Now showing items 21-30 of 30

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      Mateda-2.0: Estimation of Distribution Algorithms in MATLAB 

      Santana Hermida, Roberto; Bielza, Concha; Larrañaga, Pedro; Lozano Alonso, José Antonio; Echegoyen, Carlos; Mendiburu Alberro, Alexander; Armañanzas Arnedillo, Rubén; Shakya, Siddartha (Journal of Statistical Software, UCLA Dept. Statistics, 2010-07)
      This paper describes Mateda-2.0, a MATLAB package for estimation of distribution algorithms (EDAs). This package can be used to solve single and multi-objective discrete and continuous optimization problems using EDAs based ...
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      Measuring Language Distance of Isolated European Languages 

      Gamallo, Pablo; Pichel Campos, José Ramom; Alegría Loinaz, Iñaki (MDPI, 2020-03-27)
      Phylogenetics is a sub-field of historical linguistics whose aim is to classify a group of languages by considering their distances within a rooted tree that stands for their historical evolution. A few European languages ...
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      Multilingual audio information management system based on semantic knowledge in complex environments 

      López de Ipiña Peña, Miren Karmele; Barroso Moreno, Nora; Calvo Salomón, Pilar María; Hernández Gómez, María del Carmen; Ezeiza Ramos, Aitzol; Susperregui Aseguinolaza, Unai; Fernández Gómez de Segura, Elsa (Springer, 2020)
      This paper proposes a multilingual audio information management system based on semantic knowledge in complex environments. The complex environment is defined by the limited resources (financial, material, human, and audio ...
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      On the Analysis of Speech and Disfluencies for Automatic Detection of Mild Cognitive Impairment 

      López de Ipiña Peña, Miren Karmele; Martínez de Lizarduy Sturtze, Unai; Calvo Salomón, Pilar María; Beitia Bengoa, Blanca; García Melero, Joseba; Fernández Gómez de Segura, Elsa; Ecay Torres, Miriam; Faúndez Zanuy, Marcos; Sanz, P. (Springer, 2020-10)
      Alzheimer's disease is characterized by a progressive and irreversible cognitive deterioration. In a previous stage, the so-called Mild Cognitive Impairment or cognitive loss appears. Nevertheless, this previous stage does ...
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      PCTBagging: From inner ensembles to ensembles. A trade-off between discriminating capacity and interpretability 

      Ibarguren Arrieta, Igor; Pérez de la Fuente, Jesús María; Muguerza Rivero, Javier Francisco; Arbelaiz Gallego, Olatz; Yera Gil, Ainhoa (Elsevier, 2022-01)
      [EN] The use of decision trees considerably improves the discriminating capacity of ensemble classifiers. However, this process results in the classifiers no longer being interpretable, although comprehensibility is a ...
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      Reducing the WCET and analysis time of systems with simple lockable instruction caches 

      Pedro Zapater, Alba; Segarra, Juan; Gran Tejero, Rubén; Viñals, Víctor; Rodríguez Lafuente, Clemente (Plos One, 2020-01)
      One of the key challenges in real-time systems is the analysis of the memory hierarchy. Many Worst-Case Execution Time (WCET) analysis methods supporting an instruction cache are based on iterative or convergence algorithms, ...
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      Routing in MobileWireless Sensor Networks: A Leader-Based Approach 

      Burgos Barrio, Unai; Amozarrain Pérez, Ugaitz; Gómez-Calzado, Carlos; Lafuente Rojo, Julián Alberto (MDPI, 2017-07)
      This paper presents a leader-based approach to routing in Mobile Wireless Sensor Networks (MWSN). Using local information from neighbour nodes, a leader election mechanism maintains a spanning tree in order to provide the ...
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      Smart Meeting Room Usage Information and Prediction by Modelling Occupancy Profiles 

      Saralegui Vallejo, Unai; Antón, Miguel Ángel; Arbelaiz Gallego, Olatz; Muguerza Rivero, Javier Francisco (MDPI, 2019-01-02)
      The monitoring of small houses and rooms has become possible due to the advances in IoT sensors, actuators and low power communication protocols in the last few years. As buildings are one of the biggest energy consuming ...
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      Towards a standard methodology to evaluate internal cluster validity indices 

      Gurrutxaga, Ibai; Muguerza Rivero, Javier Francisco; Arbelaiz Gallego, Olatz; Pérez, Jesús M.; Martín, José I. (Elsevier, 2011-02-01)
      The evaluation and comparison of internal cluster validity indices is a critical problem in the clustering area. The methodology used in most of the evaluations assumes that the clustering algorithms work correctly. We ...
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      Towards Autonomous Defense of SDN Networks Using MuZero Based Intelligent Agents 

      Gabirondo López, Jon; Egaña Zubia, Jon; Miguel Alonso, José; Orduna Urrutia, Raúl (IEEE, 2021)
      The Software Defined Networking (SDN) paradigm enables the development of systems that centrally monitor and manage network traffic, providing support for the deployment of machine learning-based systems that automatically ...