Now showing items 1-12 of 64

    • PRESISTANT : data pre-processing assistant 

      Bilalli, Besim; Abelló Gamazo, Alberto; Aluja Banet, Tomàs; Munir, Rana Faisal; Wrembel, Robert (Springer, 2019)
      Conference lecture
      Open Access
      A concrete classification algorithm may perform differently on datasets with different characteristics, e.g., it might perform better on a dataset with continuous attributes rather than with categorical attributes, or the ...
    • Modelling and analysis of intermodal passenger operations in a cruise terminal to prevent traffic congestion and enhance quality of service using discrete event simulation 

      Figueras Jové, Jaume; Guasch Petit, Antonio; Casanovas Garcia, Josep (2018)
      Conference report
      Restricted access - publisher's policy
      In this paper we present a discrete event simulation model of a cruise terminal for decision support and strategic planning. The main objective is to provide an analysis tool for systems with high capacity constraints, ...
    • Agent-based simulation of large population dynamics 

      Montañola Sales, Cristina; Casanovas Garcia, Josep; Cela Espín, José M.; Onggo, B.S.S.; Kaplan Marcusan, Adriana (2013)
      Conference lecture
      Open Access
      Agent-based modelling and simulation is a promising methodology that can be used in the study of population dynamics. One of the main obstacles hindering the use of agent-based simulation in practice is its scalability, ...
    • Parallel simulation of large population dynamics 

      Montañola Sales, Cristina; Casanovas Garcia, Josep; Cela Espín, José M.; Kaplan Marcusan, Adriana (2013)
      Conference lecture
      Open Access
      Agent-based modeling and simulation is a promising methodology that can be used in the study of population dynamics. We present the design and development of a simulation tool which provides basic support for modeling and ...
    • Automated data pre-processing via meta-learning 

      Bilalli, Besim; Abelló Gamazo, Alberto; Aluja Banet, Tomàs; Wrembel, Robert (2016)
      Conference report
      Open Access
      A data mining algorithm may perform differently on datasets with different characteristics, e.g., it might perform better on a dataset with continuous attributes rather than with categorical attributes, or the other way ...
    • Towards intelligent data analysis : the metadata challenge 

      Bilalli, Besim; Abelló Gamazo, Alberto; Aluja Banet, Tomàs; Wrembel, Robert (2016)
      Conference lecture
      Restricted access - publisher's policy
      Once analyzed correctly, data can yield substantial benefits. The process of analyzing the data and transforming it into knowledge is known as Knowledge Discovery in Databases (KDD). The plethora and subtleties of algorithms ...
    • Analysis of the gamification applications to improve the energy savings in residential buildings 

      Fonseca Casas, Pau; Casanovas Garcia, Josep (Asociación Española para la Inteligencia Artificial (AEPIA), 2016)
      Conference report
      Open Access
      This paper proposes a set of metrics to evaluate and compare applications in a new but quickly developing field – energy management software (EMS) in residential buildings. The goal of the paper is to highlight tendencies ...
    • Web simulation training environment for aircraft resource planning in wildfire events 

      Figueras Jové, Jaume; Guasch Petit, Antonio; Casanovas Garcia, Josep (2015)
      Conference lecture
      Open Access
      This poster presents a simulation tool developed in cooperation with the Catalonia firefighting authority to provide a training environment for firefighter air operations commanders in wildfire events. In case of a wildfire ...
    • Distributed experiment for the calculus of optimal values for energy consumption in buildings 

      Fonseca Casas, Pau; Fonseca Casas, Antoni; Garrido Soriano, Núria; Aina Ortiz, Joana; Casanovas Garcia, Josep; Salom, Jaume (2015)
      Conference report
      Open Access
    • UPCEO, connecting statistics and people using R 

      Fonseca Casas, Pau; Tormos, Raül; Casanovas Garcia, Josep (2015)
      Conference report
      Open Access
      A methodology and a tool that implements this methodology are developed using R to construct a web site that allows a lay user to consult statistical information owned by an institution and stored in a cloud database. This ...
    • SDL – The IoT Language 

      Sherratt, Edel; Ober, Ileana; Gaudin, Emmanuel; Fonseca Casas, Pau; Kristoffersen, Finn (2015)
      Conference report
      Restricted access - publisher's policy
      Interconnected smart devices constitute a large and rapidly growing element of the contemporary Internet. A smart thing can be as simple as a web-enabled device that collects and transmits sensor data to a repository for ...
    • Optimization of energy renovation of residential sector in Catalonia based on comfort, energy and costs 

      Ortiz, Joana; Fonseca Casas, Antoni; Salom, Jaume; Russo, Verdina; Garrido Soriano, Núria; Fonseca Casas, Pau (2015)
      Conference report
      Open Access
      The paper describes OptiHab study, done in the framework of the MARIE project. The objective of OptiHab is to provide technical and economic information to optimize the energy renovation of residential sector in Catalonia, ...