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ICDM
2006
IEEE
89views Data Mining» more  ICDM 2006»
16 years 18 days ago
On the Lower Bound of Local Optimums in K-Means Algorithm
The k-means algorithm is a popular clustering method used in many different fields of computer science, such as data mining, machine learning and information retrieval. However, ...
Zhenjie Zhang, Bing Tian Dai, Anthony K. H. Tung
IDEAS
2006
IEEE
109views Database» more  IDEAS 2006»
16 years 18 days ago
Collaborative Filtering Process in a Whole New Light
Collaborative Filtering (CF) Systems are gaining widespread acceptance in recommender systems and ecommerce applications. These systems combine information retrieval and data mini...
Panagiotis Symeonidis, Alexandros Nanopoulos, Apos...
IPPS
2006
IEEE
16 years 17 days ago
Implementation of a programmable array processor architecture for approximate string matching algorithms on FPGAs
Approximate string matching problem is a common and often repeated task in information retrieval and bioinformatics. This paper proposes a generic design of a programmable array p...
Panagiotis D. Michailidis, Konstantinos G. Margari...
SKG
2006
IEEE
16 years 17 days ago
Identifying Community Structure in Semantic Peer-to-Peer Networks
The research community has turned to create Semantic Overlay Networks for information retrieval in large scale peer-to-peer networks. Much research work in semantic overlay protoc...
Hanhua Chen, Hai Jin
ADBIS
2006
Springer
150views Database» more  ADBIS 2006»
16 years 16 days ago
Design and Implementation of a Document Database Extension
Abstract. Integration of text and documents into database management systems has been the subject of much research. However, most of the approaches are limited to data retrieval. C...
Stefania Leone, Ela Hunt, Thomas B. Hodel, Michael...
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