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» A Novel Framework for Discovering Robust Cluster Results
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DEXA
2006
Springer
121views Database» more  DEXA 2006»
14 years 13 days ago
DCF: An Efficient Data Stream Clustering Framework for Streaming Applications
Streaming applications, such as environment monitoring and vehicle location tracking require handling high volumes of continuously arriving data and sudden fluctuations in these vo...
Kyungmin Cho, SungJae Jo, Hyukjae Jang, Su Myeon K...
PAKDD
2007
ACM
143views Data Mining» more  PAKDD 2007»
14 years 2 months ago
Clustering Ensembles Based on Normalized Edges
The co-association (CA) matrix was previously introduced to combine multiple partitions. In this paper, we analyze the CA matrix, and address its difference from the similarity ma...
Yan Li, Jian Yu, Pengwei Hao, Zhulin Li
ICDE
2005
IEEE
108views Database» more  ICDE 2005»
14 years 2 months ago
Robust Identification of Fuzzy Duplicates
Detecting and eliminating fuzzy duplicates is a critical data cleaning task that is required by many applications. Fuzzy duplicates are multiple seemingly distinct tuples which re...
Surajit Chaudhuri, Venkatesh Ganti, Rajeev Motwani
EDM
2009
125views Data Mining» more  EDM 2009»
13 years 6 months ago
A Data Mining Approach to Reveal Representative Collaboration Indicators in Open Collaboration Frameworks
Data mining methods are successful in educational environments to discover new knowledge or learner skills or features. Unfortunately, they have not been used in depth with collabo...
Antonio R. Anaya, Jesus Boticario
ICPR
2008
IEEE
14 years 3 months ago
Clip retrieval using multi-modal biometrics in meeting archives
We present a system to retrieve all clips from a meeting archive that show a particular individual speaking, using a single face or voice sample as the query. The system incorpora...
Himanshu Vajaria, Sudeep Sarkar, Rangachar Kasturi