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» The Stardinates - Visualizing Highly Structured Data
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IJPRAI
2010
151views more  IJPRAI 2010»
15 years 9 days ago
Structure-Embedded AUC-SVM
: AUC-SVM directly maximizes the area under the ROC curve (AUC) through minimizing its hinge loss relaxation, and the decision function is determined by those support vector sample...
Yunyun Wang, Songcan Chen, Hui Xue
TSP
2011
197views more  TSP 2011»
14 years 8 months ago
Group Object Structure and State Estimation With Evolving Networks and Monte Carlo Methods
—This paper proposes a technique for motion estimation of groups of targets based on evolving graph networks. The main novelty over alternative group tracking techniques stems fr...
Amadou Gning, Lyudmila Mihaylova, Simon Maskell, S...
126
Voted
KDD
2001
ACM
196views Data Mining» more  KDD 2001»
16 years 2 months ago
Efficient discovery of error-tolerant frequent itemsets in high dimensions
We present a generalization of frequent itemsets allowing the notion of errors in the itemset definition. We motivate the problem and present an efficient algorithm that identifie...
Cheng Yang, Usama M. Fayyad, Paul S. Bradley
DEBU
2000
95views more  DEBU 2000»
15 years 1 months ago
Accurately and Reliably Extracting Data from the Web: A Machine Learning Approach
A critical problem in developing information agents for the Web is accessing data that is formatted for human use. We have developed a set of tools for extracting data from web si...
Craig A. Knoblock, Kristina Lerman, Steven Minton,...
98
Voted
CISIS
2009
IEEE
15 years 8 months ago
Integration of Shareable Containers with Distributed Hash Tables for Storage of Structured and Dynamic Data
Structured, spatial-temporal data arises in many applications areas such as transportation, sensor networks or mobile services. Peer to peer networks are the natural choice for th...
eva Kühn, Richard Mordinyi, Hannu-D. Goiss, T...