Intelligence in manufacturing systems: the pattern recognition perspective
Marek Zaremba (2010)
Control and Cybernetics
Similarity:
Displaying similar documents to “Comparison of speaker dependent and speaker independent emotion recognition”
Intelligence in manufacturing systems: the pattern recognition perspective
Experiments with two Approaches for Tracking Drifting Concepts
Koychev, Ivan (2007)
Serdica Journal of Computing
Similarity:
This paper addresses the task of learning classifiers from streams of labelled data. In this case we can face the problem that the underlying concepts can change over time. The paper studies two mechanisms developed for dealing with changing concepts. Both are based on the time window idea. The first one forgets gradually, by assigning to the examples weight that gradually decreases over time. The second one uses a statistical test to detect changes in concept and then optimizes the...
Combining biometric fractal pattern and particle swarm optimization-based classifier for fingerprint recognition.
Lin, Chia-Hung, Chen, Jian-Liung, Gaing, Zwe-Lee (2010)
Mathematical Problems in Engineering
Similarity:
Combining adaptive vector quantization and prototype selection techniques to improve nearest neighbour classifiers
Francesc J. Ferri (1998)
Kybernetika
Similarity:
Prototype Selection (PS) techniques have traditionally been applied prior to Nearest Neighbour (NN) classification rules both to improve its accuracy (editing) and to alleviate its computational burden (condensing). Methods based on selecting/discarding prototypes and methods based on adapting prototypes have been separately introduced to deal with this problem. Different approaches to this problem are considered in this paper and their main advantages and drawbacks are pointed out along...
Web-strabnet: a web-based expert system for the differential diagnosis of vertical strabismus (squint).
Fisher, A.C., Lake, S.P., Cunningham, I.P., Chandna, A. (2010)
Computational & Mathematical Methods in Medicine
Similarity:
Effective Semi-supervised Nonlinear Dimensionality Reduction for Wood Defects Recognition
Zhao Zhang, Ning Ye (2010)
Computer Science and Information Systems
Similarity:
Multiple-instance learning with pairwise instance similarity
Liming Yuan, Jiafeng Liu, Xianglong Tang (2014)
International Journal of Applied Mathematics and Computer Science
Similarity:
Toward Optimal Feature Selection Using Ranking Methods and Classification Algorithms
Jasmina Novaković, Perica Strbac, Dusan Bulatović (2011)
The Yugoslav Journal of Operations Research
Similarity:
Data mining methods for gene selection on the basis of gene expression arrays
Michał Muszyński, Stanisław Osowski (2014)
International Journal of Applied Mathematics and Computer Science
Similarity:
Rough sets methods in feature reduction and classification
Roman Świniarski (2001)
International Journal of Applied Mathematics and Computer Science
Similarity:
The paper presents an application of rough sets and statistical methods to feature reduction and pattern recognition. The presented description of rough sets theory emphasizes the role of rough sets reducts in feature selection and data reduction in pattern recognition. The overview of methods of feature selection emphasizes feature selection criteria, including rough set-based methods. The paper also contains a description of the algorithm for feature selection and reduction based on...