Listar Artículos Científicos WOS y SCOPUS por autor 

Listar Artículos Científicos WOS y SCOPUS por autor "González-Crespo, Rubén"

Mostrando ítems 1-20 de 210

    • 2008-2017 Bogota River Water Quality Assessment Based on the Water Quality Index 

      Díaz-Casallas, Daissy Milena; Castro-Fernández, Mario Fernando; Bocos, Elvira ; Montenegro-Marin, Carlos Enrique; González-Crespo, Rubén (Sustainability, 02/03/2019)
      This article provides a deep analysis of the water quality at the upper basin of the Bogota River (Colombia) between 2008 and 2017. The Water Quality Index has been the indicator employed to determine the ecological status ...

    • A clustering WSN routing protocol based on k-d tree algorithm 

      Anzola, John; Pascual, Jordán; Tarazona, Giovanny; González-Crespo, Rubén (Sensors, 09/2018)
      Clustering in wireless sensor networks has been widely discussed in the literature as a strategy to reduce power consumption. However, aspects such as cluster formation and cluster head (CH) node assignment strategies have ...

    • A deep learning architecture for power management in smart cities 

      Xin, Qin; Alazab, Mamoun; García Díaz, Vicente; Montenegro-Marin, Carlos Enrique; González-Crespo, Rubén (Elsevier Ltd, 2022)
      Sustainable energy management is an inexpensive approach for improved energy use. However, the research used does not focus on cutting-edge technology possibilities in an Internet of things (IoT). This paper includes the ...

    • A Framework for Extractive Text Summarization Based on Deep Learning Modified Neural Network Classifier 

      Muthu, Bala Anand; Cb, Sivaparthipan; Kumar, Priyan Malarvizhi; Kadry, Seifedine; Hsu, Ching-Hsien; Sanjuán Martínez, Óscar; González-Crespo, Rubén (Association for Computing Machinery, 2021)
      There is an exponential growth of text data over the internet, and it is expected to gain significant growth and attention in the coming years. Extracting meaningful insights from text data is crucially important as it ...

    • A model-driven approach to generate and deploy videogames on multiple platforms 

      Núñez-Valdez, Edward Rolando ; García-Díaz, Vicente; Cueva Lovelle, Juan Manuel; Saez Achaerandio, Yago; González-Crespo, Rubén (Journal of Ambient Intelligence and Humanized Computing, 06/2017)
      Currently, videogame development for mobile devices is a highly profitable and competitive industry worldwide. This profitability can be ascribed to the popularity that new technologies such as smartphones and tablets have ...

    • A new SEAIRD pandemic prediction model with clinical and epidemiological data analysis on COVID-19 outbreak 

      Liu, Xian-Xian; Fong, Simon James; Dey, Nilanjan; González-Crespo, Rubén ; Herrera-Viedma, Enrique (Applied intelligence, 2021)
      Measuring the spread of disease during a pandemic is critically important for accurately and promptly applying various lockdown strategies, so to prevent the collapse of the medical system. The latest pandemic of COVID-19 ...

    • A non-linear multi-objective technique for hybrid peer-to-peer communication 

      Das, Santosh Kumar; Dey, Nilanjan; González-Crespo, Rubén (Information Sciences, 2023)
      This work proposes a strategy management technique based on hybrid peer-to-peer communication system. The main techniques used in the P2PC are: (i) Multi-objective optimization, (ii) Game theory technique, (iii) Non-linear ...

    • A Nondisturbing Service to Automatically Customize Notification Sending Using Implicit-Feedback 

      López Hernández, Fernando ; Verdú, Elena ; Rainer, J Javier ; González-Crespo, Rubén (Scientific Programming, 2019)
      This paper addresses the problem of automatically customizing the sending of notifications in a nondisturbing way, that is, by using only implicit-feedback. Then, we build a hybrid filter that combines text mining content ...

    • A personal knowledge management metamodel based on semantic analysis and social information 

      López-Quintero, J F; Cueva Lovelle, Juan Manuel; González-Crespo, Rubén ; García-Díaz, Vicente (Soft Computing, 03/2018)
      This article describes the development of a functional architecture for personal knowledge management (PKM), defined from the lessons-learnt concept registered in a mass-use social network analyzed with an algorithm of ...

    • A proposal for sentiment analysis on twitter for tourism-based applications 

      Guzmán De Núñez, Xiomarah Maria ; Núñez-Valdez, Edward Rolando; Pascual Espada, Jordán; González-Crespo, Rubén ; Garcia-Díaz, Vicente (Frontiers in Artificial Intelligence and Applications, 2018)
      People rely on other people’s opinions to make decisions, especially if they belong to their circle of trust. In addition, there are lots of websites of recognized prestige that provide people opinions about different ...

    • A proposal to a decision support system with learning analytics 

      Nieto Acevedo, Yuri Vanessa; Montenegro Marin, Carlos Enrique; Gaona-García, Paulo Alonso; González-Crespo, Rubén (IEEE Global Engineering Education Conference, EDUCON, 2018)
      Learning Analytics has acquire significance on the educational field due to it discovers hidden patterns once the data is processed and integrated in real case of use. Additionally it offers to stakeholder's support to ...

    • A Quantitative Justification to Dynamic Partial Replication of Web Contents through an Agent Architecture 

      Torres-Franco, Enrique; García, José Daniel; Sanjuán Martínez, Óscar; Joyanes Aguilar, Luis; González-Crespo, Rubén (International Journal of Interactive Multimedia and Artificial Intelligence, 06/2015)
      The most usual solution to improve the performance of a Web server is based on building a distributed architecture, where the Web server is offered from a set of nodes. The most widely distributed architecture is based on ...

    • A recommender system based on implicit feedback for selective dissemination of ebooks 

      Núñez-Valdez, Edward Rolando; Quintana, David; González-Crespo, Rubén ; Isasi, Pedro; Herrera-Viedma, Enrique (Information Sciences, 10/2018)
      In this study, we describe a recommendation system for electronic books. The approach is based on implicit feedback derived from user's interaction with electronic content. User's behavior is tracked through several ...

    • A route selection approach for variable data transmission in wireless sensor networks 

      Jain, Aarti; Khari, Manju; Verdú, Elena ; Omatsu, Shigeru; González-Crespo, Rubén (Cluster Computing, 09/2020)
      The nodes in wireless sensor networks (WSNs) are responsible for communicating data which is primarily of three types viz. video, audio and text. In literature, a large number of energy aware and shortest path based route ...

    • A Solution to Manage the Full Life Cycle of Learning Analytics in a Learning Management System: AnalyTIC 

      Simanca Herrera, Fredys Alberto; González-Crespo, Rubén ; Rodríguez Baena, Luis ; Burgos, Daniel (Revista Iberoamericana de Tecnologias del Aprendizaje, 11/11/2019)
      Learning Analytics (LA) has a significant impact in learning and teaching processes. These processes can be improved using the available data retrieved from students' activity inside the virtual classrooms of a learning ...

    • A study on RGB image multi-thresholding using Kapur/Tsallis entropy and moth-flame algorithm 

      Rajinikanth, Venkatesan; Kadry, Seifedine; González-Crespo, Rubén ; Verdú, Elena (Universidad Internacional de la Rioja, 2021)
      In the literature, a considerable number of image processing and evaluation procedures are proposed and implemented in various domains due to their practical importance. Thresholding is one of the pre-processing techniques, ...

    • A System to Generate SignWriting for Video Tracks Enhancing Accessibility of Deaf People 

      Verdú, Elena; Pelayo García-Bustelo, B. Cristina; Martínez Sánchez, María Ángeles; González-Crespo, Rubén (International Journal of Interactive Multimedia and Artificial Intelligence, 2017)
      Video content has increased much on the Internet during last years. In spite of the efforts of different organizations and governments to increase the accessibility of websites, most multimedia content on the Internet is ...

    • A systematic approach to analysis for assessing the security level of cyber-physical systems in the electricity sector 

      Sánchez Rodríguez, Miguel Ángel ; Bermejo-Higuera, Javier ; Bermejo Higuera, Juan Ramón ; Sicilia, Juan Antonio ; González-Crespo, Rubén (Elsevier B.V., 2021)
      In a context of digitalization and technological evolution in all aspects of our lives, the electricity sector could not be left behind. This opens up a new range of possibilities until now unthinkable, which will facilitate ...

    • A4Learning: a case study to improve the user performance Alumni Alike Activity Analytics to self-assess personal progress 

      de-la-Fuente-Valentín, Luis ; Burgos, Daniel ; González-Crespo, Rubén (2014 14TH IEEE International conference on advanced learning technologies (ICALT), 2014)
      Students usually find difficult to estimate if their effort in learning courses finds the instructor expectations. They tend to estimate "if they are doing right" by comparing themselves with peers, but this is difficult ...

    • Adaptive contents for interactive TV guided by machine learning based on predictive sentiment analysis of data 

      Mondragón, Victor M; García-Díaz, Vicente; Porcel, Carlos; González-Crespo, Rubén (Soft Computing, 03/2017)
      This paper describes a new proposal for interactive television which is an answer to a continuous change in the traditional television as consequence of the inclusion and evolution of the digital social networks, the ...