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1 - 10 of 82
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 Feature selection for data and pattern recognition
Stanczyk U., Jain L., Springer Publishing Company, Incorporated, New York, NY, 2014. 355 pp. Type: Book (978-3-662456-19-4)
Feature selection is one of the most important preprocessing steps, with the performance of any system designed to solve pattern recognition, or data mining tasks in general, being strongly dependent on the quality of the feature set i...
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Jun 16 2015 |
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Partitional clustering algorithms
Celebi M., Springer Publishing Company, Incorporated, New York, NY, 2014. 415 pp. Type: Book (978-3-319092-58-4)
Given the wide range of their major applications, during the past decade, unsupervised classification techniques (also referred to as clustering) have received special attention from many scientists, yielding new classes of algorithms...
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Apr 13 2015 |
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Support vector machines applications
Ma Y., Guo G., Springer Publishing Company, Incorporated, New York, NY, 2014. 308 pp. Type: Book (978-3-319022-99-4)
Although support vector machines (SVMs) are a relatively new topic in the field of machine learning, there have been many papers and books published that report on the progress of both theoretical research and practical developments. T...
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Aug 18 2014 |
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Multilayer neural networks: a generalized net perspective
Krawczak M., Springer Publishing Company, Incorporated, New York, NY, 2013. 194 pp. Type: Book (978-3-319002-47-7)
While many books have been published on multilayer neural networks, this book distinguishes itself with new insights on the structure and functioning of these systems, stated in terms of more general concepts and methods coming from th...
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Apr 16 2014 |
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A review of computer assisted detection/diagnosis (CAD) in breast thermography for breast cancer detection
Moghbel M., Mashohor S. Artificial Intelligence Review 39(4): 305-313, 2013. Type: Article
This paper reports on a series of new trends in the area of breast thermography that aim to improve accuracy in the early detection of breast cancer. The introductory section presents information about the advantages offered by thermog...
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Jul 10 2013 |
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Foundations of machine learning
Mohri M., Rostamizadeh A., Talwalkar A., The MIT Press, Cambridge, MA, 2012. 480 pp. Type: Book (978-0-262018-25-8)
Although machine learning is one of the newer major scientific domains, a tremendous number of papers have already been published, reporting progress in both theoretical research and practical developments. We have also seen a series o...
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Dec 17 2012 |
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Associativity of triangular norms characterized by the geometry of their level sets
PetríK M., Sarkoci P. Fuzzy Sets and Systems 202100-109, 2012. Type: Article
The concepts of triangular norms (t-norm), triangular conorms (t-conorm), and complementation operations all play crucial roles in generalizing the standard operations of intersection, union, and complementation on crisp sets to the fr...
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Sep 24 2012 |
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Classification of arrhythmia using hybrid networks
Haseena H., Joseph P., Mathew A. Journal of Medical Systems 35(6): 1617-1630, 2011. Type: Article
A new methodology for medical differential diagnosis purposes, based on the use of fuzzy clustered hybrid networks, is detailed in this paper. The study is focused on discriminating among the diseases of a certain class that includes n...
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May 17 2012 |
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Optimization for machine learning
Sra S., Nowozin S., Wright S., The MIT Press, Cambridge, MA, 2011. 512 pp. Type: Book (978-0-262016-46-9), Reviews: (2 of 2)
Machine learning is a natural outgrowth of the intersection of computer science, statistics, mathematics, and engineering, its multidisciplinary nature being underscored by a long series of applications in a wide class of areas from fi...
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Apr 9 2012 |
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A first course in numerical methods
Ascher U., Greif C., Society for Industrial and Applied Mathematics, Philadelphia, PA, 2011. 574 pp. Type: Book (978-0-898719-97-0)
Most engineering applications, in a wide range of domains, are based on mathematically founded methods and algorithms. This excellent introductory textbook covers numerical methods that are currently used to model and solve engineering...
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Dec 29 2011 |
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