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SIGMOD
2005
ACM
115views Database» more  SIGMOD 2005»
16 years 5 months ago
Enterprise information integration: successes, challenges and controversies
The goal of EII Systems is to provide uniform access to multiple data sources without having to first loading them into a data warehouse. Since the late 1990's, several EII p...
Alon Y. Halevy, Naveen Ashish, Dina Bitton, Michae...
SIGMOD
2002
ACM
154views Database» more  SIGMOD 2002»
16 years 5 months ago
Clustering Validity Checking Methods: Part II
Clustering results validation is an important topic in the context of pattern recognition. We review approaches and systems in this context. In the first part of this paper we pre...
Maria Halkidi, Yannis Batistakis, Michalis Vazirgi...
SIGMOD
2001
ACM
166views Database» more  SIGMOD 2001»
16 years 5 months ago
ADAM: A Testbed for Exploring the Use of Data Mining in Intrusion Detection
Intrusion detection systems have traditionally been based on the characterization of an attack and the tracking of the activity on the system to see if it matches that characteriz...
Daniel Barbará, Julia Couto, Sushil Jajodia, Ning...
ADBIS
2006
Springer
200views Database» more  ADBIS 2006»
15 years 11 months ago
Anomaly Detection Using Unsupervised Profiling Method in Time Series Data
The anomaly detection problem has important applications in the field of fraud detection, network robustness analysis and intrusion detection. This paper is concerned with the prob...
Zakia Ferdousi, Akira Maeda
132
Voted
DEXAW
2005
IEEE
138views Database» more  DEXAW 2005»
15 years 10 months ago
Towards a Better Integration of Data Mining and Decision Support via Computational Intelligence
Despite a high level of activity and a large number of researchers involved, current research in data mining is plagued with several serious problems that should be regarded as to...
Sylvain Delisle