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SGAI
2007
Springer
16 years 13 days ago
Evolving a Dynamic Predictive Coding Mechanism for Novelty Detection
Novelty detection is a machine learning technique which identifies new or unknown information in large data sets. We present our current work on the construction of a new novelty...
Simon J. Haggett, Dominique F. Chu, Ian W. Marshal...
176
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SUM
2007
Springer
16 years 13 days ago
Managing Uncertainty in Schema Matcher Ensembles
Schema matching is the task of matching between concepts describing the meaning of data in various heterogeneous, distributed data sources. With many heuristics to choose from, sev...
Anan Marie, Avigdor Gal
ICDM
2006
IEEE
89views Data Mining» more  ICDM 2006»
16 years 11 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
ICMCS
2006
IEEE
119views Multimedia» more  ICMCS 2006»
16 years 11 days ago
Video News Shot Labeling Refinement via Shot Rhythm Models
We present a three-step post-processing method for increasing the precision of video shot labels in the domain of television news. First, we demonstrate that news shot sequences c...
John R. Kender, Milind R. Naphade
ICMCS
2006
IEEE
136views Multimedia» more  ICMCS 2006»
16 years 11 days ago
PASS: Peer-Aware Silence Suppression for Internet Voice Conferences
A novel tandem-free solution for multiparty VoIP conferences called PASS (Peer-Aware Silence Suppression) is presented. Similar to traditional tandem-free solutions, PASS introduc...
Xun Xu, Li-wei He, Dinei A. F. Florêncio, Yo...
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