International Journal of Science and Research (IJSR)

International Journal of Science and Research (IJSR)
www.ijsr.net | Most Trusted Research Journal Since Year 2012

ISSN: 2319-7064

Comparative Studies | Computer Science & Engineering | Iraq | Volume 6 Issue 8, August 2017

K- Means Clustering Algorithm Applications in Data Mining and Pattern Recognition

Huda Hamdan Ali, Lubna Emad Kadhum

clustering is a process of partitioning a set of data ( or objects ) into a set of meaningful sub-classes, called clusters, help users understand the natural grouping or structure in a data set. clustering has wide applications, in economic science ( especially market research ), document, classification, pattern recognition, spatial data analysis and image processing k-means algorithm is the chosen clustering in data mining and image processing. k - means algorithm is the chosen clustering algorithm to study in this work. the paper include the algorithm and its implementation, how to use it in data application and also in pattern recognition.

Keywords: k-means, clustering, data mining, pattern recognition

Edition: Volume 6 Issue 8, August 2017

Pages: 1577 - 1584


How to Cite this Article?

Huda Hamdan Ali, Lubna Emad Kadhum, "K- Means Clustering Algorithm Applications in Data Mining and Pattern Recognition", International Journal of Science and Research (IJSR), https://www.ijsr.net/search_index_results_paperid.php?id=ART20176024, Volume 6 Issue 8, August 2017, 1577 - 1584

13 PDF Views | 21 PDF Downloads

Download Article PDF

Video Lecture of Above Article is Not Available Yet

You be the First to Request! Press the Button below!



Similar Articles with Keyword 'k-means'

Research Paper, Computer Science & Engineering, India, Volume 2 Issue 7, July 2013

Pages: 139 - 145

A Novel Approach in Clustering via Rough Set

A. Pethalakshmi, A. Banumathi

Share this article

Informative Article, Computer Science & Engineering, India, Volume 3 Issue 5, May 2014

Pages: 1610 - 1618

Wordnet Based Document Clustering

Madhavi Katamaneni, Ashok Cheerala

Share this article

Research Paper, Computer Science & Engineering, India, Volume 3 Issue 5, May 2014

Pages: 1721 - 1725

A New Method for Noisy Image Segmentation using Firefly Algorithm

Bhavana Vishwakarma, Amit Yerpude

Share this article

Research Paper, Computer Science & Engineering, India, Volume 3 Issue 6, June 2014

Pages: 764 - 768

An Optimum Method for Enhancing the Computational Complexity of K-Means Clustering Algorithm with Improved Initial Centers

A. Mallikarjuna Reddy, Ramapuram Gautham

Share this article

Research Paper, Computer Science & Engineering, India, Volume 3 Issue 6, June 2014

Pages: 1634 - 1638

Performance Comparison of Hard and Fuzzy Clustering Algorithms on ESTs of Human Genes

Abhilasha Chaudhuri, Asha Ambhaikar

Share this article

Similar Articles with Keyword 'clustering'

Survey Paper, Computer Science & Engineering, India, Volume 2 Issue 1, January 2013

Pages: 350 - 354

A Survey on Routing Protocols in Mobile Ad Hoc Networks

N.Nithya, R.Maruthaveni

Share this article

Case Studies, Computer Science & Engineering, India, Volume 2 Issue 3, March 2013

Pages: 124 - 128

A Review on Duo Mining Techniques

R. Marutha Veni, M. Praveena, V. GanaPriya

Share this article

Research Paper, Computer Science & Engineering, India, Volume 2 Issue 3, March 2013

Pages: 194 - 196

An Efficient Approach for High Dimensional Data Clustering of Gene Expression using Dynamic Error Threshold Estimation Model

K. Arun Prabha, A. Amutha

Share this article

Survey Paper, Computer Science & Engineering, India, Volume 2 Issue 3, March 2013

Pages: 197 - 200

Comparative Survey of Distributed Energy Aware Clustering Algorithm

T. Ganesan, V. P. Dhivya

Share this article

Research Paper, Computer Science & Engineering, India, Volume 2 Issue 3, March 2013

Pages: 326 - 329

Quality of Service in Wireless Networks using Weighted Clustering Algorithm

M. Anil Kumar, V. Srikanth, N. Vijaya Gopal

Share this article

Similar Articles with Keyword 'data mining'

Case Studies, Computer Science & Engineering, India, Volume 2 Issue 3, March 2013

Pages: 124 - 128

A Review on Duo Mining Techniques

R. Marutha Veni, M. Praveena, V. GanaPriya

Share this article

Research Paper, Computer Science & Engineering, India, Volume 2 Issue 3, March 2013

Pages: 211 - 215

Comparative Study on Hierarchical and Partitioning Data Mining Methods

Agrawal Rammohan Ashok, Chaudhari Rahul Prabhakar, Pathak Aniket Dyaneshwar

Share this article

Research Paper, Computer Science & Engineering, India, Volume 2 Issue 7, July 2013

Pages: 139 - 145

A Novel Approach in Clustering via Rough Set

A. Pethalakshmi, A. Banumathi

Share this article

Research Paper, Computer Science & Engineering, India, Volume 2 Issue 11, November 2013

Pages: 216 - 219

Exploration of Data Mining Techniques in Record Deduplication

R. Gayathri, A. Malathi

Share this article

Research Paper, Computer Science & Engineering, India, Volume 2 Issue 11, November 2013

Pages: 306 - 309

Survey on Privacy-Preservation in Data Mining Using Slicing Strategy

Neha Jamdar, Vanita Babane

Share this article

Similar Articles with Keyword 'pattern recognition'

Research Paper, Computer Science & Engineering, India, Volume 3 Issue 7, July 2014

Pages: 1898 - 1905

Optimal Feature Subset Selection Using Differential Evolution and Extreme Learning Machine

Bharathi P T, Dr. P. Subashini

Share this article

Review Papers, Computer Science & Engineering, India, Volume 3 Issue 11, November 2014

Pages: 3173 - 3178

An Overview of Pattern Recognition Applications and Its Approaches: A Review

Rajleen Kaur

Share this article

Survey Paper, Computer Science & Engineering, India, Volume 3 Issue 11, November 2014

Pages: 1497 - 1502

A Study on Clustering Techniques on Matlab

A. M. Nirmala, Dr. S. Saravanan

Share this article

Review Papers, Computer Science & Engineering, India, Volume 4 Issue 4, April 2015

Pages: 3194 - 3197

A Review on Region Based Segmentation

Manjot Kaur, Pratibha Goyal

Share this article

Survey Paper, Computer Science & Engineering, India, Volume 4 Issue 6, June 2015

Pages: 1102 - 1105

Subgroup Discovery a Data Mining Technique: Immense Survey

Deepali Nidhan Gunjate, B. R. Kanawade

Share this article

Top