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KES
2004
Springer
16 years 29 days ago
A Comparison of Two Approaches to Data Mining from Imbalanced Data
Our objective is a comparison of two data mining approaches to dealing with imbalanced data sets. The first approach is based on saving the original rule set, induced by the LEM2 ...
Jerzy W. Grzymala-Busse, Jerzy Stefanowski, Szymon...
PERVASIVE
2004
Springer
16 years 29 days ago
Siren: Context-aware Computing for Firefighting
Based on an extensive field study of current firefighting practices, we have developed a system called Siren to support tacit communication between firefighters with multiple level...
Xiaodong Jiang, Nicholas Y. Chen, Jason I. Hong, K...
SEMWEB
2004
Springer
16 years 28 days ago
Bipartite Graphs as Intermediate Model for RDF
Abstract. RDF Graphs are sets of assertions in the form of subjectpredicate-object triples of information resources. Although for simple examples they can be understood intuitively...
Jonathan Hayes, Claudio Gutiérrez
SPIRE
2004
Springer
16 years 28 days ago
Metric Indexing for the Vector Model in Text Retrieval
In the area of Text Retrieval, processing a query in the vector model has been verified to be qualitatively more effective than searching in the boolean model. However, in case o...
Tomás Skopal, Pavel Moravec, Jaroslav Pokor...
WER
2004
Springer
16 years 28 days ago
Enhancing Requirements to derive Multi-Agent Architectures
Software systems of today are characterized by the increasing size, complexity, distribution and heterogeneity. Understanding and supporting the interaction between software requir...
Lúcia R. D. Bastos, Jaelson Brelaz de Castr...