Conference

Syntactical Similarity Learning by means of Grammatical Evolution

Several research efforts have shown that a similarity function synthesized from examples may capture an application-specific similarity criterion in a way that fits the application needs more effectively than a generic distance definition. In this …

Your Paper has been Accepted, Rejected, or whatever: Automatic Generation of Scientific Paper Reviews

Peer review is widely viewed as an essential step for ensuring scientific quality of a work and is a cornerstone of scholarly publishing. On the other hand, the actors involved in the publishing process are often driven by incentives which may, and …

An Author Profiling Approach Based on Language-dependent Content and Stylometric Features

We describe the approach that we submitted to the 2015 PAN competition for the author profiling task. The task consists in predicting some attributes of an author analyzing a set of his/her Twitter tweets.We consider several sets of stylometric and …

Effectiveness of Opcode ngrams for Detection of Multi Family Android Malware

With the wide diffusion of smartphones and their usage in a plethora of processes and activities, these devices have been handling an increasing variety of sensitive resources. Attackers are hence producing a large number of malware applications for …

Evolutionary Learning of Syntax Patterns for Genic Interaction Extraction

There is an increasing interest in the development of techniques for automatic relation extraction from unstructured text. The biomedical domain, in particular, is a sector that may greatly benefit from those techniques due to the huge and ever …

Learning Text Patterns using Separate-and-Conquer Genetic Programming

The problem of extracting knowledge from large volumes of unstructured textual information has become increasingly important. We consider the problem of extracting text slices that adhere to a syntactic pattern and propose an approach capable of …

Compressing Regular Expression Sets for Deep Packet Inspection

The ability to generate security-related alerts while analyzing network traffic in real time has become a key mechanism in many networking devices. This functionality relies on the application of large sets of regular expressions describing attack …

Playing Regex Golf with Genetic Programming

Regex golf has recently emerged as a specific kind of code golf, i.e., unstructured and informal programming competitions aimed at writing the shortest code solving a particular problem. A problem in regex golf consists in writing the shortest …

A Novel Estimation Methodology for Tracheal Pressure in Mechanical Ventilation Control

High-frequency percussive ventilation (HFPV) is a non-conventional mechanical ventilatory strategy which has proven useful in the treatment of a number of pathological conditions. HFPV usually involves the usage of endotracheal tubes (EET) connecting …

Automatic String Replace by Examples

Search-and-replace is a text processing task which may be largely automated with regular expressions: the user must describe with a specific formal language the regions to be modified (search pattern) and the corresponding desired changes …