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KDD
1997
ACM
120views Data Mining» more  KDD 1997»
13 years 9 months ago
Discovering Trends in Text Databases
We describe a system we developed for identifying trends in text documents collected over a period of time. Trends can be used, for example, to discover that a company is shifting...
Brian Lent, Rakesh Agrawal, Ramakrishnan Srikant
KDD
1997
ACM
107views Data Mining» more  KDD 1997»
13 years 9 months ago
Mining for Causes of Cancer: Machine Learning Experiments at Various Levels of Detail
Stefan Kramer, Bernhard Pfahringer, Christoph Helm...
KDD
1997
ACM
91views Data Mining» more  KDD 1997»
13 years 9 months ago
A Unified Notion of Outliers: Properties and Computation
Edwin M. Knorr, Raymond T. Ng
KDD
1997
ACM
106views Data Mining» more  KDD 1997»
13 years 9 months ago
Clustering Sequences of Complex Objects
Sequential Data This paper is about the unsuperviseddiscovery of patterns in sequencesof compositeobjects. A compositeobject may be describedas a sequenceof other, simpler data. In...
A. Ketterlin
KDD
1997
ACM
213views Data Mining» more  KDD 1997»
13 years 9 months ago
A Probabilistic Approach to Fast Pattern Matching in Time Series Databases
Theproblemof efficiently and accurately locating patterns of interest in massivetimeseries data sets is an important and non-trivial problemin a wide variety of applications, incl...
Eamonn J. Keogh, Padhraic Smyth
KDD
1997
ACM
104views Data Mining» more  KDD 1997»
13 years 9 months ago
Scalable, Distributed Data Mining - An Agent Architecture
Hillol Kargupta, Ilker Hamzaoglu, Brian Stafford
KDD
1997
ACM
78views Data Mining» more  KDD 1997»
13 years 9 months ago
Mining Generalized Term Associations: Count Propagation Algorithm
We presenthere an approachand algorithm for mining generalizedterm associations.The problem is to find co-occurrencefrequenciesof terms, given a collection of documents eachwith r...
Jonghyun Kahng, Wen-Hsiang Kevin Liao, Dennis McLe...
KDD
1997
ACM
111views Data Mining» more  KDD 1997»
13 years 9 months ago
SIPping from the Data Firehose
When mining large databases, the data extraction problem and the interface between the database and data mining algorithm become important issues. Rather than giving a mining algo...
George H. John, Brian Lent
KDD
1997
ACM
86views Data Mining» more  KDD 1997»
13 years 9 months ago
Adjusting for Multiple Comparisons in Decision Tree Pruning
David Jensen, Matthew D. Schmill