Higher-order languages, such as Haskell, encourage the proto build abstractions by composing functions. A good compiler must inline many of these calls to recover an e ciently exe...
The conversion of scholarly journals to digital format is proceeding rapidly, especially of those from large commercial and learned society publishers. This conversion offers the ...
Abstract. Boosting methods are known to improve generalization performances of learning algorithms reducing both bias and variance or enlarging the margin of the resulting multi-cl...
Francesco Masulli, Matteo Pardo, Giorgio Sbervegli...
Bagging and boosting are two popular ensemble methods that achieve better accuracy than a single classifier. These techniques have limitations on massive datasets, as the size of t...
Nitesh V. Chawla, Lawrence O. Hall, Kevin W. Bowye...
Real-world natural language sentences are long and complex, and always contain unexpected grammatical constructions. It even includes noise and ungrammaticality. This paper descri...