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ECML
2005
Springer
15 years 10 months ago
Rotational Prior Knowledge for SVMs
Incorporation of prior knowledge into the learning process can significantly improve low-sample classification accuracy. We show how to introduce prior knowledge into linear supp...
Arkady Epshteyn, Gerald DeJong
PKDD
2007
Springer
102views Data Mining» more  PKDD 2007»
15 years 10 months ago
Towards Data Mining Without Information on Knowledge Structure
Most knowledge discovery processes are biased since some part of the knowledge structure must be given before extraction. We propose a framework that avoids this bias by supporting...
Alexandre Vautier, Marie-Odile Cordier, Rene Quini...

Book
3022views
17 years 1 months ago
Spectral Audio Signal Processing
"The focus of this book is on spectral modeling applied to audio signals. Spectral modeling has two main components: analysis and synthesis. We analyze sound in terms of spect...
Julius O. Smith III
BPM
2008
Springer
207views Business» more  BPM 2008»
15 years 6 months ago
From Personal Task Management to End-User Driven Business Process Modeling
The need to involve business users in process modeling is largely perceived in the context of Business Process Management systems. This can facilitate the elaboration of consistent...
Todor Stoitsev, Stefan Scheidl, Felix Flentge, Max...
CLEIEJ
2010
15 years 2 months ago
Practices and Techniques for Engineering Process Capability Models
Software Process Improvement, based on a Maturity Level or a Process Capability Profile, from a Capability Maturity Model or an ISO/IEC 15504-based model, is well established in t...
Clenio F. Salviano, Marcia R. M. Martinez, Alessan...