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Similarity Metrics for Ligands Reflecting the Similarity of the Target Proteins

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Chemogenomic approaches to drug discovery
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An Ontology for Pharmaceutical Ligands and Its Application for in Silico Screening and Library Design
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Similarity Searching in Files of Three-Dimensional Chemical Structures: Analysis of the BIOSTER Database Using Two-Dimensional Fingerprints and Molecular Field Descriptors
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Raman Spectra of Aqueous Solutions of Potassium Thiocyanate
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A Comparison of Field-Based Similarity Searching Methods: CatShape, FBSS, and ROCS
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Naïve Bayes Classification Using 2D Pharmacophore Feature Triplet Vectors
inferred← citeshttps://doi.org/10.1021/ci700461sopenalex-snapshot
Support-Vector-Machine-Based Ranking Significantly Improves the Effectiveness of Similarity Searching Using 2D Fingerprints and Multiple Reference Compounds
inferred← citeshttps://doi.org/10.1021/ci800020sopenalex-snapshot
Core Trees and Consensus Fragment Sequences for Molecular Representation and Similarity Analysis
inferred← citeshttps://doi.org/10.1021/ci8002045openalex-snapshot
Bit Silencing in Fingerprints Enables the Derivation of Compound Class-Directed Similarity Metrics
inferred← citeshttps://doi.org/10.1021/ci800249sopenalex-snapshot
How Similar Are Similarity Searching Methods? A Principal Component Analysis of Molecular Descriptor Space
inferred← citeshttps://doi.org/10.1021/ci800377nopenalex-snapshot
Relevance of Feature Combinations for Similarity Searching Using General or Activity Class-Directed Molecular Fingerprints
inferred← citeshttps://doi.org/10.1021/ci800441copenalex-snapshot
Searching for Target-Selective Compounds Using Different Combinations of Multiclass Support Vector Machine Ranking Methods, Kernel Functions, and Fingerprint Descriptors
inferred← citeshttps://doi.org/10.1021/ci900004aopenalex-snapshot
Ligand Prediction from Protein Sequence and Small Molecule Information Using Support Vector Machines and Fingerprint Descriptors
inferred← citeshttps://doi.org/10.1021/ci900074topenalex-snapshot
Novel Application of 2D and 3D-Similarity Searches To Identify Substrates among Cytochrome P450 2C9, 2D6, and 3A4
inferred← citeshttps://doi.org/10.1021/ci900095vopenalex-snapshot
Molecular Formal Concept Analysis for Compound Selectivity Profiling in Biologically Annotated Databases
inferred← citeshttps://doi.org/10.1021/ci900108dopenalex-snapshot
Development of a Compound Class-Directed Similarity Coefficient That Accounts for Molecular Complexity Effects in Fingerprint Searching
inferred← citeshttps://doi.org/10.1021/ci900159fopenalex-snapshot
Shannon Entropy-Based Fingerprint Similarity Search Strategy
inferred← citeshttps://doi.org/10.1021/ci900204yopenalex-snapshot
LigMatch: A Multiple Structure-Based Ligand Matching Method for 3D Virtual Screening
inferred← citeshttps://doi.org/10.1021/ci900382eopenalex-snapshot
Combining Machine Learning and Pharmacophore-Based Interaction Fingerprint for in Silico Screening
inferred← citeshttps://doi.org/10.1021/ci900419kopenalex-snapshot
Current Trends in Ligand-Based Virtual Screening: Molecular Representations, Data Mining Methods, New Application Areas, and Performance Evaluation
inferred← citeshttps://doi.org/10.1021/jm049654zopenalex-snapshot
A 3D Similarity Method for Scaffold Hopping from Known Drugs or Natural Ligands to New Chemotypes
inferred← citeshttps://doi.org/10.1021/jm050316nopenalex-snapshot
Enhancing the Effectiveness of Similarity-Based Virtual Screening Using Nearest-Neighbor Information
inferred← citeshttps://doi.org/10.1021/jm0582165openalex-snapshot
Searching Techniques for Databases of Two- and Three-Dimensional Chemical Structures
inferred← citeshttps://doi.org/10.1021/jm300658nopenalex-snapshot
Virtual Screening Identifies Novel Sulfonamide Inhibitors of ecto -5′-Nucleotidase
inferred← citeshttps://doi.org/10.1021/jm800504qopenalex-snapshot
In SilicoFunctional Profiling of Small Molecules and Its Applications
inferred← citeshttps://doi.org/10.1021/jm901241eopenalex-snapshot
Escape from Flatland: Increasing Saturation as an Approach to Improving Clinical Success
inferred← citeshttps://doi.org/10.1023/b:jcam.0000017375.61558.adopenalex-snapshot
Comparison of correlation vector methods for ligand-based similarity searching
inferred← citeshttps://doi.org/10.1038/nbt1284openalex-snapshot
Relating protein pharmacology by ligand chemistry
inferred← citeshttps://doi.org/10.1038/nrg1317openalex-snapshot
Chemogenomics: an emerging strategy for rapid target and drug discovery
inferred← citeshttps://doi.org/10.1038/s42004-024-01179-2openalex-snapshot
Testing the predictive power of reverse screening to infer drug targets, with the help of machine learning
inferred← citeshttps://doi.org/10.1038/sj.bjp.0707305openalex-snapshot
In silico pharmacology for drug discovery: methods for virtual ligand screening and profiling
inferred← citeshttps://doi.org/10.1038/sj.bjp.0707307openalex-snapshot
Chemogenomic approaches to rational drug design
inferred← citeshttps://doi.org/10.1039/9781788018982-00231openalex-snapshot
Machine Learning in Drug Design
inferred← citeshttps://doi.org/10.1039/9781847558879-00001openalex-snapshot
Fragment Descriptors in SAR/QSAR/QSPR Studies, Molecular Similarity Analysis and in Virtual Screening
inferred← citeshttps://doi.org/10.1039/9781847558879-00120openalex-snapshot
Molecular Similarity Analysis in Virtual Screening
inferred← citeshttps://doi.org/10.1039/9781849734912-00050openalex-snapshot
Chemoinformatic Approaches to Target Identification
inferred← citeshttps://doi.org/10.1039/b409865jopenalex-snapshot
Comparison of topological descriptors for similarity-based virtual screening using multiple bioactive reference structures
inferred← citeshttps://doi.org/10.1039/c3mb70554dopenalex-snapshot
Drug repositioning by applying ‘expression profiles’ generated by integrating chemical structure similarity and gene semantic similarity
inferred← citeshttps://doi.org/10.1073/pnas.0404719101openalex-snapshot
Compound library development guided by protein structure similarity clustering and natural product structure
inferred← citeshttps://doi.org/10.1073/pnas.0705683104openalex-snapshot
Processing and classification of chemical data inspired by insect olfaction
inferred← citeshttps://doi.org/10.1089/cmb.2010.0213openalex-snapshot
Combining Drug and Gene Similarity Measures for Drug-Target Elucidation
inferred← citeshttps://doi.org/10.1093/bfgp/elab031openalex-snapshot
Current status and future prospects of drug–target interaction prediction
inferred← citeshttps://doi.org/10.1093/bib/bbt056openalex-snapshot
Similarity-based machine learning methods for predicting drug–target interactions: a brief review
inferred← citeshttps://doi.org/10.1093/bib/bbx125openalex-snapshot
Web-based drug repurposing tools: a survey
inferred← citeshttps://doi.org/10.1093/bib/bby004openalex-snapshot
Artificial intelligence in drug combination therapy
inferred← citeshttps://doi.org/10.1093/bib/bby069openalex-snapshot
Review and comparative assessment of similarity-based methods for prediction of drug–protein interactions in the druggable human proteome
inferred← citeshttps://doi.org/10.1093/bib/bbz176openalex-snapshot
Biomedical data and computational models for drug repositioning: a comprehensive review
inferred← citeshttps://doi.org/10.1093/bioinformatics/btr500openalex-snapshot
Gaussian interaction profile kernels for predicting drug–target interaction
inferred← citeshttps://doi.org/10.1093/bioinformatics/btt303openalex-snapshot
HitPick: a web server for hit identification and target prediction of chemical screenings
inferred← citeshttps://doi.org/10.1093/bioinformatics/btv214openalex-snapshot
Protein homology reveals new targets for bioactive small molecules
inferred← citeshttps://doi.org/10.1093/bioinformatics/bty759openalex-snapshot
HitPickV2: a web server to predict targets of chemical compounds
inferred← citeshttps://doi.org/10.1109/gensips.2013.6735931openalex-snapshot
Prediction of drug-target interactions using popular Collaborative Filtering methods
inferred← citeshttps://doi.org/10.1109/hpcasia.2004.1324059openalex-snapshot
Development of a database system for drug discovery by employing grid technology
inferred← citeshttps://doi.org/10.1109/icacsis.2013.6761572openalex-snapshot
New strategy for Turbo Similarity Searching: Implementation and testing
inferred← citeshttps://doi.org/10.1109/icde.2005.163openalex-snapshot
A Grid-based Information Integration System for Drug Discovery
inferred← citeshttps://doi.org/10.1111/cbdd.13969openalex-snapshot
Hydroxycinnamic acid‐spermidine amides from Tetragonisca angustula honey as anti‐Neospora caninum: In vitro and in silico studies
inferred← citeshttps://doi.org/10.1111/j.1747-0285.2007.00555.xopenalex-snapshot
Methods for Computer‐aided Chemical Biology. Part 2: Evaluation of Compound Selectivity Using 2D Molecular Fingerprints
inferred← citeshttps://doi.org/10.1111/j.1747-0285.2007.00579.xopenalex-snapshot
A Similarity‐based Data‐fusion Approach to the Visual Characterization and Comparison of Compound Databases
inferred← citeshttps://doi.org/10.1111/j.1747-0285.2007.00602.xopenalex-snapshot
Bayesian Screening for Active Compounds in High‐dimensional Chemical Spaces Combining Property Descriptors and Molecular Fingerprints
inferred← citeshttps://doi.org/10.1111/j.1747-0285.2008.00664.xopenalex-snapshot
Random Reduction in Fingerprint Bit Density Improves Compound Recall in Search Calculations Using Complex Reference Molecules
inferred← citeshttps://doi.org/10.1111/j.1747-0285.2008.00670.xopenalex-snapshot
Methods for Computer‐Aided Chemical Biology. Part 3: Analysis of Structure–Selectivity Relationships through Single‐ or Dual‐Step Selectivity Searching and Bayesian Classification
inferred← citeshttps://doi.org/10.1111/j.1747-0285.2008.00723.xopenalex-snapshot
RelACCS‐FP: A Structural Minimalist Approach to Fingerprint Design
inferred← citeshttps://doi.org/10.1111/j.1747-0285.2009.00830.xopenalex-snapshot
Filtering and Counting of Extended Connectivity Fingerprint Features Maximizes Compound Recall and the Structural Diversity of Hits
inferred← citeshttps://doi.org/10.1111/j.1747-0285.2009.00890.xopenalex-snapshot
Three‐Dimensional Protein–Ligand Interaction Scaling of Two‐Dimensional Fingerprints
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