Identify The Authenticity of Rupiah Currency Using K Nearest Neighbor (K-NN) Algorithm
H. Hassanpour, A. Yaseri, and G. Ardeshiri, “Feature extraction for paper currency recognition,” in 2007 9th International Symposium on Signal Processing and Its Applications, 2007, pp. 1–4, doi: 10.1109/ISSPA.2007.4555366.
S. Omatu, M. Yoshioka, and Y. Kosaka, “Reliable Banknote Classification Using Neural Networks,” in 2009 Third International Conference on Advanced Engineering Computing and Applications in Sciences, 2009, pp. 35–40, doi: 10.1109/ADVCOMP.2009.37.
N. Jahangir and A. R. Chowdhury, “Bangladeshi banknote recognition by neural network with axis symmetrical masks,” in 2007 10th international conference on computer and information technology, 2007, pp. 1–5, doi: 10.1109/ICCITECHN.2007.4579423.
C. Chang, T. Yu, and H. Yen, “Paper Currency Verification with Support Vector Machines,” in 2007 Third International IEEE Conference on Signal-Image Technologies and Internet-Based System, 2007, pp. 860–865, doi: 10.1109/SITIS.2007.146.
J. Qian, D. Qian, and M. Zhang, “A Digit Recognition System for Paper Currency Identification Based on Virtual Instruments,” in 2006 International Conference on Information and Automation, 2006, pp. 228–233, doi: 10.1109/ICINFA.2006.374117.
P. T. Noi and M. Kappas, “Comparison of Random Forest, k-Nearest Neighbor, and Support Vector Machine Classifiers for Land Cover Classification Using Sentinel-2 Imagery,” Sensors, vol. 18, no. 18, pp. 1–20, 2018, doi: 10.3390/s18010018.
V. Bijalwan, V. Kumar, P. Kumari, and J. Pascual, “KNN based Machine Learning Approach for Text and Document Mining,” Int. J. Database Theory Appl., vol. 7, no. 1, pp. 61–70, 2014, available at: Google Scholar.
K. Huang, S. Li, X. Kang, and L. Fang, “Spectral – Spatial Hyperspectral Image Classification Based on KNN,” Sens. Imaging, vol. 17, no. 1, pp. 1–13, 2016, doi: 10.1007/s11220-015-0126-z.
K. Machhale, H. B. Nandpuru, V. Kapur, and L. Kosta, “MRI brain cancer classification using hybrid classifier (SVM-KNN),” in 2015 International Conference on Industrial Instrumentation and Control (ICIC), 2015, pp. 60–65, doi: 10.1109/IIC.2015.7150592.
H. Zhang, A. C. Berg, M. Maire, and J. Malik, “SVM-KNN: Discriminative Nearest Neighbor Classification for Visual Category Recognition,” in 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR’06), 2006, vol. 2, pp. 2126–2136, doi: 10.1109/CVPR.2006.301.
Z. Deng, X. Zhu, D. Cheng, M. Zong, and S. Zhang, “Efficient kNN classification algorithm for big data,” Neurocomputing, vol. 195, pp. 143–148, 2016, doi: 10.1016/j.neucom.2015.08.112.
T. M. Cover and P. E. Hart, “Nearest Neighbor Pattern Classification,” IEEE Trans. Inf. THEORY, vol. IT-13, no. 1, pp. 21–27, 2018, doi: 10.1109/TIT.1967.1053964.
C. H. Wan, L. H. Lee, R. Rajkumar, and D. Isa, “A hybrid text classification approach with low dependency on parameter by integrating K-nearest neighbor and support vector machine,” Expert Syst. Appl., vol. 39, no. 15, pp. 11880–11888, 2012, doi: 10.1016/j.eswa.2012.02.068.
S. Zhang, X. Li, M. Zong, X. Zhu, and R. Wang, “Efficient kNN Classification With Different Numbers of Nearest Neighbors,” IEEE Trans. Neural Networks Learn. Syst., vol. 29, no. 5, pp. 1774–1785, 2018, doi: 10.1109/TNNLS.2017.2673241.
A. S. R. M. Sinaga, “The Comparison of Signature Verification Result Using 2DPCA Method and SSE Method,” Int. J. Artif. Intelegence Res., vol. 2, no. 1, pp. 18–27, 2018, doi: 10.29099/ijair.v2i1.38.
R. M. Haralick and K. Shanmugam, “Textural Features for Image Classification,” IEEE Trans. Syst. MAN, Cybern., vol. SMC-3, no. 6, pp. 610–621, 1973, doi: 10.1109/TSMC.1973.4309314.
G. Guo, H. Wang, D. Bell, and Y. Bi, “KNN Model-Based Approach in Classification,” Aug. 2004, available at: https://link.springer.com/chapter/10.1007/978-3-540-39964-3_62.
Article MetricsAbstract view : 0 times
PDF - 0 times
- There are currently no refbacks.
Copyright (c) 2019 Universitas Ahmad Dahlan
This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.
Organized by Electrical Engineering Department - Universitas Ahmad Dahlan
Published by Universitas Ahmad Dahlan
Email 1: firstname.lastname@example.org