Affinity propagation

In statistics and data mining, affinity propagation (AP) is a clustering algorithm based on the concept of "message passing" between data points…

Papers overview

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2014

Abstract : This paper describes the second participation of BJUT in the temporal summarization track. We performed the…

2013

Feature encoding with an overcomplete dictionary has demonstrated good performance in many applications, especially computer…

2011

Tumor classification based on gene expression data can be applied to set appropriate medical treatment according to the specific…

2010

The emergence of social media brings chances, but also challenges, to linguistic analysis. In this paper we investigate a novel…

2010

Affinity propagation (AP) is a clustering algorithm which has much better performance than traditional clustering approach such…

2009

Community structure in networks indicates groups of vertices within which are dense connections and between which are sparse…

2009

Cognitive radios must be able to form collaborative wireless network clusters in dynamically changing environments to achieve…

2009

The goal of query-focused summarization is to extract a summary for a given query from the document collection. Although much…

2009

Biometric identification is getting more and more popular as the demand of security increases. Iris is a promising biometric…

2007

Semi-supervised clustering aims at dividing partially labeled data into groups, assigning labels to previously unlabeled points…