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Early Detection of Depression: Social Network Analysis and Random Forest Techniques
(J M I R Publications, Inc., 2019-06-10)
[Abstract] Background: Major depressive disorder (MDD) or depression is among the most prevalent psychiatric disorders, affecting more than 300 million people globally. Early detection is critical for rapid intervention, ...
Time-Aware Detection Systems
(MDPI AG, 2019-08-05)
[Abstract] Communication network data has been growing in the last decades and with the generalisation of the Internet of Things (IoT) its growth has increased. The number of attacks to this kind of infrastructures have ...
High Order Profile Expansion to tackle the new user problem on recommender systems
(Public Library of Science, 2019-11-07)
[Abstract]
Collaborative Filtering algorithms provide users with recommendations based on their opinions, that is, on the ratings given by the user for some items. They are the most popular and widely implemented algorithms ...
Efficient execution of web navigation sequences
(Springer, 2014)
[Abstract]: Web automation applications are widely used for different purposes such as B2B integration and automated testing of web applications. Most current systems build the automatic web navigation component by using ...
Parallel JavaScript Execution in Web Navigation Sequences
(Institute of Electrical and Electronics Engineers, 2015-12)
[Abstract]: Web automation applications are widely used for different purposes such as B2B integration and automated testing of web applications. Most current systems build the automatic web navigation component by using ...
Optimization Techniques to Speed Up the Page Loading in Custom Web Browsers
(IEEE, 2015)
[Absctract]: Web automation applications are widely used for different purposes such as B2B integration, web mashups, automated testing of web applications, Internet metasearch or technology and business watch. One crucial ...
A Custom Browser Architecture to Execute Web Navigation Sequences
(Springer, 2015-12-18)
[Abstract]: Web automation applications are widely used for different purposes such as B2B integration and automated testing of web applications. Most current systems build the automatic web navigation component by using ...
The Evolution of the (Hidden) Web and its Hidden Data
(IGI Global, 2015)
This paper presents an analysis of the most important features of the Web and its evolution and implications on the tools that traverse it to index its content to be searched later. It is important to remark that some of ...
Network Data Flow Clustering based on Unsupervised Learning
(Institute of Electrical and Electronics Engineers Inc., 2019)
[Abstract]: Network communication data analysis is crucial in order to provide an adequate security level in computer infrastructures. As the volume of data and the number of features rise, the difficulties associated with ...
Distributed and Collaborative Web Change Detection System
(ComSIS Consortium, 2015)
[Absctract]: Search engines use crawlers to traverse the Web in order to download
web pages and build their indexes. Maintaining these indexes up-to-date is an
essential task to ensure the quality of search results. ...