Artificial intelligence within the interplay between natural and artificial computation: Advances in data science, trends and applications

Juan M. Gorriz; Javier Ramirez; Andres Ortiz; Francisco J. Martinez-Murcia; Fermin Segovia; John Suckling; Matthew Leming; Yu-Dong Zhang; Jose Ramon Alvarez-Sanchez; Guido Bologna; Paula Bonomini; Fernando E. Casado; David Charte; Francisco Charte; Ricardo Contreras; Alfredo Cuesta-Infante; Richard J. Duro; Antonio Fernandez-Caballero; Eduardo Fernandez-Jover; Pedro Gomez-Vilda; Manuel Grana; Francisco Herrera; Roberto Iglesias; Anna Lekova; Javier de Lope; Ezequiel Lopez-Rubio; Rafael Martinez-Tomas; Miguel A. Molina-Cabello; Antonio S. Montemayor; Paulo Novais; Daniel Palacios-Alonso; Juan J. Pantrigo; Bryson R. Payne; Felix de la Paz Lopez; Maria Angelica Pinninghoff; Mariano Rincon; Jose Santos; Karl Thurnhofer-Hemsi; Athanasios Tsanas; Ramiro Varela; Jose M. Ferrandez

doi:10.1016/j.neucom.2020.05.078

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Artificial intelligence within the interplay between natural and artificial computation: Advances in data science, trends and applications

Journal article

Open access

Peer reviewed

Artificial intelligence within the interplay between natural and artificial computation: Advances in data science, trends and applications

Juan M. Gorriz, Javier Ramirez, Andres Ortiz, Francisco J. Martinez-Murcia, Fermin Segovia, John Suckling, Matthew Leming, Yu-Dong Zhang, Jose Ramon Alvarez-Sanchez, Guido Bologna, …

Neurocomputing (Amsterdam), Vol.410, pp.237-270

14/10/2020

DOI: https://doi.org/10.1016/j.neucom.2020.05.078

Abstract

Computer Science

Computer Science, Artificial Intelligence

Science & Technology

Technology

Artificial intelligence and all its supporting tools, e.g. machine and deep learning in computational intelligence-based systems, are rebuilding our society (economy, education, life-style, etc.) and promising a new era for the social welfare state. In this paper we summarize recent advances in data science and artificial intelligence within the interplay between natural and artificial computation. A review of recent works published in the latter field and the state the art are summarized in a comprehensive and self- contained way to provide a baseline framework for the international community in artificial intelligence. Moreover, this paper aims to provide a complete analysis and some relevant discussions of the current trends and insights within several theoretical and application fields covered in the essay, from theoretical models in artificial intelligence and machine learning to the most prospective applications in robotics, neuroscience, brain computer interfaces, medicine and society, in general. (C) 2020 Elsevier B.V. All rights reserved.

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Title: Artificial intelligence within the interplay between natural and artificial computation: Advances in data science, trends and applications
Creators - without role: Juan M. Gorriz - Universidad de Granada
Javier Ramirez - Universidad de Granada
Andres Ortiz - Universidad de Málaga
Francisco J. Martinez-Murcia - Universidad de Málaga
Fermin Segovia - Universidad de Granada
John Suckling - University of Cambridge
Matthew Leming - University of Cambridge
Yu-Dong Zhang - University of Leicester
Jose Ramon Alvarez-Sanchez - Univ Nacl Educ Distancia, Dept Artificial Intelligence, Madrid, Spain
Guido Bologna - University of Geneva
Paula Bonomini - University of Buenos Aires
Fernando E. Casado - Universidade de Santiago de Compostela
David Charte - Universidad de Jaén
Francisco Charte - Universidad de Jaén
Ricardo Contreras - University of Concepción
Alfredo Cuesta-Infante - Universidad Rey Juan Carlos
Richard J. Duro - Universidade da Coruña
Antonio Fernandez-Caballero - University of Castilla-La Mancha
Eduardo Fernandez-Jover - Univ Miguel Hernandez, Inst Bioingn, Elche, Spain
Pedro Gomez-Vilda - Univ Politecn Madrid, Neuromorph Speech Proc Lab, Ctr Biomed Technol, Madrid, Spain
Manuel Grana - University of the Basque Country
Francisco Herrera - Universidad de Jaén
Roberto Iglesias - Universidade de Santiago de Compostela
Anna Lekova - Bulgarian Acad Sci, Inst Robot, Sofia, Bulgaria
Javier de Lope - Universidad de Granada
Ezequiel Lopez-Rubio - Universidad de Málaga
Rafael Martinez-Tomas - Univ Nacl Educ Distancia, Dept Artificial Intelligence, Madrid, Spain
Miguel A. Molina-Cabello - Universidad de Málaga
Antonio S. Montemayor - Univ Rey Juan Carlos, Escuela Tecn Super Informat, Madrid, Spain
Paulo Novais - University of Minho
Daniel Palacios-Alonso - Univ Rey Juan Carlos, Escuela Tecn Super Informat, Bioinspired Syst & Applicat Grp, Madrid, Spain
Juan J. Pantrigo - Univ Rey Juan Carlos, Escuela Tecn Super Informat, Madrid, Spain
Bryson R. Payne - University of North Georgia
Felix de la Paz Lopez - Univ Nacl Educ Distancia, Dept Artificial Intelligence, Madrid, Spain
Maria Angelica Pinninghoff - University of Concepción
Mariano Rincon - Univ Nacl Educ Distancia, Dept Artificial Intelligence, Madrid, Spain
Jose Santos - National University of Distance Education
Karl Thurnhofer-Hemsi - Universidad de Málaga
Athanasios Tsanas - University of Edinburgh
Ramiro Varela - Universidad de Oviedo
Jose M. Ferrandez - Univ Politecn Cartagena, Dept Elect Tecnol Comp & Proyectos, Murcia, Spain
Publication Details: Neurocomputing (Amsterdam), Vol.410, pp.237-270
Publisher: Elsevier
Number of pages: 34
Grant note: UMA18-FEDERJA-084 / Autonomous Government of Andalusia (Spain) Michael J. Fox Foundation for Parkinson's Research W81XWH-12-2-0012 / DOD ADNI (Department of Defense) BioClinica, Inc. National Institute of Biomedical Imaging and Bioengineering; United States Department of Health & Human Services; National Institutes of Health (NIH) - USA; NIH National Institute of Biomedical Imaging & Bioengineering (NIBIB) Eli Lilly and Company; Eli Lilly Fujirebio Araclon Biotech F. Hoffmann-La Roche Ltd and its affiliated company Genentech, Inc. GE Healthcare; General Electric CereSpir, Inc. Meso Scale Diagnostics, LLC. Lundbeck; Lundbeck Corporation AbbVie Johnson AMP; Johnson Pharmaceutical Research AMP; Development LLC. EuroImmun F. Hoffman-La Roche Ltd. U01 AG024904 / Alzheimer's Disease Neuroimaging Initiative (ADNI) (National Institutes of Health); United States Department of Health & Human Services; National Institutes of Health (NIH) - USA; NIH National Institute of Neurological Disorders & Stroke (NINDS) Merck Co., Inc.; Merck & Company Abbott; Abbott Laboratories Janssen Alzheimer Immunotherapy Research AMP; Development, LLC. Lumosity FPU15/06512; FPU17/04154 / FPU program; Spanish Government Biogen Piramal Imaging Servier Canadian Institutes of Health Research; Canadian Institutes of Health Research (CIHR) NeuroRx Research Takeda Pharmaceutical Company; Takeda Pharmaceutical Company Ltd Bristol-Myers Squibb Company; Bristol-Myers Squibb Eisai Inc.; Eisai Co Ltd Alzheimer's Association IXICO Ltd. TIN2017-85827-P; RTI2018-098913-B-I00; PSI2015-65848-R; PGC2018-098813-B-C31; PGC2018-098813-B-C32; RTI2018-101114-B-I; TIN2017-90135-R; RTI2018-098743-B-I00; RTI2018-094645-B-I00 / Spanish Ministry of Science; Ministry of Science and Innovation, Spain (MICINN); Spanish Government ED431C2017/12; ED431G/08; ED431C2018/29; Y2018/EMT-5062; ED431F2018/02 / Conselleria de Cultura, Educacion e Ordenacion Universitaria of Galicia Pfizer Inc.; Pfizer Neurotrack Technologies Transition Therapeutics National Institute on Aging; United States Department of Health & Human Services; National Institutes of Health (NIH) - USA; NIH National Institute on Aging (NIA) Elan Pharmaceuticals, Inc. Alzheimer's Drug Discovery Foundation Novartis Pharmaceuticals Corporation; Novartis Biogen Idec; Biogen Genentech; Roche Holding
Identifiers: 9935850708331
Academic Unit: King Abdulaziz University
Language: English
Resource Type: Journal article