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PAKDD
2001
ACM
148views Data Mining» more  PAKDD 2001»
14 years 1 months ago
Scalable Hierarchical Clustering Method for Sequences of Categorical Values
Data clustering methods have many applications in the area of data mining. Traditional clustering algorithms deal with quantitative or categorical data points. However, there exist...
Tadeusz Morzy, Marek Wojciechowski, Maciej Zakrzew...
PAKDD
2001
ACM
100views Data Mining» more  PAKDD 2001»
14 years 1 months ago
Incompleteness in Data Mining
H. V. Jagadish
PAKDD
2001
ACM
157views Data Mining» more  PAKDD 2001»
14 years 1 months ago
Applying Pattern Mining to Web Information Extraction
Information extraction (IE) from semi-structured Web documents is a critical issue for information integration systems on the Internet. Previous work in wrapper induction aim to so...
Chia-Hui Chang, Shao-Chen Lui, Yen-Chin Wu
PAKDD
2001
ACM
121views Data Mining» more  PAKDD 2001»
14 years 1 months ago
Direct Domain Knowledge Inclusion in the PA3 Rule Induction Algorithm
Inclusion of domain knowledge in a process of knowledge discovery in databases is a complex but very important part of successful knowledge discovery solutions. In real-life data m...
Pedro de Almeida
LSO
2001
Springer
14 years 1 months ago
Knowledge Elicitation through Web-Based Data Mining Services
Knowledge is a vital component for organisational growth and data mining provides the technological basis for automated knowledge elicitation from data sources. The emergence of Ap...
Shonali Krishnaswamy, Seng Wai Loke, Arkady B. Zas...
KDD
2001
ACM
226views Data Mining» more  KDD 2001»
14 years 1 months ago
Image Mining: Issues, Frameworks and Techniques
Advances in image acquisition and storage technology have led to tremendous growth in significantly large and detailed image databases. These images, if analyzed, can reveal usefu...
Ji Zhang, Wynne Hsu, Mong-Li Lee
INCDM
2001
Springer
109views Data Mining» more  INCDM 2001»
14 years 1 months ago
Experience Management: The Fraunhofer IESE Experience Factory
: Experience Management (EM) is an area that is increasingly gaining importance. Its roots lie in Experimental Software Engineering ("Experience Factory"), in Artificial ...
Klaus-Dieter Althoff, Björn Decker, Susanne H...
DBPL
2001
Springer
118views Database» more  DBPL 2001»
14 years 1 months ago
On Monotone Data Mining Languages
Abstract. We present a simple Data Mining Logic (DML) that can express common data mining tasks, like “Find Boolean association rules” or “Find inclusion dependencies.” At ...
Toon Calders, Jef Wijsen
DAWAK
2001
Springer
14 years 1 months ago
A Theoretical Framework for Association Mining Based on the Boolean Retrieval Model
Data mining has been defined as the non- trivial extraction of implicit, previously unknown and potentially useful information from data. Association mining is one of the important...
Peter Bollmann-Sdorra, Aladdin Hafez, Vijay V. Rag...