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KDD
1998
ACM
105views Data Mining» more  KDD 1998»
14 years 3 months ago
Pattern Directed Mining of Sequence Data
Valery Guralnik, Duminda Wijesekera, Jaideep Sriva...
KDD
1998
ACM
97views Data Mining» more  KDD 1998»
14 years 3 months ago
Mining in the Presence of Selectivity Bias and its Application to Reject Inference
A. J. Feelders, Soong Chang, Geoffrey J. McLachlan
KDD
1998
ACM
114views Data Mining» more  KDD 1998»
14 years 3 months 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 3 months 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 3 months 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 3 months 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 3 months 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 3 months 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 3 months ago
Finding Frequent Substructures in Chemical Compounds
Luc Dehaspe, Hannu Toivonen, Ross D. King