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    KDD
    2006
    ACM
    157views Data Mining» more  KDD 2006»
    Using structure indices for efficient approximation of network properties
    14 years 12 months ago
    Using structure indices for efficient approximation of network properties
    Download  kdl.cs.umass.edu
    Statistics on networks have become vital to the study of relational data drawn from areas such as bibliometrics, fraud detection, bioinformatics, and the Internet. Calculating man...
    Matthew J. Rattigan, Marc Maier, David Jensen
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    KDD
    2006
    ACM
    149views Data Mining» more  KDD 2006»
    Regularized discriminant analysis for high dimensional, low sample size data
    14 years 12 months ago
    Regularized discriminant analysis for high dimensional, low sample size data
    Download  www.public.asu.edu
    Linear and Quadratic Discriminant Analysis have been used widely in many areas of data mining, machine learning, and bioinformatics. Friedman proposed a compromise between Linear ...
    Jieping Ye, Tie Wang
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    KDD
    2006
    ACM
    213views Data Mining» more  KDD 2006»
    Learning sparse metrics via linear programming
    14 years 12 months ago
    Learning sparse metrics via linear programming
    Download  people.csail.mit.edu
    Calculation of object similarity, for example through a distance function, is a common part of data mining and machine learning algorithms. This calculation is crucial for efficie...
    Glenn Fung, Rómer Rosales
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    KDD
    2006
    ACM
    134views Data Mining» more  KDD 2006»
    Is there a grand challenge or X-prize for data mining?
    14 years 12 months ago
    Is there a grand challenge or X-prize for data mining?
    Download  www.rgrossman.com
    This panel will discuss possible exciting and motivating Grand Challenge problems for Data Mining, focusing on bioinformatics, multimedia mining, link mining, text mining, and web...
    Gregory Piatetsky-Shapiro, Robert Grossman, Chaban...
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    KDD
    2006
    ACM
    142views Data Mining» more  KDD 2006»
    Automatic mining of fruit fly embryo images
    14 years 12 months ago
    Automatic mining of fruit fly embryo images
    Download  www.informedia.cs.cmu.edu
    We present FEMine, an automatic system for image-based gene expression analysis. We perform experiments on the largest publicly available collection of Drosophila ISH (in situ hyb...
    Jia-Yu Pan, André G. R. Balan, Eric P. Xing...
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    KDD
    2006
    ACM
    143views Data Mining» more  KDD 2006»
    Mining for misconfigured machines in grid systems
    14 years 12 months ago
    Mining for misconfigured machines in grid systems
    Download  www.cs.technion.ac.il
    Grid systems are proving increasingly useful for managing the batch computing jobs of organizations. One well known example for that is Intel which uses an internally developed sy...
    Noam Palatin, Arie Leizarowitz, Assaf Schuster, Ra...
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    KDD
    2006
    ACM
    141views Data Mining» more  KDD 2006»
    Statistical entity-topic models
    14 years 12 months ago
    Statistical entity-topic models
    Download  www.datalab.uci.edu
    The primary purpose of news articles is to convey information about who, what, when and where. But learning and summarizing these relationships for collections of thousands to mil...
    David Newman, Chaitanya Chemudugunta, Padhraic Smy...
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    KDD
    2006
    ACM
    201views Data Mining» more  KDD 2006»
    Clustering based large margin classification: a scalable approach using SOCP formulation
    14 years 12 months ago
    Clustering based large margin classification: a scalable approach using SOCP formulation
    Download  drona.csa.iisc.ernet.in
    This paper presents a novel Second Order Cone Programming (SOCP) formulation for large scale binary classification tasks. Assuming that the class conditional densities are mixture...
    J. Saketha Nath, Chiranjib Bhattacharyya, M. Naras...
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    KDD
    2006
    ACM
    228views Data Mining» more  KDD 2006»
    Algorithms for time series knowledge mining
    14 years 12 months ago
    Algorithms for time series knowledge mining
    Download  www.mybytes.de
    Temporal patterns composed of symbolic intervals are commonly formulated with Allen's interval relations originating in temporal reasoning. This representation has severe dis...
    Fabian Mörchen
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    KDD
    2006
    ACM
    142views Data Mining» more  KDD 2006»
    New cached-sufficient statistics algorithms for quickly answering statistical questions
    14 years 12 months ago
    New cached-sufficient statistics algorithms for quickly answering statistical questions
    Download  www.kdd2006.com
    Andrew Moore
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