We describe our submission to the IJCRS’15 Data Mining Competition, where the objective is to predict methane outbreaks from multiple sensor readings. Our solution exploits a selective naive Bayes classifier, with optimal preprocessing, variable selection and model averaging, together with an automatic variable construction method that builds many variables from time series records. One challen...

Purpose: The aim of the current study was to investigate the effectiveness of schema therapy and mindfulness based cognitive therapy on the rate of using negative automatic thoughts in women with major depression in Mashhad. Participants were 36 depressed women clients, randomly selected and randomly designated to 3 groups (two experimental group and control group). Materials and method: This s...

Data has been made reusable and machine-interpretable by publishing it as Linked Data. However, automatically processing Linked Data is not fully achieved yet, as manual effort is still needed to integrate existing tools and libraries within a certain technology stack. To enable automatic processing, we propose exposing functions and methods as Linked Data, and publishing it in different progra...

A large part of Linked Data generation entails processing the raw data. However, this process is only documented in human-readable form or as a software repository. This inhibits reproducibility and comparability, as current documentation solutions do not provide detailed metadata and rely on the availability of specific software environments. This paper proposes an automatic capturing mechanis...

In the world of SIGINT / COMINT more data are incoming from a large variety of sources – for example mobile and satellite communication. Automatic systems become necessary to process the amounts of data. In this paper we focus two main aspects: (1) the treatment and processing of data coming from different sources in the same standard manner, i.e. all inputs formats will be treated in the same ...

Affective stimuli can elicit fast and automatic responses. Traditional accounts assume a dual route mechanism with one route underlying automatic processing and one route underlying controlled processing. Recent studies show that automatic processes may be affected by top-down influences. To account for this interaction between automatic and controlled processing, we present a computational mod...