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ICML
2007
IEEE
16 years 7 months ago
Experimental perspectives on learning from imbalanced data
We present a comprehensive suite of experimentation on the subject of learning from imbalanced data. When classes are imbalanced, many learning algorithms can suffer from the pers...
Jason Van Hulse, Taghi M. Khoshgoftaar, Amri Napol...
ICML
2005
IEEE
16 years 7 months ago
A theoretical analysis of Model-Based Interval Estimation
Several algorithms for learning near-optimal policies in Markov Decision Processes have been analyzed and proven efficient. Empirical results have suggested that Model-based Inter...
Alexander L. Strehl, Michael L. Littman
SCAM
2007
IEEE
16 years 17 days ago
Keynote Address: .QL for Source Code Analysis
Many tasks in source code analysis can be viewed as evaluating queries over a relational representation of the code. Here we present an object-oriented query language, named .QL, ...
Oege de Moor, Mathieu Verbaere, Elnar Hajiyev, Pav...
WCC
2005
Springer
156views Cryptology» more  WCC 2005»
15 years 11 months ago
One and Two-Variable Interlace Polynomials: A Spectral Interpretation
We relate the one- and two-variable interlace polynomials of a graph to the spectra of a quadratic boolean function with respect to a strategic subset of local unitary transforms. ...
Constanza Riera, Matthew G. Parker
ECOOPW
1998
Springer
15 years 10 months ago
Object-Oriented Frameworks: Architecture Adaptability
Quality and economical aspects of software development are strictly related. Adaptability, as a feature of quality, fosters reuse and the resulting economies of scale. Domain anal...
Paolo Predonzani, Giancarlo Succi, Andrea Valerio,...