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KDD
1998
ACM
114views Data Mining» more  KDD 1998»
14 years 25 days ago
Coactive Learning for Distributed Data Mining
Weintroducecoactive learning as a distributed learning approachto data miningin networkedand distributed databases. Thecoactive learningalgorithmsact on independent data sets and ...
Dan L. Grecu, Lee A. Becker
KDD
1998
ACM
99views Data Mining» more  KDD 1998»
14 years 25 days ago
On the Efficient Gathering of Sufficient Statistics for Classification from Large SQL Databases
For a wide variety of classification algorithms, scalability to large databases can be achieved by observing that most algorithms are driven by a set of sufficient statistics that...
Goetz Graefe, Usama M. Fayyad, Surajit Chaudhuri
KDD
1998
ACM
75views Data Mining» more  KDD 1998»
14 years 25 days ago
Knowledge Discovery and the Interface of Computing and Statistics
Brief but stimulatingoverviewsarepresented to placeknowledgediscoveryanddatamining (KDD) in the dataanalysisandresearchcycles:
Arnold Goodman, John F. Elder IV
KDD
1998
ACM
160views Data Mining» more  KDD 1998»
14 years 25 days ago
Algorithms for Characterization and Trend Detection in Spatial Databases
1 The number and the size of spatial databases, e.g. for geomarketing, traffic control or environmental studies, are rapidly growing which results in an increasing need for spatial...
Martin Ester, Alexander Frommelt, Hans-Peter Krieg...
KDD
1998
ACM
98views Data Mining» more  KDD 1998»
14 years 25 days ago
FlexiMine - A Flexible Platform for KDD Research and Application Construction
Carmel Domshlak, D. Gershkovich, Ehud Gudes, N. Li...
KDD
1998
ACM
185views Data Mining» more  KDD 1998»
14 years 25 days ago
Toward Scalable Learning with Non-Uniform Class and Cost Distributions: A Case Study in Credit Card Fraud Detection
Verylarge databases with skewedclass distributions and non-unlformcost per error are not uncommonin real-world data mining tasks. Wedevised a multi-classifier meta-learningapproac...
Philip K. Chan, Salvatore J. Stolfo
KDD
1998
ACM
95views Data Mining» more  KDD 1998»
14 years 25 days ago
Finding Frequent Substructures in Chemical Compounds
Luc Dehaspe, Hannu Toivonen, Ross D. King
KDD
1998
ACM
106views Data Mining» more  KDD 1998»
14 years 25 days ago
Interactive Interpretation of Kohonen Maps Applied to Curves
1 For large customers, Electricit
Anne Debregeas, Georges Hébrail
KDD
1998
ACM
101views Data Mining» more  KDD 1998»
14 years 25 days ago
Probabilistic Modeling for Information Retrieval with Unsupervised Training Data
We apply a well-known Bayesian probabilistic model to textual information retrieval: the classification of documents based on their relevance to a query. This model was previously...
Ernest P. Chan, Santiago Garcia, Salim Roukos