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Diversity selection algorithms

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Outgoing claims: the papers this work cites, builds on, or argues with.

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The art and practice of structure-based drug design: A molecular modeling perspective
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Reviews in Computational Chemistry, Volume 18
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Chemoinformatics in Drug Discovery
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Similarity methods in chemoinformatics
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A Fast Algorithm For Selecting Sets Of Dissimilar Molecules From Large Chemical Databases
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Parameter Based Methods for Compound Selection from Chemical Databases
inferredcites →https://doi.org/10.1002/qsar.200610052openalex-snapshot
Neighborhood Behavior: Validation of Two‐Dimensional Molecular Similarity as a Predictor of Similar Biological Activities and Docking Scores
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ADMET Property Prediction: The State of the Art and Current Challenges
inferredcites →https://doi.org/10.1002/qsar.200610102openalex-snapshot
What Works and What Does Not: Lessons From Experience in a Pharmaceutical Company
inferredcites →https://doi.org/10.1007/bf01718702openalex-snapshot
Optimization and visualization of molecular diversity of combinatorial libraries
inferredcites →https://doi.org/10.1007/bf03380182openalex-snapshot
Dissimilarity-based compound selection techniques
inferredcites →https://doi.org/10.1007/s11030-006-8697-1openalex-snapshot
Molecular similarity and diversity in chemoinformatics: From theory to applications
inferredcites →https://doi.org/10.1007/s11030-006-9040-6openalex-snapshot
Leadlikeness and structural diversity of synthetic screening libraries
inferredcites →https://doi.org/10.1016/0022-2860(93)80221-gopenalex-snapshot
Computational Chemical Graph Theory
inferredcites →https://doi.org/10.1016/j.cbpa.2004.06.005openalex-snapshot
Predictive ADMET studies, the challenges and the opportunities
inferredcites →https://doi.org/10.1016/j.cbpa.2006.06.022openalex-snapshot
Streamlining lead discovery by aligning in silico and high-throughput screening
inferredcites →https://doi.org/10.1016/j.cbpa.2008.03.010openalex-snapshot
Dissimilarity-based approaches to compound acquisition
inferredcites →https://doi.org/10.1016/j.ddtec.2006.12.007openalex-snapshot
Chemical diversity and biological activity
inferredcites →https://doi.org/10.1016/s0169-409x(96)00423-1openalex-snapshot
Experimental and computational approaches to estimate solubility and permeability in drug discovery and development settings
inferredcites →https://doi.org/10.1016/s1093-3263(00)00071-1openalex-snapshot
Novel algorithms for the optimization of molecular diversity of combinatorial libraries
inferredcites →https://doi.org/10.1016/s1093-3263(98)00008-4openalex-snapshot
Comparison of algorithms for dissimilarity-based compound selection
inferredcites →https://doi.org/10.1021/ci00023a009openalex-snapshot
Simulation Analysis of Experimental Design Strategies for Screening Random Compounds as Potential New Drugs and Agrochemicals
inferredcites →https://doi.org/10.1021/ci0003911openalex-snapshot
Algorithm for Naming Molecular Equivalence Classes Represented by Labeled Pseudographs
inferredcites →https://doi.org/10.1021/ci010366aopenalex-snapshot
Is There a Difference between Leads and Drugs? A Historical Perspective
inferredcites →https://doi.org/10.1021/ci010375jopenalex-snapshot
Combinatorial Library Design Using a Multiobjective Genetic Algorithm
inferredcites →https://doi.org/10.1021/ci0255836openalex-snapshot
Optimizing the Size and Configuration of Combinatorial Libraries
inferredcites →https://doi.org/10.1021/ci034001xopenalex-snapshot
Analysis and Display of the Size Dependence of Chemical Similarity Coefficients
inferredcites →https://doi.org/10.1021/ci049787topenalex-snapshot
A Fast Exchange Algorithm for Designing Focused Libraries in Lead Optimization
inferredcites →https://doi.org/10.1021/ci050348jopenalex-snapshot
New Methods for Ligand-Based Virtual Screening: Use of Data Fusion and Machine Learning to Enhance the Effectiveness of Similarity Searching
inferredcites →https://doi.org/10.1021/ci050352vopenalex-snapshot
Assessing the Scaffold Diversity of Screening Libraries
inferredcites →https://doi.org/10.1021/ci0503558openalex-snapshot
Relationships between Molecular Complexity, Biological Activity, and Structural Diversity
inferredcites →https://doi.org/10.1021/ci060117sopenalex-snapshot
On Outliers and Activity CliffsWhy QSAR Often Disappoints
inferredcites →https://doi.org/10.1021/ci600219nopenalex-snapshot
A Cluster-Based Strategy for Assessing the Overlap between Large Chemical Libraries and Its Application to a Recent Acquisition
inferredcites →https://doi.org/10.1021/ci600338xopenalex-snapshot
The Scaffold Tree − Visualization of the Scaffold Universe by Hierarchical Scaffold Classification
inferredcites →https://doi.org/10.1021/ci600382mopenalex-snapshot
Designing Compound Subsets: Comparison of Random and Rational Approaches Using Statistical Simulation
inferredcites →https://doi.org/10.1021/ci600423uopenalex-snapshot
Virtual Exploration of the Chemical Universe up to 11 Atoms of C, N, O, F: Assembly of 26.4 Million Structures (110.9 Million Stereoisomers) and Analysis for New Ring Systems, Stereochemistry, Physicochemical Properties, Compound Classes, and Drug Discovery
inferredcites →https://doi.org/10.1021/ci7004498openalex-snapshot
Application of Belief Theory to Similarity Data Fusion for Use in Analog Searching and Lead Hopping
inferredcites →https://doi.org/10.1021/ci800302gopenalex-snapshot
Analysis of Neighborhood Behavior in Lead Optimization and Array Design
inferredcites →https://doi.org/10.1021/ci800426uopenalex-snapshot
Chemoinformatic Analysis of Combinatorial Libraries, Drugs, Natural Products, and Molecular Libraries Small Molecule Repository
inferredcites →https://doi.org/10.1021/ci9501047openalex-snapshot
Use of Structure−Activity Data To Compare Structure-Based Clustering Methods and Descriptors for Use in Compound Selection
inferredcites →https://doi.org/10.1021/ci950168hopenalex-snapshot
Molecular Diversity in Chemical Databases: Comparison of Medicinal Chemistry Knowledge Bases and Databases of Commercially Available Compounds
inferredcites →https://doi.org/10.1021/ci960039gopenalex-snapshot
Diversity Profiling and Design Using 3D Pharmacophores: Pharmacophore-Derived Queries (PDQ)
inferredcites →https://doi.org/10.1021/ci960361ropenalex-snapshot
Algorithm5: A Technique for Fuzzy Similarity Clustering of Chemical Inventories
inferredcites →https://doi.org/10.1021/ci960471yopenalex-snapshot
Similarity Measures for Rational Set Selection and Analysis of Combinatorial Libraries: The Diverse Property-Derived (DPD) Approach
inferredcites →https://doi.org/10.1021/ci9800211openalex-snapshot
Chemical Similarity Searching
inferredcites →https://doi.org/10.1021/ci980100copenalex-snapshot
An Efficient Implementation of Distance-Based Diversity Measures Based on k−d Trees
inferredcites →https://doi.org/10.1021/ci980107uopenalex-snapshot
Balancing Representativeness Against Diversity using Optimizable K-Dissimilarity and Hierarchical Clustering
inferredcites →https://doi.org/10.1021/ci980138popenalex-snapshot
Design and Diversity Analysis of Large Combinatorial Libraries Using Cell-Based Methods
inferredcites →https://doi.org/10.1021/ja902302hopenalex-snapshot
970 Million Druglike Small Molecules for Virtual Screening in the Chemical Universe Database GDB-13
inferredcites →https://doi.org/10.1021/jm010137fopenalex-snapshot
One-Dimensional Molecular Representations and Similarity Calculations: Methodology and Validation
inferredcites →https://doi.org/10.1021/jm020155copenalex-snapshot
Do Structurally Similar Molecules Have Similar Biological Activity?
inferredcites →https://doi.org/10.1021/jm049032dopenalex-snapshot
HierS: Hierarchical Scaffold Clustering Using Topological Chemical Graphs
inferredcites →https://doi.org/10.1021/jm960290nopenalex-snapshot
Neighborhood Behavior: A Useful Concept for Validation of “Molecular Diversity” Descriptors
inferredcites →https://doi.org/10.1021/jm9602928openalex-snapshot
The Properties of Known Drugs. 1. Molecular Frameworks
inferredcites →https://doi.org/10.1021/jm9700878openalex-snapshot
Random or Rational Design? Evaluation of Diverse Compound Subsets from Chemical Structure Databases
inferredcites →https://doi.org/10.1021/jm970775ropenalex-snapshot
IcePick: A Flexible Surface-Based System for Molecular Diversity
inferredcites →https://doi.org/10.1021/jm9806998openalex-snapshot
New 4-Point Pharmacophore Method for Molecular Similarity and Diversity Applications: Overview of the Method and Applications, Including a Novel Approach to the Design of Combinatorial Libraries Containing Privileged Substructures
inferredcites →https://doi.org/10.1023/a:1020837112154openalex-snapshot
Multiobjective optimization of combinatorial libraries
inferredcites →https://doi.org/10.1023/a:1020877402759openalex-snapshot
Current trends in lead discovery: Are we looking for the appropriate properties?
inferredcites →https://doi.org/10.1023/a:1027232610247openalex-snapshot
Novel software tools for chemical diversity
inferredcites →https://doi.org/10.1073/pnas.0503647102openalex-snapshot
Charting biologically relevant chemical space: A structural classification of natural products (SCONP)
inferredcites →https://doi.org/10.1080/01621459.1963.10500845openalex-snapshot
Hierarchical Grouping to Optimize an Objective Function
inferredcites →https://doi.org/10.1109/t-c.1973.223640openalex-snapshot
Clustering Using a Similarity Measure Based on Shared Near Neighbors
inferredcites →https://doi.org/10.2174/156802606775193310openalex-snapshot
Diversity in Medicinal Chemistry Space

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

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MOLECULAR SIMILARITY ANALYSIS
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Enumeration and Visualization of Large Combinatorial Chemical Libraries
inferred← citeshttps://doi.org/10.1002/9783527654307.ch1openalex-snapshot
Bioisosterism in Medicinal Chemistry
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The Symbiotic Relationship Between Drug Discovery and Organic Chemistry
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Similarity‐Driven Discovery of Zeolite Materials for Adsorption‐Based Separations
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The Calculation of Molecular Structural Similarity: Principles and Practice
inferred← citeshttps://doi.org/10.1007/s11030-016-9692-9openalex-snapshot
Plate-based diversity subset screening generation 2: an improved paradigm for high-throughput screening of large compound files
inferred← citeshttps://doi.org/10.1016/b978-0-08-099420-8.00003-1openalex-snapshot
Step IIIa: Biological Hit Discovery Through High-Throughput Screening (HTS): Random Approaches and Rational Design
inferred← citeshttps://doi.org/10.1016/j.nexres.2026.102362openalex-snapshot
A comprehensive review of chemoinformatics: From molecular representation to data-driven design
inferred← citeshttps://doi.org/10.1021/acs.jcim.4c01314openalex-snapshot
An Open-Source Implementation of the Scaffold Identification and Naming System (SCINS) and Example Applications
inferred← citeshttps://doi.org/10.1021/acs.jcim.5c01499openalex-snapshot
Selector : A General Python Library for Diverse Subset Selection
inferred← citeshttps://doi.org/10.1021/acscatal.6c04894openalex-snapshot
Enabling Data-Efficient Machine Learning through Multi-Target Training Set Design via Greedy Neighborhood Coverage
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Molecular Similarity Approaches in Chemoinformatics: Early History and Literature Status
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Shaping a Screening File for Maximal Lead Discovery Efficiency and Effectiveness: Elimination of Molecular Redundancy
inferred← citeshttps://doi.org/10.1021/ci400469uopenalex-snapshot
How Diverse Are Diversity Assessment Methods? A Comparative Analysis and Benchmarking of Molecular Descriptor Space
inferred← citeshttps://doi.org/10.1021/jasms.4c00186openalex-snapshot
AI-Guided Design of MALDI Matrices: Exploring the Electron Transfer Chemical Space for Mass Spectrometric Analysis of Low-Molecular-Weight Compounds
inferred← citeshttps://doi.org/10.1021/jm401411zopenalex-snapshot
Molecular Similarity in Medicinal Chemistry
inferred← citeshttps://doi.org/10.1038/s41598-022-04967-9openalex-snapshot
Selecting molecules with diverse structures and properties by maximizing submodular functions of descriptors learned with graph neural networks
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Structural enrichment of HTS compounds from available commercial libraries
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Multi-objective optimization methods in novel drug design
inferred← citeshttps://doi.org/10.1111/cbdd.12155openalex-snapshot
Diversity Selection of Compounds Based on ‘Protein Affinity Fingerprints’ Improves Sampling of Bioactive Chemical Space
inferred← citeshttps://doi.org/10.1186/s13321-015-0108-0openalex-snapshot
A reliable computational workflow for the selection of optimal screening libraries
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A 2D-QSAR and Grid-Independent Molecular Descriptor (GRIND) Analysis of Quinoline-Type Inhibitors of Akt2: Exploration of the Binding Mode in the Pleckstrin Homology (PH) Domain
inferred← citeshttps://doi.org/10.21203/rs.3.rs-849372/v1openalex-snapshot
SubMo-GNN: Property- and Structure-Aware Diverse Molecular Selection with Representation Learning and Mathematical Diverse-Selection Framework
inferred← citeshttps://doi.org/10.3390/ijms222312993openalex-snapshot
Combined Pharmacophore and Grid-Independent Molecular Descriptors (GRIND) Analysis to Probe 3D Features of Inositol 1,4,5-Trisphosphate Receptor (IP3R) Inhibitors in Cancer
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How Size Matters: Diversity for Fragment Library Design
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On the Organization of a Drug Discovery Platform
inferred← citeshttps://doi.org/10.7287/peerj.6283v0.1/reviews/1openalex-snapshot
Peer Review #1 of "GRID-independent molecular descriptor analysis and molecular docking studies to mimic the binding hypothesis of γ-aminobutyric acid transporter 1 (GAT1) inhibitors (v0.1)"
inferred← citeshttps://doi.org/10.7287/peerj.6283v0.1/reviews/2openalex-snapshot
Peer Review #2 of "GRID-independent molecular descriptor analysis and molecular docking studies to mimic the binding hypothesis of γ-aminobutyric acid transporter 1 (GAT1) inhibitors (v0.1)"
inferred← citeshttps://doi.org/10.7287/peerj.6283v0.1/reviews/3openalex-snapshot
Peer Review #3 of "GRID-independent molecular descriptor analysis and molecular docking studies to mimic the binding hypothesis of γ-aminobutyric acid transporter 1 (GAT1) inhibitors (v0.1)"
inferred← citeshttps://doi.org/10.7287/peerj.6283v0.2/reviews/1openalex-snapshot
Peer Review #1 of "GRID-independent molecular descriptor analysis and molecular docking studies to mimic the binding hypothesis of γ-aminobutyric acid transporter 1 (GAT1) inhibitors (v0.2)"
inferred← citeshttps://doi.org/10.7287/peerj.6283v0.2/reviews/2openalex-snapshot
Peer Review #2 of "GRID-independent molecular descriptor analysis and molecular docking studies to mimic the binding hypothesis of γ-aminobutyric acid transporter 1 (GAT1) inhibitors (v0.2)"
inferred← citeshttps://doi.org/10.7717/peerj.6283openalex-snapshot
GRID-independent molecular descriptor analysis and molecular docking studies to mimic the binding hypothesis of γ-aminobutyric acid transporter 1 (GAT1) inhibitors
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