Independent Component Analysis (ICA), Input Variable Selection and Hybrid Systems | andrewback.com Reviews
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Andrew Back Home Page - Research on Neural Networks, Independent Component Analysis (ICA), Input Variable Selection. Applications to computational finance and time series analysis.
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1 software
2 input variable selection
3 IVS
4 datamining
5 data mining
6 prediction
7 ICA
8 algorithms
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10 statistical
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research,computational finance,hybrid systems,recurrent networks,support vector machines,input variable selection,classification methods,publications,book chapters,journal papers,conference papers,bibtex,software,windale technologies,conferences,biography
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Andrew D. Back - Research on Neural Networks, Independent Component Analysis (ICA), Input Variable Selection and Hybrid Systems | andrewback.com Reviews

https://andrewback.com

Andrew Back Home Page - Research on Neural Networks, Independent Component Analysis (ICA), Input Variable Selection. Applications to computational finance and time series analysis.

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Andrew D. Back - Research on Neural Networks, Independent Component Analysis (ICA), Input Variable Selection and Hybrid Systems

http://www.andrewback.com/publications.php

AD Back, Independent Component Analysis in Applied Intelligent Systems: New Directions, Series: Studies in Fuzziness and Soft Computing. J Fulcher and L. Jain (Eds), Springer-Verlag, Chapter 3, 2004. AD Back, Radial Basis Functions in Handbook of Neural Network Signal Processing. Yu Hen Hu and Jenq-Neng Hwang (Eds), CRC Press, Chapter 3, 2002. AC Tsoi, A.D. Back, M. Mozer and J. Principe, Memory Kernels, in A Field Guide to Dynamical Recurrent Networks. IEEE Transactions on Knowledge and Data Engineering.

2

Andrew D. Back - Research on Neural Networks, Independent Component Analysis (ICA), Input Variable Selection and Hybrid Systems

http://www.andrewback.com/webpapers/ica_finance/index.php

This version of the paper is for reading online and will not give good results when printed. Please download either the Postscript. Version for printing a hardcopy. If you cannot see the equations online please read these notes. International Journal of Neural Systems. Vol 8, No.5 (October, 1997). Special Issue on Data Mining in Finance.). A First Application of Independent Component Analysis. To Extracting Structure from Stock Returns. Andrew D. Back. 2-1 Hirosawa, Wako-shi, Saitama 351-0198, Japan.

3

Andrew D. Back - Research on Neural Networks, Independent Component Analysis (ICA), Input Variable Selection and Hybrid Systems

http://www.andrewback.com/webpapers/approx_hybrid

This version of the paper is for reading online. For a printed version please download the Postscript. File to obtain best results. If you cannot see the equations online please read these notes. Approximation of Hybrid Systems by Neural Networks. Andrew D. Back. Brain Information Processing Group, RIKEN, Wako-shi, Saitama, Japan. Department of Mathematics, Fudan University, Shanghai, P.R. China. This work is also related to LTSTM (long term short term memory) networks [ 12. Multiple agent control [ 9.

4

Andrew D. Back - Research on Neural Networks, Independent Component Analysis (ICA), Input Variable Selection and Hybrid Systems

http://www.andrewback.com/adback_bio.php

At the Institute of Physical and Chemical Research (RIKEN Brain Science Institute) in Japan from 1996 to 1999. In 1999 he joined a private company developing models used in the wholesale trading of electricity. More recently, Dr. Back founded a mathematical software company Windale Technologies.

5

Andrew D. Back - Research on Neural Networks, Independent Component Analysis (ICA), Input Variable Selection and Hybrid Systems

http://www.andrewback.com/nips94ws

Neural Networks for Nonlinear Signal Processing. Andrew D. Back. Department of Electrical and Computer Engineering,. University of Queensland,. Brisbane, Qld 4072. Australia. Eric A. Wan. Department of Electrical Engineering and Applied Physics. Oregon Graduate Institute of Science and Technology. PO Box 91000, Portland, Oregon, 97291. USA. A Postscript summary of workshop. Is available for downloading. Computational Capabilities of Local-Feedback Recurrent Networks. University of Florence, Italy.

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Research who is who ?

http://www.neural-network-prediction.com/who_is_who_neural_forecasting.htm

Research who is who? Sven F. Crone. Tel 44.1524.592991. Fax 44.1524.844885. EMail sven dot crone (at). Who are the researchers currently influencing research and application on neural forecasting? Http:/ www.gsu.edu/ dscgpz/index.html. Sven F. Crone. He is also webmasterr for this portal. Http:/ www.sven-crone.com. Your information could be provided here! Please send us your details! Http:/ www.you.com. Please send in your info in order to be evaluated and included . Past president of the IIF, Robert has...

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Neural Networks and Knowledge Modeling Experts

http://www.makhfi.com/experts.htm

AI in Real World. This page is to honor Experts in the field. The names are listed alphabetically,. Along with their areas of expertise and contact Information. This list is by no means exhaustive, and will always be a work in progress. We apologize in advance from all great minds that were left out and encourage you to contact us. If you know of any. Prof William W. Armstrong. Prof Lotfi A Zadeh. Prof George G. Lendaris. Prof John G Taylor. Dr Paul J. Werbos. Voice Recognition and Signal Processing.

forecasting-consulting.com forecasting-consulting.com

Research who is who ?

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Research who is who? Sven F. Crone. Tel 44.1524.592991. Fax 44.1524.844885. EMail sven dot crone (at). Who are the researchers currently influencing research and application on neural forecasting? Http:/ www.gsu.edu/ dscgpz/index.html. Sven F. Crone. He is also webmasterr for this portal. Http:/ www.sven-crone.com. Your information could be provided here! Please send us your details! Http:/ www.you.com. Please send in your info in order to be evaluated and included . Past president of the IIF, Robert has...

clgiles.ist.psu.edu clgiles.ist.psu.edu

C. Lee Giles: Students and Collaborators

http://clgiles.ist.psu.edu/collaborators.shtml

Dr C Lee Giles. Students, former students and collaborators (coauthor list) :. Penn State Ph.D. Have an impressive academic legacy. Which includes 2 Nobel laureates (Heisenberg and Bloch) and promiment mathematicans such as Euler, Fourier, Gauss, Lagrange, Laplace, Leibniz, Lipschtiz, Poisson, and others. Whose Ph.D. dissertation or Master's thesis I advised. At the Pennsylvania State University. Who attends or attended the Pennsylvania State University. Denotes other current or former students. Professo...

windale.com windale.com

Option Trading, Analysis Pricing ActiveX Software .NET Components, Principal Component Analysis

http://windale.com/publications.php3

In this section we provide technical articles, whitepapers and links to further resources. We also provide links to the full publications and relevant web sites. A First Application of Independent Component Analysis to Extracting Structure from Stock Returns. Andrew D. Back and Andreas S. Weigend. Input Variable Selection Using Independent Component Analysis and Higher Order Statistics. Andrew D. Back, Andrzej Cichocki and Thomas P. Trappenberg. Andrew D. Back and Thomas P. Trappenberg. Andrew D. Back.

neural-forecasting.com neural-forecasting.com

Research who is who ?

http://www.neural-forecasting.com/who_is_who_neural_forecasting.htm

Research who is who? Sven F. Crone. Tel 44.1524.592991. Fax 44.1524.844885. EMail sven dot crone (at). Who are the researchers currently influencing research and application on neural forecasting? Http:/ www.gsu.edu/ dscgpz/index.html. Sven F. Crone. He is also webmasterr for this portal. Http:/ www.sven-crone.com. Your information could be provided here! Please send us your details! Http:/ www.you.com. Please send in your info in order to be evaluated and included . Past president of the IIF, Robert has...

forecasting-laboratory.com forecasting-laboratory.com

Research who is who ?

http://www.forecasting-laboratory.com/who_is_who_neural_forecasting.htm

Research who is who? Sven F. Crone. Tel 44.1524.592991. Fax 44.1524.844885. EMail sven dot crone (at). Who are the researchers currently influencing research and application on neural forecasting? Http:/ www.gsu.edu/ dscgpz/index.html. Sven F. Crone. He is also webmasterr for this portal. Http:/ www.sven-crone.com. Your information could be provided here! Please send us your details! Http:/ www.you.com. Please send in your info in order to be evaluated and included . Past president of the IIF, Robert has...

forecasting-courses.com forecasting-courses.com

Research who is who ?

http://www.forecasting-courses.com/who_is_who_neural_forecasting.htm

Research who is who? Sven F. Crone. Tel 44.1524.592991. Fax 44.1524.844885. EMail sven dot crone (at). Who are the researchers currently influencing research and application on neural forecasting? Http:/ www.gsu.edu/ dscgpz/index.html. Sven F. Crone. He is also webmasterr for this portal. Http:/ www.sven-crone.com. Your information could be provided here! Please send us your details! Http:/ www.you.com. Please send in your info in order to be evaluated and included . Past president of the IIF, Robert has...

forecasting-support.com forecasting-support.com

Research who is who ?

http://www.forecasting-support.com/who_is_who_neural_forecasting.htm

Research who is who? Sven F. Crone. Tel 44.1524.592991. Fax 44.1524.844885. EMail sven dot crone (at). Who are the researchers currently influencing research and application on neural forecasting? Http:/ www.gsu.edu/ dscgpz/index.html. Sven F. Crone. He is also webmasterr for this portal. Http:/ www.sven-crone.com. Your information could be provided here! Please send us your details! Http:/ www.you.com. Please send in your info in order to be evaluated and included . Past president of the IIF, Robert has...

neural-prediction.com neural-prediction.com

Research who is who ?

http://www.neural-prediction.com/who_is_who_neural_forecasting.htm

Research who is who? Sven F. Crone. Tel 44.1524.592991. Fax 44.1524.844885. EMail sven dot crone (at). Who are the researchers currently influencing research and application on neural forecasting? Http:/ www.gsu.edu/ dscgpz/index.html. Sven F. Crone. He is also webmasterr for this portal. Http:/ www.sven-crone.com. Your information could be provided here! Please send us your details! Http:/ www.you.com. Please send in your info in order to be evaluated and included . Past president of the IIF, Robert has...

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Andrew D. Back - Research on Neural Networks, Independent Component Analysis (ICA), Input Variable Selection and Hybrid Systems

I am interested in developing solutions for analysing. I have a degrees in engineering including a PhD which involved developing new nonlinear models for time series prediction, nonlinear modeling and control. I have a fairly extensive background in academic research, having worked in University of Queensland (Australia), RIKEN (Japan), NEC Research Institute (USA) and DSTO (Australia). I have obtained results in the. Approximation of hybrid systems by recurrent networks,. For signal classification and i...

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