AUSDM
2008
Springer
13 years 6 months ago
2008
Springer
Malware detection is an important problem today. New malware appears every day and in order to be able to detect it, it is important to recognize families of existing malware. Dat...
AUSDM
2008
Springer
13 years 6 months ago
2008
Springer
The popularity of computer networks broadens the scope for network attackers and increases the damage these attacks can cause. In this context, Intrusion Detection Systems (IDS) a...
AUSDM
2008
Springer
13 years 6 months ago
2008
Springer
With the development of microarray
AUSDM
2008
Springer
13 years 6 months ago
2008
Springer
Supervised text categorization is a machine learning task where a predefined category label is automatically assigned to a previously unlabelled document based upon characteristic...
AUSDM
2008
Springer
13 years 6 months ago
2008
Springer
Term signal is an existing text representation that depicts a term as a vector of frequencies of occurrences in a number of user-defined partitions of a document. Although term si...
AUSDM
2008
Springer
13 years 6 months ago
2008
Springer
The area of imbalanced datasets is still relatively new, and it is known that the use of overall accuracy is not an appropriate evaluation measure for imbalanced datasets, because...
AUSDM
2008
Springer
13 years 6 months ago
2008
Springer
LBR is a highly accurate classification algorithm, which lazily constructs a single Bayesian rule for each test instance at classification time. However, its computational complex...
AUSDM
2008
Springer
13 years 6 months ago
2008
Springer
AUSDM
2008
Springer
13 years 6 months ago
2008
Springer
Complex network analysis involves the study of the properties of various real world networks. In this broad field, research on community structures forms an important sub area. Th...
AUSDM
2008
Springer
13 years 6 months ago
2008
Springer
Growing up is in large measure learning about the world and our social and linguistic environment. We might call this data mining, although it is far more multimodal and immersive...