127 citations · 307 across the 11 of their papers we have counts for
3 papers · 1 filter
Scalable Semi-Supervised Learning over Networks using Nonsmooth Convex Optimization
Alexander Jung, Alfred O. Hero, Alexandru Mara +1
We propose a scalable method for semi-supervised (transductive) learning from massive network-structured datasets. Our approach to semi-supervised learning is based on representing…
Multiple instance learning for sequence data with across bag dependencies
Manel Zoghlami, Sabeur Aridhi, Mondher Maddouri +1
In Multiple Instance Learning (MIL) problem for sequence data, the instances inside the bags are sequences. In some real world applications such as bioinformatics, comparing a rand…
Feature extraction in protein sequences classification : a new stability measure
Rabie Saidi, Sabeur Aridhi, Mondher Maddouri +1
Feature extraction is an unavoidable task, especially in the critical step of preprocessing biological sequences. This step consists for example in transforming the biological sequ…