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Multiple instance learning mil - PowerPoint PPT Presentation

Multiple-Instance Learning

Multiple-Instance Learning. Paper 1: A Framework for Multiple-Instance Learning [Maron and Lozano-Perez, 1998] Paper 2: EM-DD: An Improved Multiple-Instance Learning Technique [Zhang and Goldman, 2001]. Multiple-Instance Learning (MIL). A variation on supervised learning

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Activity Prediction

In drug discovery, researchers are not only interested in detecting active molecules, but also in determining the biological activity observed in a particular molecule. At the same time, it is useful to identify the most representative subset of molecular descriptors to help determine the attributes required in drug design. Due to the flexibility of the molecular structure, a molecule may adopt a wide range of conformers and identifying the bioactive conformers is very important for understanding the recognition mechanism between small molecules and proteins, which is crucial in drug discovery and development. BOC Sciences is a professional company to provide activity prediction with several methods. Our advanced techniques and experienced scientists enable us to provide high-quality and cost-effective data to our customers.

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Multiple instance learning mil - PowerPoint PPT Presentation

Multiple-Instance Learning

Activity Prediction