Perspectives on Logics for Data-driven Reasoning
Produktnummer:
1818b07d4d6c8c48919babfb8a49655bd0
Themengebiete: | Causal reasoning Data-centered science Data-driven reasoning Evidence and logic Logic and data Logics for statistical inference Reasoning with correlation Reasoning with evidence Statistical inference |
---|---|
Veröffentlichungsdatum: | 22.01.2025 |
EAN: | 9783031778919 |
Sprache: | Englisch |
Seitenzahl: | 207 |
Produktart: | Gebunden |
Herausgeber: | Hosni, Hykel Landes, Jürgen |
Verlag: | Springer International Publishing |
Produktinformationen "Perspectives on Logics for Data-driven Reasoning"
This book calls for a rethinking of logic as the core methodological tool for scientific reasoning in the context of a steadily increasing emphasis on data-centered science. To do so it provides a state-of-the-art presentation of the role logic can have in making the most of the current opportunities while making explicit the key challenges opened up by the data-driven age of scientific research.Particular attention is given to the following four core fields and applications: Reasoning with correlations (medical, life-science applications); logics for statistical inference (machine learning, and societal applications thereof); reasoning with evidence (defining good evidence); causal reasoning (forensic reasoning).The book collects contributions from key logicians, methodologists and scientists. This multidisciplinary perspective benefits both scientists and logicians interested in data-driven science. Scientists are introduced to logics that go beyond classical and thus are applicable to reasoning with data; Logicians have a change to focus on the potential applications of their methods and techniques to pressing scientific problems. This book is, therefore, of interest to scientists and logicians working on data-centered science.

Sie möchten lieber vor Ort einkaufen?
Sie haben Fragen zu diesem oder anderen Produkten oder möchten einfach gerne analog im Laden stöbern? Wir sind gerne für Sie da und beraten Sie auch telefonisch.
Juristische Fachbuchhandlung
Georg Blendl
Parcellistraße 5 (Maxburg)
8033 München
Montag - Freitag: 8:15 -18 Uhr
Samstags geschlossen