Language: Hindi
Published by ?????? ??????? (????.) ??., 2023
ISBN 10: 8119159225 ISBN 13: 9788119159222
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Language: English
Published by LAP Lambert Academic Publishing, 2025
ISBN 10: 6208435781 ISBN 13: 9786208435783
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Published by LAP LAMBERT Academic Publishing, 2025
ISBN 10: 6208435781 ISBN 13: 9786208435783
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Language: English
Published by Amazon Digital Services LLC - Kdp, 2025
ISBN 10: 933437974X ISBN 13: 9789334379747
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Language: English
Published by New York, Humana Press., 2019
ISBN 10: 1493987321 ISBN 13: 9781493987320
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XVI, 563 p. Hardcover. Versand aus Deutschland / We dispatch from Germany via Air Mail. Einband bestoßen, daher Mängelexemplar gestempelt, sonst sehr guter Zustand. Imperfect copy due to slightly bumped cover, apart from this in very good condition. Stamped. Methods in Pharmacology and Toxicology. Sprache: Englisch.
Language: English
Published by LAP LAMBERT Academic Publishing, 2024
ISBN 10: 6207474988 ISBN 13: 9786207474981
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Published by Amazon Digital Services LLC - Kdp, 2025
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Published by New York, Humana Press., 2020
ISBN 10: 1071601490 ISBN 13: 9781071601495
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Language: English
Published by Anchor Academic Publishing, 2016
ISBN 10: 3960670249 ISBN 13: 9783960670247
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Language: English
Published by Springer Nature Switzerland AG, Cham, 2026
ISBN 10: 3032100801 ISBN 13: 9783032100801
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Paperback. Condition: new. Paperback. This brief introduces the readers of predictive cheminformatics to the concept of cliffs in the structure-activity landscape, which may greatly affect the data set modelability and the quality of predictions, hence generating disappointment from the performance of Quantitative Structure-Activity Relationship (QSAR) models. Although QSAR models are based on the assumption of a smooth activity landscape, where similar molecules are expected to have similar activities, some similar molecules can occasionally exhibit large differences in activity (for example, 100-fold). The definition of similarity for identifying activity cliffs may be based on chemical fingerprints or descriptors (classical activity cliffs), substructures (chirality cliffs, matched molecular pair cliffs), three-dimensional structure-based cliffs (3D cliffs), or the target-set-dependent potency difference. Some prediction outliers, even within the applicability domain of QSAR models, may arise due to the activity cliff (AC) behavior. In addition to compound pairs, activity cliffs may also be visualized in coordinated networks forming AC clusters. Despite using high-quality data, the data set's modelability may be significantly compromised in the presence of ACs, among other factors. The modelability of the dataset has been studied using different approaches like modelability index (MODI), weighted modelability index (WMODI), rivality index, etc. At the same time, the applicability domain of QSAR models is evaluated using a variety of methods, including leverage, principal components, standardization methods, and distance to the model in X-space, among others. Different methods for identifying activity cliffs have been proposed, such as the structure-activity landscape index (SALI), the structure-activity relationship (SAR) index, and the structure-activity similarity (SAS) maps. Recently, the Arithmetic Residuals in K-Groups Analysis (ARKA) has been shown to be successful in identifying activity cliffs. This approach has also been applied in small data set classification modeling. A multiclass ARKA approach has also been developed for its possible application in regression-based problems by integrating it with the quantitative read-across structure-activity relationship (q-RASAR) framework. This book showcases the evolution and the current status of the concept of activity cliffs as relevant to QSAR predictions and indicates the future directions in the research on activity cliffs. Researchers in the fields of medicinal chemistry, predictive toxicology, nanosciences, food science, agricultural sciences, and materials informatics should benefit from the concept of activity cliffs, impacting model-derived predictions. Shipping may be from multiple locations in the US or from the UK, depending on stock availability.
Language: French
Published by Editions Notre Savoir, 2025
ISBN 10: 6209125352 ISBN 13: 9786209125355
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Published by Anchor Academic Publishing, 2016
ISBN 10: 3960670249 ISBN 13: 9783960670247
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Seller: Books Puddle, New York, NY, U.S.A.
Condition: New. 1st ed. 2024 edition NO-PA16APR2015-KAP.
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Add to basketSoft cover. Condition: Good. Illustrated in b/w. Creases on insides of covers. Inscription on top of title page. Signed by Illustrator(s).
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Published by Anchor Academic Publishing, 2016
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Published by Anchor Academic Publishing, 2016
ISBN 10: 3960670249 ISBN 13: 9783960670247
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Language: French
Published by Editions Notre Savoir, 2024
ISBN 10: 6207334051 ISBN 13: 9786207334056
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Language: English
Published by LAP LAMBERT Academic Publishing, 2024
ISBN 10: 6207474988 ISBN 13: 9786207474981
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