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DAWAK
2004
Springer
14 years 2 months ago
Deriving Efficient SQL Sequences via Read-Aheads
A. Soydan Bilgin, Rada Chirkova, Timo J. Salo, Mun...
DAWAK
2004
Springer
14 years 2 months ago
Inductive Databases of Polynomial Equations
Saso Dzeroski, Ljupco Todorovski, Peter Ljubic
DAWAK
2004
Springer
14 years 2 months ago
Categorical Data Visualization and Clustering Using Subjective Factors
Clustering is an important data mining problem. However, most earlier work on clustering focused on numeric attributes which have a natural ordering to their attribute values. Rec...
Chia-Hui Chang, Zhi-Kai Ding
DAWAK
2004
Springer
14 years 2 months ago
A Tree Partitioning Method for Memory Management in Association Rule Mining
All methods of association rule mining require the frequent sets of items, that occur together sufficiently often to be the basis of potentially interesting rules, to be first com...
Shakil Ahmed, Frans Coenen, Paul H. Leng
CINQ
2004
Springer
177views Database» more  CINQ 2004»
14 years 2 months ago
Generic Pattern Mining Via Data Mining Template Library
Frequent Pattern Mining (FPM) is a very powerful paradigm for mining informative and useful patterns in massive, complex datasets. In this paper we propose the Data Mining Templat...
Mohammed Javeed Zaki, Nilanjana De, Feng Gao, Paol...
CASDMKM
2004
Springer
144views Data Mining» more  CASDMKM 2004»
14 years 2 months ago
Knowledge-Information Circulation Through the Enterprise: Forward to the Roots of Knowledge Management
The field of Knowledge Management (KM) has already completed its initiatory phase, characterized by operational confusion between knowledge and information, stemming from the tenuo...
Milan Zeleny
CASDMKM
2004
Springer
157views Data Mining» more  CASDMKM 2004»
14 years 2 months ago
A Novel Hybrid AI System Framework for Crude Oil Price Forecasting
In this study, a novel hybrid AI system framework is developed by means of a systematic integration of artificial neural networks (ANN) and rulebased expert system (RES) with web-b...
Shouyang Wang, Lean Yu, Kin Keung Lai
CASDMKM
2004
Springer
147views Data Mining» more  CASDMKM 2004»
14 years 2 months ago
Data Set Balancing
This paper conducts experiments with three skewed data sets, seeking to demonstrate problems when skewed data is used, and identifying counter problems when data is balanced. The b...
David L. Olson
CASDMKM
2004
Springer
131views Data Mining» more  CASDMKM 2004»
14 years 2 months ago
XML-Based Schemes for Business Project Portfolio Selection
Abstract. Many methodologies have been introduced to deal with project portfolio selection problem including some techniques that help to evaluate individual projects, or to select...
Jichang Dong, Kin Keung Lai, Shouyang Wang