03906nam a22005655i 4500001001800000003000900018005001700027007001500044008004100059020003700100024003500137050001300172050001400185072001600199072002300215072001500238100008400253245013300337250001800470264006900488300006600557336002600623337002600649338003600675347002400711505054100735520120101276650003602477650002902513650004902542650002102591650005902612650004702671650003902718650003602757650002902793650007102822650004602893650005902939700008202998710003403080773002603114776003603140776003603176776003603212856004603248912001403294912001503308999001703323978-3-031-50605-5DE-He21320251030112042.0cr nn 008mamaa240515s2024    sz |    s    |||| 0|eng d  a97830315060559978-3-031-50605-57 a10.1007/978-3-031-50605-52doi 4aQ334-342 4aTA347.A78 7aUYQ2bicssc 7aCOM0040002bisacsh 7aUYQ2thema1 aPaaß, Gerhard.eauthor.4aut4http://id.loc.gov/vocabulary/relators/aut97684510aArtificial Intelligenceh[electronic resource] :bWhat Is Behind the Technology of the Future? /cby Gerhard Paaß, Dirk Hecker.  a1st ed. 2024. 1aCham :bSpringer Nature Switzerland :bImprint: Springer,c2024.  aXX, 474 p. 419 illus., 412 illus. in color.bonline resource.  atextbtxt2rdacontent  acomputerbc2rdamedia  aonline resourcebcr2rdacarrier  atext filebPDF2rda0 aPreface -- About the Authors -- 1. What Is Intelligent About Artificial Intelligence? -- 2 What Are the Capabilities of Artificial Intelligence? -- 3. Some Basic Concepts of Machine Learning -- 4. Deep Learning Can Recognize Complex Relationships -- 5. Image Recognition with Deep Neural Networks -- 6. Capturing the Meaning of Written Text -- 7. Understanding Spoken Language -- 8. Learning Optimal Policies -- 9. Creative Artificial Intelligence and Emotions -- 10. AI and Its Opportunities, Challenges and Risks -- Appendix -- Index.  aArtificial Intelligence (AI) is already present in our daily routines, and in the future, we will encounter it in almost every aspect of life – from analyzing X-rays for medical diagnosis, driving autonomous cars, maintaining complex machinery, to drafting essays on environmental problems and drawing imaginative pictures. The potentials of AI are enormous, while at the same time many myths, uncertainties and challenges circulate that need to be tackled. The English translation of the book “Künstliche Intelligenz – Was steckt hinter der Technologie der Zukunft?” originally published in German (Springer Vieweg, 2020), this book is addressed to the general public, from interested citizens to corporate executives who want to develop a better and deeper understanding of AI technologies and assess their consequences. Mathematical basics, terminology, and methods are explained in understandable language. Adaptations to different media such as images, text, and speech and the corresponding generative models are introduced. A concluding discussion of opportunities and challenges helps readers evaluate new developments, demystify them, and assess their relevance for the future. 0aArtificial intelligence.958441 0aMachine learning.955059 0aImage processingxDigital techniques.964228 0aComputer vision. 0aNatural language processing (Computer science).965131 0aUser interfaces (Computer systems).964688 0aHuman-computer interaction.96485414aArtificial Intelligence.95844124aMachine Learning.95505924aComputer Imaging, Vision, Pattern Recognition and Graphics.96555024aNatural Language Processing (NLP).96616424aUser Interfaces and Human Computer Interaction.9665771 aHecker, Dirk.eauthor.4aut4http://id.loc.gov/vocabulary/relators/aut9768462 aSpringerLink (Online service)0 tSpringer Nature eBook08iPrinted edition:z978303150604808iPrinted edition:z978303150606208iPrinted edition:z978303150607940uhttps://doi.org/10.1007/978-3-031-50605-5  aZDB-2-SCS  aZDB-2-SXCS  c59866d59866