Pengelompokan Data Menggunakan Pattern Reduction Enhanced Ant Colony Optimization dan Kernel Clustering
Abstract
Full Text:
PDFReferences
P.N. Tan, M. Steinbach, V. Kumar, Introduction to Data Mining. Pearson Education, Inc., Boston. (567-575), 2006.
P.B.S. Wiguna, B.S.Hartono, "Peningkatan Algoritme Porter Stemmer Bahasa Indonesia berdasarkan Metode Morfologi dengan Mengaplikasikan Tingkat Morfologi dan Aturan Kombinasi Awalan dan Akhiran," JNTETI, Vol. 2, No. 2, hal. 1-6 , Mei 2013.
N.F. Azzahra, H. Ginardi, A. Saikhu, “Praproses Data Alir ADS-B dari Multi-Receiver dengan Pengelompokan Agglomerasi Berbasis Konsistensi Jarak” JNTETI, Vol. 4, No. 1, hal. 39-44, Februari 2015.
I. Gath, A.B. Geva, “Unsupervised Optimal Fuzzy Clustering”, IEEE Trans. Pattern Anal, Machine Intell, No. 11, hal.773-780, 1989.
A. Lorette, X. Descombes, J. Zerubia, “Fully Unsupervised Fuzzy Clustering With Entropy Criterion”, 15Th International Conference on Pattern Recognition, IEEE, hal. 986-989, 2000.
D. Pelleg, A. Moore, “X-means: extending k-means with efficient estimation of the number of clusters”, Proceedings of the Seventeenth International Conference on Machine Learning, San Fransisco, hal. 727-734, 2000.
G. Hamerly, C. Elkan, “Learning the K in K-means, in:7th Annual Conference on Neural Information Processing Systems (NIPS)”, Vancouver and Whistler, British Columbia, Canada, hal. 281-288, 2003.
S. Das, A. Abraham, A. Konar, “Automatic kernel clustering with a multi-elitist particle swarm optimization algorithm”, Pattern Recogn. Lett. 29, hal. 688–699, 2008.
M. Tushir, S. Srivastava, “A New Kernelized Hybrid c-mean clustering model with optimized parameters”, Appl. Soft Comput, No. 10, hal. 381-389, 2010.
R.J. Kuo, Y.D. Huang,C.C. Lin, Y.H. Wu, F.E. Zulvia, 2014, “Automatic kernel clustering with bee colony optimization algorithm,” Information Sciences, 283, hal. 107–122, 2014.
Marco Dorigo and L.M. Gambardella, “Ant colony system: a cooperative learning approach to the tracelling salesman problem”, IEEE Transaction on Evolutionary Computation,1997(1), hal. 53-66.
C. Aditi, A. Darade, Swarm Intelligence Techniques: Comparative Study of ACO and BCO, Mumbay Unversity, 1998.
Chun-Wei Tsai, S.P. Tseng, C.S. Yang, M.C. Chiang, “PREACO: A fast ant colony optimization for codebook generation,” Applied Soft Computing 13, hal. 3008–3020, 2013.
DOI: http://dx.doi.org/10.22146/jnteti.v5i3.251
Refbacks
- There are currently no refbacks.
Copyright (c) 2016 Jurnal Nasional Teknik Elektro dan Teknologi Informasi (JNTETI)
JNTETI (Jurnal Nasional Teknik Elektro dan Teknologi Informasi)
Departemen Teknik Elektro dan Teknologi Informasi, Fakultas Teknik Universitas Gadjah Mada
Jl. Grafika No 2. Kampus UGM Yogyakarta 55281
+62 274 552305
jnteti@ugm.ac.id