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The 12 papers presented here were carefully reviewed and selected for these open access proceedings. These papers focus on various aspects of the rapidly evolving field of Artificial Intelligence (AI)-driven drug discovery in chemistry, including Big Data and advanced Machine Learning, eXplainable AI (XAI), Chemoinformatics, Use of deep learning to predict molecular properties, Modeling and prediction of chemical reaction data and Generative models.
The 12 papers presented here were carefully reviewed and selected for these open access proceedings. These papers focus on various aspects of the rapidly evolving field of Artificial Intelligence (AI)-driven drug discovery in chemistry, including Big Data and advanced Machine Learning, eXplainable AI (XAI), Chemoinformatics, Use of deep learning to predict molecular properties, Modeling and prediction of chemical reaction data and Generative models.
| Erscheinungsjahr: | 2024 |
|---|---|
| Genre: | Informatik, Mathematik, Medizin, Naturwissenschaften, Technik |
| Rubrik: | Naturwissenschaften & Technik |
| Medium: | Taschenbuch |
| Titelzusatz: | First International Workshop, AIDD 2024, Held in Conjunction with ICANN 2024, Lugano, Switzerland, September 19, 2024, Proceedings |
| Reihe: | Lecture Notes in Computer Science |
| Inhalt: |
xxxviii
176 S. 1 s/w Illustr. 49 farbige Illustr. 176 p. 50 illus. 49 illus. in color. |
| ISBN-13: | 9783031723803 |
| ISBN-10: | 3031723805 |
| Sprache: | Englisch |
| Einband: | Kartoniert / Broschiert |
| Redaktion: |
Clevert, Djork-Arné
Wand, Michael Malinovská, Kristína Schmidhuber, Jürgen Tetko, Igor V. |
| Herausgeber: | Djork-Arné Clevert/Michael Wand/Kristína Malinovská et al |
| Hersteller: |
Springer
Springer International Publishing AG Lecture Notes in Computer Science |
| Verantwortliche Person für die EU: | Springer Verlag GmbH, Tiergartenstr. 17, D-69121 Heidelberg, juergen.hartmann@springer.com |
| Maße: | 235 x 155 x 12 mm |
| Von/Mit: | Djork-Arné Clevert (u. a.) |
| Erscheinungsdatum: | 27.09.2024 |
| Gewicht: | 0,335 kg |
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