Modeling position specificity in sequence kernels by fuzzy equivalence relations
Sprache des Titels:
Englisch
Original Kurzfassung:
This paper demonstrates that several known sequence
kernels can be expressed in a unified framework in which the position
specificity is modeled by fuzzy equivalence relations. In addition to
this interpretation, we address the practical issues of positive semidefiniteness,
computational complexity, and the extraction of interpretable
features from the final support vector machine classifier.
Sprache der Kurzfassung:
Deutsch
Erscheinungsjahr:
2009
Notiz zum Zitat:
Proc. Joint 13th IFSA World Congress and 6th EUSFLAT Conference, Lisbon, Portugal, July 2009
Forschungs-