[PDF][PDF] Fast string kernels using inexact matching for protein sequences.

C Leslie, R Kuang, K Bennett - Journal of Machine Learning Research, 2004 - jmlr.org
… of k-mer based string kernels related to the recently presented mismatch kernel and designed
for use … These new kernels – restricted gappy kernels, substitution kernels, and wildcard …

Scalable algorithms for string kernels with inexact matching

P Kuksa, PH Huang, V Pavlovic - Advances in neural …, 2008 - proceedings.neurips.cc
… for string comparison with mismatches under the string kernels framework. … match constraints
our algorithms are several orders of magnitude faster than the existing algorithms for string

Inexact matching string kernels for protein classification

C Leslie, R Kuang, E Eskin - Kernel Methods in Computational …, 2004 - direct.mit.edu
… We review several families of string kernels designed in particular for use … kernels, and
three newer related models: restricted gappy kernels, substitution kernels, and wildcard kernels. …

Fast kernels for inexact string matching

C Leslie, R Kuang - … Theory and 7th Kernel Workshop, COLT/Kernel 2003 …, 2003 - Springer
… We introduce several new families of string kernels designed in particular for use with support
… These kernels – restricted gappy kernels, substitution kernels, and wildcard kernels – are …

Fast kernels for string and tree matching

SVN Vishwanathan, AJ Smola - 2004 - direct.mit.edu
… For inexact matches, unfortunately, such modifications are (still) not possible and we
suggest the online construction of Leslie et al. (2003b) for an efficient implementation. …

[PDF][PDF] Spam Filtering Using Inexact String Matching in Explicit Feature Space with On-Line Linear Classifiers.

D Sculley, G Wachman, CE Brodley - TREC, 2006 - Citeseer
inexact string matching kernels, and conflate the ideas of wildcards and gaps. Second, we
map inexact string matching … on the methods of efficient inexact string matching (Section 2) …

Exact and inexact graph matching: Methodology and applications

K Riesen, X Jiang, H Bunke - Managing and mining graph data, 2010 - Springer
… of tasks in graph matching, viz. exact matching and inexact matching. In the former case, for
a … A number of graph kernels have been designed for graph matching [26, 57]. A seminal …

Profile-based string kernels for remote homology detection and motif extraction

R Kuang, E Ie, K Wang, K Wang, M Siddiqi… - … of bioinformatics and …, 2005 - World Scientific
… Previous string kernels relied on defining an inexact-matching neigborhood of k-mers around
each k-length contiguous subsequence in the input sequence. For example, for the (k, m)-…

[PDF][PDF] The stringdist package for approximate string matching.

MPJ Van der Loo - R J., 2014 - journal.r-project.org
inexact matching equivalents of R’s native exact matching functions … match of a string in
a lookup table. Here, we focus on dictionary lookup applications using online string matching

[PDF][PDF] Fast exact string matching on the GPU

MC Schatz, C Trapnell - Center for Bioinformatics and Computational …, 2007 - Citeseer
… Here, we present our string-matching kernel for use in the … tree for finding exact matches
for a set of query strings. We … analysis performed, including inexact matching with a seed and …