Articles (28)

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in the year 2021 Remove filter
filter_list Type (aggr.) Articles from 2021 to 2021 Artificial Intelligence

2021

  1. A Convolutional Neural Network Framework for Accurate Skin Cancer Detection

    Neural Processing Letters, Vol. 53, Núm. 5, pp. 3073-3093

  2. A Tutorial On the design, experimentation and application of metaheuristic algorithms to real-World optimization problems

    Swarm and Evolutionary Computation, Vol. 64

  3. A novel embedded min-max approach for feature selection in nonlinear Support Vector Machine classification

    European Journal of Operational Research, Vol. 293, Núm. 1, pp. 24-35

  4. An exact dynamic programming approach to segmented isotonic regression

    Omega (United Kingdom), Vol. 105

  5. An explicit evolutionary approach for multiobjective energy consumption planning considering user preferences in smart homes

    International Journal of Industrial Engineering Computations, Vol. 12, Núm. 4, pp. 365-380

  6. An open source framework based on Kafka-ML for Distributed DNN inference over the Cloud-to-Things continuum

    Journal of Systems Architecture, Vol. 118

  7. Bayesian neural architecture search using a training-free performance metric

    Applied Soft Computing, Vol. 106

  8. Binding data mining and expert knowledge for one-day-ahead prediction of hourly global solar radiation

    Expert Systems with Applications, Vol. 167

  9. Correcting data imbalance for semi-supervised COVID-19 detection using X-ray chest images

    Applied Soft Computing, Vol. 111

  10. Data Mining and Polar Coordinates in the Analysis by Gender of Finishing Behaviors in Professional Basketball Pick and Roll

    Frontiers in Sports and Active Living, Vol. 3

  11. Deep neural networks architecture driven by problem-specific information

    Neural Computing and Applications, Vol. 33, Núm. 15, pp. 9403-9423

  12. Digital Twins for Intelligent Authorization in the B5G-Enabled Smart Grid

    IEEE Wireless Communications, Vol. 28, Núm. 2, pp. 48-55

  13. Forecasting the price-response of a pool of buildings via homothetic inverse optimization

    Applied Energy, Vol. 290

  14. Formalization of gene regulation knowledge using ontologies and gene ontology causal activity models

    Biochimica et Biophysica Acta - Gene Regulatory Mechanisms, Vol. 1864, Núm. 11-12

  15. Impact of visual design elements and principles in human electroencephalogram brain activity assessed with spectral methods and convolutional neural networks

    Sensors, Vol. 21, Núm. 14

  16. Improving Uncertainty Estimation with Semi-Supervised Deep Learning for COVID-19 Detection Using Chest X-Ray Images

    IEEE Access, Vol. 9, pp. 85442-85454

  17. Injecting domain knowledge in multi-objective optimization problems: A semantic approach

    Computer Standards and Interfaces, Vol. 78

  18. Inverse optimization with kernel regression: Application to the power forecasting and bidding of a fleet of electric vehicles

    Computers and Operations Research, Vol. 134

  19. Managing and Deploying Distributed and Deep Neural Models through Kafka-ML in the Cloud-to-Things Continuum

    IEEE Access, Vol. 9, pp. 125478-125495

  20. Ontology-driven approach for KPI meta-modelling, selection and reasoning

    International Journal of Information Management, Vol. 58