A middleware protocol parser is syntactically "unaware" of encapsulated messages, which are treated as a collection of binary data or arbitrary character strings.
Based on this property, a simple method of decomposing the image into a collection of binary images is to separate the m coefficients of the polynomial into -bit planes.
Current methods for multi-label prediction typically reduce the multi-label prediction task to a collection of binary prediction tasks [34].
We trained a collection of binary SVMs, each trained on a single GO category.
As a baseline method we trained a collection of binary SVMs, each trained on a single HPO term.
Our results demonstrate that using the SSVM is more effective than the traditional approach of decomposing the problem into a collection of binary classification problems.
We used following three AFP approaches in our experiments: GOstruct [ 4], a collection of binary SVMs, and a network-based guilt-by-association method (GBA).
Guigó et al. (1996) were the first to address a comprehensive phylogenetic problem that maps duplication events from a collection of rooted, binary gene trees onto a larger rooted binary species tree.
The MRP matrix is a collection of partial binary characters defined by the input source trees.
The objective of the system is to identify the code clones of a target malware from a collection of previously analyzed malware binaries.
The first one was the standard orthogonal binary encoding that essentially considers each position as a collection of 20, mutually exclusive, binary variables, each one representing the presence of a specific amino acid in that position.
