eBook
Artificial Intelligence in Spectroscopy
| Title: | Artificial Intelligence in Spectroscopy |
|---|---|
| Description: | This textbook summarizes studies and significant materials on Artificial Intelligence in spectroscopy into a fundamental monograph. Its rigorous mathematical basis, in-depth detailed description, and numerous examples of applications in chemistry and physics make it valuable for theorists, practitioners, and students specializing in data processing in spectroscopy, chemometrics, and analytical chemistry. The bibliography part briefly describes hundreds of data analytics applications for solving Artificial Intelligence-based spectroscopic tasks in industrial and research laboratories. This book differs from existing brief reviews and articles on this topic in that it forms, for the first time, the big picture of all kinds of Artificial Intelligence methods in spectroscopy. Also, the book provides quickly reproducible computer calculations, illustrating its significant theoretical statements. As such, it can also serve as a practical guide to lecturers in Artificial Intelligence in spectroscopy, including chemometrics and analytical chemistry. |
| Authors: | Joseph Dubrovkin, Author |
| Resource Type: | eBook. |
| Subjects: | Artificial intelligence, Spectrum analysis--Data processing |
| Categories: | COMPUTERS / Artificial Intelligence / General, SCIENCE / Spectroscopy & Spectrum Analysis |
| Database: | eBook Index |
| FullText | Text: Availability: 0 |
|---|---|
| Header | DbId: edsebk DbLabel: eBook Index An: 4286810 RelevancyScore: 981 AccessLevel: 6 PubType: eBook PubTypeId: ebook PreciseRelevancyScore: 981.043701171875 |
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| PLink | https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=edsebk&AN=4286810 |
| RecordInfo | BibRecord: BibEntity: Classifications: – Code: 543.0858 Scheme: ddc Type: prePub Languages: – Code: eng Text: English Subjects: – SubjectFull: Artificial intelligence Type: general – SubjectFull: Spectrum analysis--Data processing Type: general Titles: – TitleFull: Artificial Intelligence in Spectroscopy Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Joseph Dubrovkin, Author – PersonEntity: Name: NameFull: Joseph Dubrovkin, Author IsPartOfRelationships: – BibEntity: Dates: – D: 01 M: 01 Type: published Y: 2025 – D: 23 M: 08 Type: profile Y: 2025 Identifiers: – Type: isbn-print Value: 9781036453138 – Type: isbn-electronic Value: 9781036453145 Titles: – TitleFull: Artificial Intelligence in Spectroscopy Type: main |
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