Fuzzy Mean Point Clustering using K-means algorithm for implementing the movecentroid function code

  • Ganeshchandra Narharrao Shinde Indira Gandhi(Sr) College,CIDCO,New Nanded-431603,Maharashtra,INDIA
  • Inamdar S. A. Swami Ramanand Teerth, Marathwada University, Nanded,
  • Narangale S.M. Ramanand Teerth, Marathwada University, Nanded
Keywords: Data mining, Clustering, K-means, FMPCNN, movecentroid

Abstract

The paper focus on combination of K-Means algorithm for Fuzzy Mean Point Clustering Neural Network (FMPCNN). The algorithm is implemented in JAVA program code for implementing the movecentroid function code into FMPCNN.  Here we have provided movecentroid’s output to Fuzzy clustering as criteria, movecentroid is the base function of K-means algorithm as in Fuzzy Mean Point Clustering Neural Network (FMPCNN) algorithm, calculation of cluster based on pre-defined criteria and scope is done.  In the experiment we have used four datasets and observed results in nano seconds there is huge difference in output as time is reduced for Fuzzy Min-Max code execution of fuzzy calculations of clustering.

Author Biographies

Ganeshchandra Narharrao Shinde, Indira Gandhi(Sr) College,CIDCO,New Nanded-431603,Maharashtra,INDIA
Dr. G. N. Shinde is Principal in Indira Gandhi College, Nanded, Maharashtra, INDIA. He has received “Ideal State Teacher Award†from Government of Maharashtra, India for 2008-09 and “Best Principal Award†for 2009-2010 from S.R.T.M. University, Nanded, Maharashtra.  He has received M. Sc. & Ph.D. degree from Dr. B.A. M. University, Aurangabad. He has awarded Benjonji Jalnawala award for securing highest marks at B.Sc. He is Dean, faculty of Science of S. R. T. M. University, Nanded. Eleven research scholars were awarded Ph.D. degree under his guidance. He has published more than 75 papers in the International Journals and presented more than 50 papers in International Conferences. He was the Chairperson for F-9 session of “International Conference on Computational and Experimental Science & Engineering†(ICCES2008) which was held at Honolulu, U.S.A & Development and Application of Web 2.0 Technology for Education Purpose session of “International Conference on Multimedia & ICT in Education (m-ICT2009)â€, April 24, 2009, (Hall 1), Lisbon (Portugal) and “Wave Propagation and Wave Interaction with media" Progress In Electromagnetic Research Symposium (PIERS), March 25, 2010, Session 3A4 (Room D) Xian, China. In his account one book is published, which is reference book for different courses. He is also member of different academic & professional bodies such as IAENG (Hon Kong), ANAS (Jordan).He is in reviewer panel for different Journals such as IEEE (Transactions on Neural Networks), International Journal of Physical Sciences (U.S.A.), Journal of Electromagnetic Waves and Applications (JEMWA, U.S.A.).His abroad Visit includes U.S.A., Thailand, Portugal, Germany, Swisszerland, Italy, Vatican City, Monaco, France, Maldives, SriLanka, U. K., Scotland and China. He is Chairman of Grievances Committee and member of Management Council & Senate of S.R.T.M. University, Nanded, INDIA. His research interest includes Filters, Image processing and Multimedia analysis and retrieval system
Inamdar S. A., Swami Ramanand Teerth, Marathwada University, Nanded,
School of Computational Science,
Narangale S.M., Ramanand Teerth, Marathwada University, Nanded
School of Media Studies, Swami
Published
2013-02-01
How to Cite
Shinde, G., S. A., I., & S.M., N. (2013). Fuzzy Mean Point Clustering using K-means algorithm for implementing the movecentroid function code. INTERNATIONAL JOURNAL OF COMPUTERS & TECHNOLOGY, 4(1), 54-56. https://doi.org/10.24297/ijct.v4i1b.3059
Section
Articles