Publications (14) JOSÉ MANUEL BENÍTEZ SÁNCHEZ publications

filter_list Distributed, Parallel, and Cluster Computing

2022

  1. Semantics of Data Mining Services in Cloud Computing

    IEEE Transactions on Services Computing, Vol. 15, Núm. 2, pp. 945-955

2021

  1. SCMFTS: Scalable and Distributed Complexity Measures and Features for Univariate and Multivariate Time Series in Big Data Environments

    International Journal of Computational Intelligence Systems, Vol. 14, Núm. 1

2019

  1. Delivering data mining services in cloud computing

    Proceedings - 2019 IEEE World Congress on Services, SERVICES 2019

2018

  1. A distributed evolutionary multivariate discretizer for Big Data processing on Apache Spark

    Swarm and Evolutionary Computation, Vol. 38, pp. 240-250

  2. A forecasting methodology for workload forecasting in cloud systems

    IEEE Transactions on Cloud Computing, Vol. 6, Núm. 4, pp. 929-941

  3. A proposal for the specification of data mining services in cloud computing

    CLOSER 2018 - Proceedings of the 8th International Conference on Cloud Computing and Services Science

  4. An Information Theory-Based Feature Selection Framework for Big Data under Apache Spark

    IEEE Transactions on Systems, Man, and Cybernetics: Systems, Vol. 48, Núm. 9, pp. 1441-1453

2017

  1. Fast-mRMR: Fast Minimum Redundancy Maximum Relevance Algorithm for High-Dimensional Big Data

    International Journal of Intelligent Systems, Vol. 32, Núm. 2, pp. 134-152

  2. Nearest neighbor classification for high-speed big data streams using spark

    IEEE Transactions on Systems, Man, and Cybernetics: Systems, Vol. 47, Núm. 10, pp. 2727-2739

2016

  1. Data discretization: Taxonomy and big data challenge

    Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery, Vol. 6, Núm. 1, pp. 5-21

2015

  1. A high performance memetic algorithm for extremely high-dimensional problems

    Information Sciences, Vol. 293, pp. 35-58

  2. Distributed Entropy Minimization Discretizer for Big Data Analysis under Apache Spark

    Proceedings - 14th IEEE International Conference on Trust, Security and Privacy in Computing and Communications, TrustCom 2015

2014

  1. Big Data with Cloud Computing: An insight on the computing environment, MapReduce, and programming frameworks

    Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery, Vol. 4, Núm. 5, pp. 380-409

  2. E-learning and educational data mining in cloud computing: An overview

    International Journal of Learning Technology