03103nam 2200589 450 99651846470331620231009151527.03-031-08411-X10.1007/978-3-031-08411-9(MiAaPQ)EBC7209553(Au-PeEL)EBL7209553(CKB)26240842300041(DE-He213)978-3-031-08411-9(PPN)26909539X(EXLCZ)992624084230004120230526d2023 uy 0engurcnu||||||||txtrdacontentcrdamediacrrdacarrierComputational life sciences data engineering and data mining for life sciences /edited by Jens Dörpinghaus [and three others]1st ed. 2022.Cham, Switzerland :Springer,[2023]©20231 online resource (593 pages)Studies in Big Data,2197-6511 ;112Includes index.Print version: Dörpinghaus, Jens Computational Life Sciences Cham : Springer International Publishing AG,c2023 9783031084102 Interesting Programming Languages used in Life Sciences -- Introduction to Java -- Basic Data Processing -- Algorithm Design -- Data and Knowledge Management -- Databases and Knowledge Graphs -- Knowledge Discovery and AI approaches for the Life Sciences -- Longitudinal Data.This book broadly covers the given spectrum of disciplines in Computational Life Sciences, transforming it into a strong helping hand for teachers, students, practitioners and researchers. In Life Sciences, problem-solving and data analysis often depend on biological expertise combined with technical skills in order to generate, manage and efficiently analyse big data. These technical skills can easily be enhanced by good theoretical foundations, developed from well-chosen practical examples and inspiring new strategies. This is the innovative approach of Computational Life Sciences-Data Engineering and Data Mining for Life Sciences: We present basic concepts, advanced topics and emerging technologies, introduce algorithm design and programming principles, address data mining and knowledge discovery as well as applications arising from real projects. Chapters are largely independent and often flanked by illustrative examples and practical advise. .Studies in Big Data,2197-6511 ;112Big dataCiències de la vidathubProcessament de dadesthubGestió de bases de dadesthubMineria de dadesthubLlibres electrònicsthubBig data.Ciències de la vidaProcessament de dadesGestió de bases de dadesMineria de dades005.7Dörpinghaus JensMiAaPQMiAaPQMiAaPQBOOK996518464703316Computational Life Sciences3067822UNISA