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» Embedding Heterogeneous Data Using Statistical Models
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122
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CIKM
2008
Springer
15 years 2 months ago
Metric-based ontology learning
Ontology learning is an important task in Artificial Intelligence, Semantic Web and Text Mining. This paper presents a novel framework for, and solutions to, three practical probl...
Hui Yang, Jamie Callan
102
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DIMVA
2008
15 years 2 months ago
Learning and Classification of Malware Behavior
Malicious software in form of Internet worms, computer viruses, and Trojan horses poses a major threat to the security of networked systems. The diversity and amount of its variant...
Konrad Rieck, Thorsten Holz, Carsten Willems, Patr...
CLEIEJ
2006
147views more  CLEIEJ 2006»
15 years 18 days ago
JADIMA: Virtual Machine Architecture for building JAVA Applications on Grid Platforms
This paper describes JADIMA (Java Distributed Machine), a collaborative platform to construct high performance distributed JAVA applications. JADIMA is a system that automatically...
Yudith Cardinale, Eduardo Blanco, Jesús De ...
101
Voted
CSB
2003
IEEE
130views Bioinformatics» more  CSB 2003»
15 years 5 months ago
A Computational Approach to Reconstructing Gene Regulatory Networks
Reverse-engineering of gene networks using linear models often results in an underdetermined system because of excessive unknown parameters. In addition, the practical utility of ...
Xutao Deng, Hesham H. Ali
92
Voted
ICML
2008
IEEE
16 years 1 months ago
Localized multiple kernel learning
Recently, instead of selecting a single kernel, multiple kernel learning (MKL) has been proposed which uses a convex combination of kernels, where the weight of each kernel is opt...
Ethem Alpaydin, Mehmet Gönen