149 PATTERN CLASSIFICATION USING PRINCIPAL ...

Recommend Documents

EMG PATTERN CLASSIFICATION USING HIERARCHICAL ...

using EMG signals measured from mimetic and cervical muscles. ..... to the subject's face (Depressor Anguli Oris, Zygomaticus Major, Masseter, Digastric,.

Fast Protein Superfamily Classification using Principal ... - CiteSeerX

PSD provides fully annotated protein data in XML format for over 280,000 sequences. ... converted to probability estimates by dividing by the total number of ...

Disease Classification and Prediction using Principal ...

Apr 13, 2016 - Clinical data classification through data mining helps in finding out hidden information ... Principal Component Analysis (PCA) has been used in this paper to find ..... [7] https://en.wikipedia.org/wiki/Grubbs'_test_for_outliers.

Classification of Image Database Using Independent Principal ...

Principal Component Analysis (PCA) for an automatic ... database. Performance is tested and tabulated for different sizes of training image database.

Pattern Classification

Pattern. Classification. All materials in these slides were taken from. Pattern Classification (2nd ed) by R. O.. Duda, P. E. Hart and D. G. Stork, John Wiley. & Sons ...

Pattern Classification

Pattern. Classification. All materials in these slides were taken from. Pattern Classification (2nd ed) by R. O.. Duda, P. E. Hart and D. G. Stork, John. Wiley & Sons ...

On Pattern Classification Using Statistical Moments - SERSC

factors to archive high classification performance in pattern recognition systems. Among different feature extraction methods proposed for pattern recognition, ...

Incomplete Pattern Classification using a Multi

[14] T. Marwala and S. Chakraverty, âFault classification in structures with incomplete measured data using autoassociative neural networks and genetic ...

automatic pattern classification by unsupervised learning using

unsupervised pattern classification using Forgy's algorithm. By adapting the non-linear activation ... supervised or unsupervised depending on whether or not.

Pattern Classification using imaging techniques for ... - Cogprints

Calicut Medical Journal 2006;4(3):e1. Page 1 (Page number not for indexing purposes). Research. Pattern Classification using imaging techniques for Infarct ...

Pattern Classification Using Support Vector ... - Semantic Scholar

duce a good generalization capability [3]. Recent theoret- ical research work has solved existing difficulties in using the SVM in practical applications [8].

Fingerprint Pattern Classification Using Convolution Neural Network

Sep 11, 2017 - cation using ART2,â Proceedings of KIFS Spring Con- ference, vol. 16, no. 1, pp. 90-93, 2006. [3] H. W. Jung and J. H. Lee, âVarious quality ...

based Pattern Classification using a Si

Nov 25, 2014 - Abstract. This paper presents a spike-based model which employs neurons with functionally .... of how rate encoded spike trains (top left) and single spikes (bottom left) are mapped to the same ...... m denote the mth binary.

pattern classification using secondary components ... - CiteSeerX

Bank, Banca ComercialÄ Carpatica, BCR, Banca RomÃ¢neascÄ, Banca Transilvania,. Bank Leumi Romania, Blom Bank Egypt, C.R. Firenze Romania, Emporiki ...

Lung sound classification using local binary pattern

Oct 5, 2017 - Lung sounds contain vital information about pulmonary pathology. ... with computerized assistance removes the manual interference and makes it ... Out of several types of lung diseases, basic two types of diseases are.

Temporal Pattern Classification using Spiking Neural Networks

compute the Exclusive-OR function, as opposed to conventional neural networks. keywords: spiking neural networks, temporal pattern recognition, classification, ...

Pattern Classification using Generalized Recurrent Exponential Fuzzy ...

Knowledge Extraction Based on Evolutionary Learning (KEEL) database repository: Appendicitis, cleveland, crx, ecoli, glass, heart, iris, monks, movementlibras, ...

{149} #{149} #{149} - Clinical Chemistry

1 and herpes 2 (2)]. If EIA results were positivefor either or both herpes types, the greater of the two numerical results was multiplied by 50%. This esti-.

{149} #{149} #{149} - Clinical Chemistry

antibodies by Western blot (1); the duplicate aliquots were frozen for later analysis by EIA [Sigma Immunoassay (SIA) ... SIA results for HSV1 IgG antibody,.

Pattern Classification - CiteSeerX

Sep 3, 1997 - Richard O. Duda, Peter E. Hart and David G. Stork. September 3 ... Classification, to be published in 1998 by John Wiley & Sons, Inc. This is a preliminary .... p(a, b) the joint probability density, i.e., of having both a and b p(x|Î¸)

Pattern Based Gender Classification

XU et al. [9], [17] used Hybrid approach by combining appearance and ..... Dat Tran, Xu Huang and Girija Chetty âFace Gender Recognition Based on 2D ...

Pattern Classification (2nd ed.)

Sep 3, 1997 ... Richard O. Duda, Peter E. Hart and David G. Stork. September 3 ... Hart and. Stork: Pattern Classification and Scene Analysis: Part I Pattern.

{149}#{149} - Clinical Chemistry

Reference. 1. Letellier G, Desjarlais F. A. A simple procedure ... Letellier and Desjarlais. (1). The do- .... References. 1. Daoud EWR, McClellan AC, Scott MG.

149

deformity of the spinous processes; neurological examination was normal. Radiographs .... or gibbus because the posterior elements, in particular the spinous.

149 PATTERN CLASSIFICATION USING PRINCIPAL ...

Download PDF

0 downloads 0 Views 143KB Size Report

Comment

Citibank Romania. 1%. 4.28%. 4.28%. 4.28%. 3.87%. 3.46%. Emporiki Bank. 0.5%. 6.75%. 7%. 7.25%. 7%. 7%. Finansbank. 0.1%. 7.5%. 8%. 8%. 8%. 8.5%.

PATTERN CLASSIFICATION USING PRINCIPAL COMPONENT REGRESSION Daniel CIUIU Technical University of Civil Engineering, Bd. Lacul Tei, no. 124, Bucharest, Romania E-mail: [email protected] Abstract: In this paper we will classify patterns using an algorithm analogous to the k-means algorithm and the principal components regression (PCR). We will also present a financial application in which we apply PCR if the points represent the interests for accounts with different terms. Mathematics Subject Classification (2000): 62J05, 62H25, 68T10 Keywords: Principal components regression, pattern classification, k-means

1. Introduction Let be n points in Rp: X(1),…, X(n). The orthogonal linear variety of the dimension k (0