Latest Publications
Multi-Objective Optimization in Dynamic Content Adaptation of Slide Documents
In mobile web conferencing, slide decks should be optimized before delivery to meet the constraints and environments of target mobile devices. To deliver optimally adapted slides, a trade-off between the visual aspect and delivery time must be reached. […]
Summit-Training: A hybrid Semi-Supervised technique and its application to classification tasks
With an explosion in the amount of data available for classification problems it becomes more and more complicated to obtain labels for the whole dataset. Because of this we are frequently presented with only a fraction of labeled […]
UFuzzy: Fuzzy models with Universum
Recently, many works have begun to explore the possibility of using samples out of the training set to improve their results. One of these approaches, Universum, introduced by Vapnik had already been used in combination with several classifiers […]
PSI: Patch-based script identification using non-negative matrix factorization
Script identification is an important step in automatic understanding of ancient manuscripts because there is no universal script-independent understanding tool available. Unlike the machine-printed and modern documents, ancient manuscripts are highly-unconstrained in structure and layout and suffer from […]
