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DMIN
2006
164views Data Mining» more  DMIN 2006»
15 years 8 months ago
Random Forest and PCA for Self-Organizing Maps based Automatic Music Genre Discrimination
Digital music distribution industry has seen a tremendous growth in resent years. Tasks such us automatic music genre discrimination address new and exciting research challenges. A...
Xin Jin, Rongfang Bie
179
Voted
MM
2010
ACM
336views Multimedia» more  MM 2010»
15 years 7 months ago
Movie genre classification via scene categorization
This paper presents a method for movie genre categorization of movie trailers, based on scene categorization. We view our approach as a step forward from using only low-level visu...
Howard Zhou, Tucker Hermans, Asmita V. Karandikar,...
197
Voted
SCP
2010
154views more  SCP 2010»
15 years 5 months ago
An algebraic foundation for automatic feature-based program synthesis
Feature-Oriented Software Development provides a multitude of formalisms, methods, languages, and tools for building variable, customizable, and extensible software. Along differe...
Sven Apel, Christian Lengauer, Bernhard Mölle...
ICPR
2008
IEEE
16 years 1 months ago
Fast multiple instance learning via L1, 2 logistic regression
In this paper, we develop an efficient logistic regression model for multiple instance learning that combines L1 and L2 regularisation techniques. An L1 regularised logistic regr...
Zhouyu Fu, Antonio Robles-Kelly
SAC
2010
ACM
15 years 4 months ago
A formal approach to reuse successful traceability practices in SPL projects
Software Product Line (SPL) Engineering has to deal with interrelated, complex models such as feature and architecture models, hence traceability is fundamental to keep them consi...
Angelina Espinoza, Goetz Botterweck, Juan Garbajos...