03644nam 22006015 450 991055849940332120230131113623.09783030943790(electronic bk.)978303094378310.1007/978-3-030-94379-0(MiAaPQ)EBC6944946(Au-PeEL)EBL6944946(CKB)21459567900041(DE-He213)978-3-030-94379-0(PPN)262168715(EXLCZ)992145956790004120220401d2022 u| 0engurcnu||||||||txtrdacontentcrdamediacrrdacarrierA Few Things I Know About Her A Personally Machine Learning Inspired Approach to Understand Surrounding Nature /by Bruno Apolloni1st ed. 2022.Cham :Springer International Publishing :Imprint: Springer,2022.1 online resource (211 pages)Intelligent Systems Reference Library,1868-4408 ;219Print version: Apolloni, Bruno A Few Things I Know about Her Cham : Springer International Publishing AG,c2022 9783030943783 Includes bibliographical references.Genome + synapses -- What I can understand, what I can’t -- Data first -- How to tackle difficult to understand phenomena. Fuzziness, cognitivity, memory.This book reconsiders key issues, such as description and explanation, which affect data analytics. For starters: the soul does not exist. Once released from this cumbersome roommate, we are left with complex biological systems: namely, ourselves, who must configure their environment in terms of worlds that are compatible with what they sense. Far from supplying yet another cosmogony, the book provides the cultivated reader with computational tools for describing and understanding data arising from his surroundings, such as climate parameters or stock market trends, even the win/defeat story of his son football team. Besides the superposition of the very many universes considered by quantum mechanics, we aim to manage families of worlds that may have generated those data through the key feature of their compatibility. Starting from a sharp engineering of ourselves in term of pairs consisting of genome plus a neuron ensemble, we toss this feature in different cognitive frameworks within a span of exploitations ranging from probability distributions to the latest implementations of machine learning. From the perspective of human society as an ensemble of the above pairs, the book also provides scientific tools for analyzing the benefits and drawbacks of the modern paradigm of the world as a service.Intelligent Systems Reference Library,1868-4408 ;219Computational intelligenceArtificial intelligenceNeural networks (Computer science)Computational IntelligenceArtificial IntelligenceMathematical Models of Cognitive Processes and Neural NetworksComputational intelligence.Artificial intelligence.Neural networks (Computer science)Computational Intelligence.Artificial Intelligence.Mathematical Models of Cognitive Processes and Neural Networks.006.3006.3Apolloni Bruno1946-79236MiAaPQMiAaPQMiAaPQ9910558499403321A Few Things I Know about Her2824691UNINA