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Year: 2021 (11)

  • Á. Carmona-Poyato, N.L. Fernández-García, F.J. Madrid-Cuevas and A.M. Durán-Rosal. "A new approach for optimal offline time-series segmentation with error bound guarantee", Pattern Recognition, Vol. 115, July, 2021, pp. 107917. JCR(2019): 7.196 Position: 12/137 (Q1) Category: COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE. [More] [Bibtex] [RIS] [MODS]
  • A.M. Durán-Rosal, J. Camacho-Cañamón, P.A. Gutiérrez, M.V. Guiote-Moreno, E. Rodríguez-Cáceres, J.A. Vallejo-Casas and C. Hervás-Martínez. "Ordinal classification of the affectation level of 3D-images in Parkinson diseases", Scientifc Reports, Vol. 11, March, 2021, pp. 7067. JCR(2019): 3.998 Position: 17/71 (Q1) Category: MULTIDISCIPLINARY SCIENCES. [More] [Bibtex] [RIS] [MODS]
  • B. Amiri, A.M. Gómez-Orellana, P.A. Gutiérrez, R. Dizene, C. Hervás-Martínez and K. Dahmani. "A Novel Approach for Global Solar Irradiation Forecasting on Tilted Plane using Hybrid Evolutionary Neural Networks", Journal of Cleaner Production, Vol. 287, March, 2021, pp. 125577. JCR(2019): 7.246 Position: 19/265 (Q1) Category: ENVIRONMENTAL SCIENCES. [More] [Bibtex] [RIS] [MODS]
  • P. Rodríguez, S. Graña, E.E. Alvarez-León, M. Battaglini, F.J. Darias, M.A. Hernán, R. López, P. Llaneza, M.C. Martín, O. Ramirez-Rubio, A. Romaní, B. Suárez-Rodríguez, J. Sánchez-Monedero, A. Arenas and L. Lacasa. "A population-based controlled experiment assessing the epidemiological impact of digital contact tracing", Nature Communications, Vol. 12(1), January, 2021, pp. 587. JCR (2019): 12.121 Position: 6/71 (Q1) Category: MULTIDISCIPLINARY SCIENCES. [More] [Bibtex] [RIS] [MODS]
  • J. Barbero-Gómez, P.A. Gutiérrez, V.M. Vargas-Yun, J.-A. Vallejo-Casas and C. Hervás-Martínez. "An ordinal CNN approach for the assessment of neurological damage in Parkinson’s disease patients", Expert Systems with Applications. 2021. [More] [Bibtex] [RIS] [MODS]
  • A. Valdivia, J. Sánchez-Monedero and J. Casillas. "How fair can we go in machine learning? Assessing the boundaries of fairness in decision trees", International Journal of Intelligent Systems, Vol. In press. 2021. JCR(2019): 10.312 Position: 6/137 (Q1) Category: COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE. [More] [Bibtex] [RIS] [MODS]
  • A.M. Gómez-Orellana, J.C. Fernández, M. Dorado-Moreno, P.A. Gutiérrez and C. Hervás-Martínez. "Building Suitable Datasets for Soft Computing and Machine Learning Techniques from Meteorological Data Integration: A Case Study for Predicting Significant Wave Height and Energy Flux", Energies, Vol. 14(2). 2021, pp. 468. JCR(2019): 2.702 Position: 63/112 (Q3) Category: ENERGY & FUELS. [More] [Bibtex] [RIS] [MODS]
  • D. Guijo-Rubio, V.M. Vargas-Yun, P.A. Gutiérrez and C. Hervás-Martínez. "Studying the effect of different Lp norms in the context of Time Series Ordinal Classification". Proceedings of the XIX Conference of the Spanish Association for Artificial Intelligence (CAEPIA). Springer ed. 22nd-24th September. 2021. Malaga, Spain. Lecture Notes in Artificial Intelligence (LNAI). [More] [Bibtex] [RIS] [MODS]
  • V.M. Vargas-Yun, D. Guijo-Rubio, P.A. Gutiérrez and C. Hervás-Martínez. "ReLU-based activations: analysis and experimental study for deep learning". Proceedings of the XIX Conference of the Spanish Association for Artificial Intelligence (CAEPIA). Springer ed. 22nd-24th September. 2021. Malaga, Spain. Lecture Notes in Artificial Intelligence (LNAI). [More] [Bibtex] [RIS] [MODS]
  • F.J. Rodriguez-Lozano, D. Guijo-Rubio, P.A. Gutiérrez, J.M. Soto-Hidalgo and J.C. Gámez-Granados. "Enhancing the ORCA framework with a new Fuzzy Rule Base System implementation compatible with the JFML library". Proceedings of the IEEE International Conference on Fuzzy Systems. IEEE ed. 11th-14th July. 2021. IEEE. [More] [Bibtex] [RIS] [MODS]
  • D. Guijo-Rubio, J. Briceño, P.A. Gutiérrez, M.D. Ayllón, R. Ciria and C. Hervás-Martínez. "Statistical methods versus machine learning techniques for donor-recipient matching in liver transplantation", PLoS One, Vol. 16(5), Mayo, 2021, pp. 1-16. JCR(2019): 2.740 Position: 27/71 (Q2) Category: MULTIDISCIPLINARY SCIENCES. [More] [Bibtex] [RIS] [MODS]

Year: 2020 (14)

Results 1 - 25 of 411