04384nam 22007575 450 991033785720332120250408112604.03-030-20518-510.1007/978-3-030-20518-8(CKB)4100000008347159(DE-He213)978-3-030-20518-8(MiAaPQ)EBC5927589(PPN)254463355(EXLCZ)99410000000834715920190515d2019 u| 0engurnn#008mamaatxtrdacontentcrdamediacrrdacarrierAdvances in Computational Intelligence 15th International Work-Conference on Artificial Neural Networks, IWANN 2019, Gran Canaria, Spain, June 12-14, 2019, Proceedings, Part II /edited by Ignacio Rojas, Gonzalo Joya, Andreu Catala1st ed. 2019.Cham :Springer International Publishing :Imprint: Springer,2019.1 online resource (XXX, 926 p. 517 illus., 306 illus. in color.)Theoretical Computer Science and General Issues,2512-2029 ;11507Includes index.3-030-20517-7 Deep learning beyond convolution -- Artificial neural network for biomedical image processing -- Machine learning in vision and robotics -- System identification, process control, and manufacturing -- Image and signal processing -- Soft computing -- Mathematics for neural networks -- Internet modeling, communication and networking -- Expert systems -- Evolutionary and genetic algorithms -- Advances in computational intelligence -- Computational biology and bioinformatics.This two-volume set LNCS 10305 and LNCS 10306 constitutes the refereed proceedings of the 15th International Work-Conference on Artificial Neural Networks, IWANN 2019, held at Gran Canaria, Spain, in June 2019. The 150 revised full papers presented in this two-volume set were carefully reviewed and selected from 210 submissions. The papers are organized in topical sections on machine learning in weather observation and forecasting; computational intelligence methods for time series; human activity recognition; new and future tendencies in brain-computer interface systems; random-weights neural networks; pattern recognition; deep learning and natural language processing; software testing and intelligent systems; data-driven intelligent transportation systems; deep learning models in healthcare and biomedicine; deep learning beyond convolution; artificial neural network for biomedical image processing; machine learning in vision and robotics; system identification, process control,and manufacturing; image and signal processing; soft computing; mathematics for neural networks; internet modeling, communication and networking; expert systems; evolutionary and genetic algorithms; advances in computational intelligence; computational biology and bioinformatics.Theoretical Computer Science and General Issues,2512-2029 ;11507BioinformaticsArtificial intelligenceComputer visionComputer networksAlgorithmsData protectionComputational and Systems BiologyArtificial IntelligenceComputer VisionComputer Communication NetworksAlgorithmsData and Information SecurityBioinformatics.Artificial intelligence.Computer vision.Computer networks.Algorithms.Data protection.Computational and Systems Biology.Artificial Intelligence.Computer Vision.Computer Communication Networks.Algorithms.Data and Information Security.006.32006.3Rojas Ignacioedthttp://id.loc.gov/vocabulary/relators/edtJoya Gonzaloedthttp://id.loc.gov/vocabulary/relators/edtCatala Andreuedthttp://id.loc.gov/vocabulary/relators/edtMiAaPQMiAaPQMiAaPQBOOK9910337857203321Advances in Computational Intelligence4209925UNINA