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R-NN Curves: An Intuitive Approach to Outlier Detection Using a Distance Based Method
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What this work says
Outgoing claims: the papers this work cites, builds on, or argues with.
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New Diversity Calculations Algorithms Used for Compound Selection
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k Nearest Neighbors QSAR Modeling as a Variational Problem: Theory and Applications
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Benzo[c]quinolizin-3-ones Theoretical Investigation: SAR Analysis and Application to Nontested Compounds
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Molecular Diversity in Chemical Databases: Comparison of Medicinal Chemistry Knowledge Bases and Databases of Commercially Available Compounds
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Diversity Profiling and Design Using 3D Pharmacophores: Pharmacophore-Derived Queries (PDQ)
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An Efficient Implementation of Distance-Based Diversity Measures Based on k−d Trees
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Metric Validation and the Receptor-Relevant Subspace Concept
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Design and Diversity Analysis of Large Combinatorial Libraries Using Cell-Based Methods
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Molecular Dataset Diversity Indices and Their Applications to Comparison of Chemical Databases and QSAR Analysis
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Measuring Molecular Similarity and Diversity: Total Pharmacophore Diversity
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Derivation and Validation of Toxicophores for Mutagenicity Prediction
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Hit-Directed Nearest-Neighbor Searching
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“Lead Hopping”. Validation of Topomer Similarity as a Superior Predictor of Similar Biological Activities
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IcePick: A Flexible Surface-Based System for Molecular Diversity
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Clustering Large Graphs via the Singular Value Decomposition
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Drug Delivery Systems: Entering the Mainstream
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The Many Roles of Computation in Drug Discovery
What points at this work
Incoming claims: where this work appears in other papers’ reference lists and arguments.
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A New Approach to Outlier Detection
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A new concept of higher-order similarity and the role of distance/similarity measures in local classification methods
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Counting Clusters Using R-NN Curves
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Impact of Benchmark Data Set Topology on the Validation of Virtual Screening Methods: Exploration and Quantification by Spatial Statistics
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Definition and Detection of Outliers in Chemical Space
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Chemoinformatic Analysis of Combinatorial Libraries, Drugs, Natural Products, and Molecular Libraries Small Molecule Repository
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Current Trends in Ligand-Based Virtual Screening: Molecular Representations, Data Mining Methods, New Application Areas, and Performance Evaluation
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An automated curation procedure for addressing chemical errors and inconsistencies in public datasets used in QSAR modelling
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Combined data mining techniques based patient data outlier detection for healthcare safety
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A Similarity‐based Data‐fusion Approach to the Visual Characterization and Comparison of Compound Databases
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The Standard Deviation Score: a novel similarity metric for data analysis
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Chemical Informatics Functionality in R
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Integrated Model-Centric Decision Support System for Process Industries
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Improving Usability and Accessibility of Cheminformatics Tools for Chemists through Cyberinfrastructure and Education
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