Support Vector Machines (SVM) have been extensively studied and have shown remarkable success in many applications. However the success of SVM is very limited when it is applied to...
Radiation-induced lung injury, radiation pneumonitis (RP), is a potentially fatal side-effect of thoracic radiation therapy. In this work, using an ensemble of support vector mac...
Todd W. Schiller, Yixin Chen, Issam El-Naqa, Josep...
In machine learning problems with tens of thousands of features and only dozens or hundreds of independent training examples, dimensionality reduction is essential for good learni...
Question classification is very important for question answering. This paper presents our research work on automatic question classification through machine learning approaches. W...
This position paper suggests research directions in the area of virtual machines supporting aspect-oriented capabilities in the context of object-oriented languages. Categories an...