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1-10 of 187 Reviews about "
Connectionism And Neural Nets (I.2.6...)
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Date Reviewed
Process neural networks: theory and applications
He X., Xu S., Springer Publishing Company, Incorporated, New York, NY, 2010. 240 pp. Type: Book
This book was originally published in Chinese, and the English edition is in Springer’s “Advanced Topics in Science and Technology in China” series. As stated in the preface, the authors’ motive for writing this book was...
May 14 2010
Computational intelligence for missing data imputation, estimation, and management: knowledge optimization techniques
Marwala T., Information Science Reference - Imprint of: IGI Publishing, Hershey, PA, 2009. 326 pp. Type: Book
Paradoxically, in these days of information glut, there is a concurrent problem of data loss--missing and incomplete data. Statisticians have generated a wealth of knowledge on the methods of handling missing data. While solving differential ...
Jan 26 2010
Predictive mesoscale network model of cell fate decisions during
C. elegans
embryogenesis
Winkler D., Burden F., Halley J. Artificial Life 15(4): 411-421, 2009. Type: Article
Winkler, Burden, and Halley’s recursive neural network--an extension of Geard and Wiles’ work [1]--models the differentiation pathway in the
C. elegans
worm. The neural network models stem cell data and predicts gene...
Jan 15 2010
Using acceleration measurements for activity recognition: an effective learning algorithm for constructing neural classifiers
Yang J., Wang J., Chen Y. Pattern Recognition Letters 29(16): 2213-2220, 2008. Type: Article
Thanks to the rapid adoption of smartphones and other advanced consumer electronics, the use of accelerometers has indeed accelerated in the last several years. At the cost of less than $1 US each, these sensors can enable a wide range of...
Oct 23 2009
Committee machines for facial-gender recognition
Raafat H., Tolba A., Shaddad E. International Journal of Hybrid Intelligent Systems 6(1): 41-51, 2009. Type: Article
Machine learning technologies inspired by neural networks are likely to be most useful when modeling difficult-to-code tasks, such as gender recognition based on facial images. This paper summarizes some recent experiments with one such...
Oct 20 2009
Missing wind data forecasting with adaptive neuro-fuzzy inference system
Hocaoglu F., Oysal Y., Kurban M. Neural Computing and Applications 18(3): 207-212, 2009. Type: Article
How do you predict missing
y
data values when the level of the
y
values fluctuates up and down within the data’s range? With ordinary least squares, you must add a term for each change in the slope of...
Jun 17 2009
Associative learning on a continuum in evolved dynamical neural networks
Izquierdo E., Harvey I., Beer R. Adaptive Behavior 16(6): 361-384, 2008. Type: Article
The primary goal of this well-written paper is to demonstrate that it is possible to model learning over a continuous range of inputs, using a continuous-time recurrent neural network (CTRNN) with fixed weights. “Learning” in this...
May 15 2009
Knowledge processing with interval and soft computing
Hu C. (ed), Kearfott R., Korvin A. (ed), Kreinovich V. (ed), Springer Publishing Company, Incorporated, 2008. 233 pp. Type: Book
Soft computing is a term that encompasses problems that are hard to characterize with solid, single numbers. It includes problems that can be described qualitatively--low, medium, or high--or that can use ranges of numbers, such as 3.5...
Apr 30 2009
Implementation of a neural-based navigation approach on indoor and outdoor mobile robots
Azouaoui O., Kadri M., Ouadah N. CSTST 2008 (Proceedings of the 5th International Conference on Soft Computing as Transdisciplinary Science and Technology, Cergy-Pontoise, France, Oct 28-31, 2008) 71-77, 2008. Type: Proceedings
This paper addresses the problem of creating general navigation systems that would apply to different types of autonomous vehicles, including indoor and outdoor robots, with different physical dimensions and sensor characteristics. The authors...
Jan 8 2009
Texture and shape information fusion for facial action unit recognition
Kotsia I., Zafeiriou S., Nikolaidis N., Pitas I. Advances in Computer-Human Interaction (Proceedings of the First International Conference on Advances in Computer-Human Interaction, Feb 10-15, 2008) 77-82, 2008. Type: Proceedings
Facial expression analysis aims to identify facial appearance changes, as recorded in video sequences, and to subsequently classify them into six basic expressions: happiness, sadness, surprise, disgust, anger, and fear. Prior...
Sep 17 2008
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