Statistical Modelling Of Molecular Descriptors In Qsar/Qspr - Dehmer Matthias (Curatore); Varmuza Kurt (Curatore); Bonchev Danail (Curatore); Emmert–Streib Frank (Curatore) | Libro John Wiley & Sons 02/2012 - HOEPLI.it


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dehmer matthias (curatore); varmuza kurt (curatore); bonchev danail (curatore); emmert–streib frank (curatore) - statistical modelling of molecular descriptors in qsar/qspr

Statistical Modelling of Molecular Descriptors in QSAR/QSPR

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Dettagli

Genere:Libro
Lingua: Inglese
Pubblicazione: 02/2012





Note Editore

The book presents theoretical and practical results resulting from the statistical analysis and modeling of molecular descriptors in QSAR/QSPR. These results are relevant for everyone using molecular descriptors encompassing professionals from many fields such as bioinformatics, computational biology, structure-oriented drug design, medicinal chemistry and chemoinformatics. The title presents a combination of statistical, information-theoretic, and data analysis methods to meet the challenge of designing empirical models involving molecular descriptors within bioinformatics. The topics range from investigating information processing in chemical and biological networks to studying statistical and information-theoretic techniques for analyzing chemical structures to employing data analysis and machine learning techniques for QSAR/QSPR.




Sommario

This handbook and ready reference presents a combination of statistical, information-theoretic, and data analysis methods to meet the challenge of designing empirical models involving molecular descriptors within bioinformatics. The topics range from investigating information processing in chemical and biological networks to studying statistical and information-theoretic techniques for analyzing chemical structures to employing data analysis and machine learning techniques for QSAR/QSPR. The high-profile international author and editor team ensures excellent coverage of the topic, making this a must-have for everyone working in chemoinformatics and structure-oriented drug design.







Altre Informazioni

ISBN:

9783527324347

Condizione: Nuovo
Collana: Quantitative and Network Biology (VCH)
Dimensioni: 242 x 25.73 x 175 mm Ø 986 gr
Formato: Copertina rigida
Illustration Notes:154 Abbildungen, davon 35 farbig, 37 Tabellen
Pagine Arabe: 456






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