Publikationen in Zusammenarbeit mit Forschern von Universidad de Granada (15)

2023

  1. Enhancing soft computing techniques to actively address imbalanced regression problems

    Expert Systems with Applications, Vol. 234

2018

  1. Fault detection based on time series modeling and multivariate statistical process control

    Chemometrics and Intelligent Laboratory Systems, Vol. 182, pp. 57-69

  2. Linguistic OWA and two time-windows based fault identification in wide plants

    Computers and Chemical Engineering, Vol. 115, pp. 412-430

  3. Multiobjective Optimization for Railway Maintenance Plans

    Journal of Computing in Civil Engineering, Vol. 32, Núm. 3

  4. Operadores lingüísticos OWA-RIM para la diagnosis de fallos en plantas complejas

    XVIII Conferencia de la Asociación Española para la Inteligencia Artificial (CAEPIA 2018): avances en Inteligencia Artificial. 23-26 de octubre de 2018 Granada, España

2017

  1. Open Calculator for Environmental and Social Footprints of Rail Infrastructures

    ADVANCES AND NEW TRENDS IN ENVIRONMENTAL INFORMATICS: STABILITY, CONTINUITY, INNOVATION

2016

  1. Development of a Smart Framework Based on Knowledge to Support Infrastructure Maintenance Decisions in Railway Corridors

    Transportation Research Procedia

  2. Knowledge-based Minimization of Railway Infrastructures Environmental Impact

    Transportation Research Procedia

2014

  1. Comparison and design of interpretable linguistic vs. scatter FRBSs: Gm3m generalization and new rule meaning index for global assessment and local pseudo-linguistic representation

    Information Sciences, Vol. 282, pp. 190-213

  2. METSK-HDe: A multiobjective evolutionary algorithm to learn accurate TSK-fuzzy systems in high-dimensional and large-scale regression problems

    Information Sciences, Vol. 276, pp. 63-79

2013

  1. A study on the use of machine learning methods for incidence prediction in high-speed train tracks

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

  2. Enriching the Experience in Video Games Based on Playability Development Techniques

    STUDENT USABILITY IN EDUCATIONAL SOFTWARE AND GAMES: IMPROVING EXPERIENCES (IGI GLOBAL), pp. 87-117

  3. FRASel: A consensus of feature ranking methods for time series modelling

    Soft Computing, Vol. 17, Núm. 8, pp. 1489-1510

  4. Obtaining accurate TSK fuzzy rule-based systems by multi-objective evolutionary learning in high-dimensional regression problems

    IEEE International Conference on Fuzzy Systems

2008

  1. Feature Selection for time series forecasting: A case study

    Proceedings - 8th International Conference on Hybrid Intelligent Systems, HIS 2008