Abstract The One-versus-One (OVO) strategy is one of the most common and effective
techniques to deal with multi-class classification problems. The basic idea of an OVO …

In this era of “big data”, hundreds or even thousands of patent applications arrive every day
to patent offices around the world. One of the first tasks of the professional analysts in patent …

Nowadays, people share a lot of information in social media in the form of videos, news,
photos, posts, likes, etc. This large amount of generated information reflects the opinions …

Patent classification is a task performed in patent offices around the world by experts, where
they assign category codes to a patent application based on its technical content …

Author profiling is a challenging task that consists of identifying a person's relevant attributes
based on the content he/she generates. In this article, we validate a classification method …

We present an overview of the 2018 ALTA shared task. This is the 9th of the series of shared
tasks organised by ALTA since 2010. The task was to classify Australian patent …

Fair feature selection for classification decision tasks has recently garnered significant
attention from researchers. However, existing fair feature selection algorithms fall short of …

Despite being known for their robust performance in the biometrics domain, Deep
Convolutional Neural Networks always face a high risk of being fooled by precisely …

User identification in social media is of crucial interest for companies and organizations for
purposes of marketing, e-commerce, security and demographics. In this paper, we aim to …

Document classification can be defined as the task of automatically categorizing collections
of electronic documents into their annotated classes, based on their contents. It is an …