The k-medoids algorithm is a clustering algorithm related to the k-means algorithm and the medoidshift algorithm. Both the k-means and k-medoidsâ€¦Â (More)

Semantic Scholar uses AI to extract papers important to this topic.

2016

2016

- Amin Aghaee, Mehrdad Ghadiri, Mahdieh Soleymani Baghshah
- PAKDD
- 2016

k-medoids algorithm is a partitional, centroid-based clustering algorithm which uses pairwise distances of data points and triesâ€¦Â (More)

Is this relevant?

2014

2014

- Aruna Bhat
- 2014

Face recognition is one of the most unobtrusive biometric techniques that can be used for access control as well as surveillanceâ€¦Â (More)

Is this relevant?

2013

2013

- Monica Sood, Shilpi Bansal
- 2013

Clustering is one of the data analysis methods that are widely used in data mining. In this method, we partitioned the data intoâ€¦Â (More)

Is this relevant?

2011

2011

- SevinÃ§ Ilhan Omurca, Nevcihan Duru
- 2011 7th International Conference on Electricalâ€¦
- 2011

K-medoids is a well known and widely used algorithm in data clustering. Performance of the algorithm depends on theâ€¦Â (More)

Is this relevant?

2011

2011

- Raghuvira Pratap
- 2011

Clustering is the process of classifying objects into different groups by partitioning sets of data into a series of subsetsâ€¦Â (More)

Is this relevant?

Highly Cited

2009

Highly Cited

2009

- Hae-Sang Park, Chi-Hyuck Jun
- Expert Syst. Appl.
- 2009

This paper proposes a new algorithm for K-medoids clustering which runs like the K-means algorithm and tests several methods forâ€¦Â (More)

Is this relevant?

2009

2009

- Pawan Lingras
- 2009 8th IEEE International Conference onâ€¦
- 2009

This paper proposes a medoid based variation of rough K-means algorithm. The variation can be especially useful for a moreâ€¦Â (More)

Is this relevant?

2006

2006

Clustering analysis is a descriptive task that seeks to identify homogeneous groups of objects based on the values of theirâ€¦Â (More)

Is this relevant?

2002

2002

In this paper a number of improvements are suggested that can be applied to most k-medoids-based algorithms. These can be dividedâ€¦Â (More)

Is this relevant?

Highly Cited

1999

Highly Cited

1999

- Rashmi Krishnapuram, Amish G Joshi, Liyu Yi
- FUZZ-IEEE'99. 1999 IEEE International Fuzzyâ€¦
- 1999

This paper presents new algorithms (fuzzy e-methods (FCMdd) and fuzzy c trimmed medoids (FCTMdd)) for fuzzy clustering ofâ€¦Â (More)

Is this relevant?