Valerie J. Gillet

Orcid: 0000-0002-8403-3111

Affiliations:
  • University of Sheffield, UK


According to our database1, Valerie J. Gillet authored at least 65 papers between 1986 and 2023.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2023
An Analysis of Classification Approaches for Hit Song Prediction Using Engineered Metadata Features with Lyrics and Audio Features.
Proceedings of the Information for a Better World: Normality, Virtuality, Physicality, Inclusivity, 2023

2022
Analysis of the benefits of imputation models over traditional QSAR models for toxicity prediction.
J. Cheminformatics, 2022

Virtual Screening Based on Electrostatic Similarity and Flexible Ligands.
Proceedings of the Computational Science and Its Applications - ICCSA 2022 Workshops, 2022

2020
Enhancing reaction-based de novo design using a multi-label reaction class recommender.
J. Comput. Aided Mol. Des., 2020

2019
Alignment-Free Molecular Shape Comparison Using Spectral Geometry: The Framework.
J. Chem. Inf. Model., 2019

Development and Application of a Data-Driven Reaction Classification Model: Comparison of an Electronic Lab Notebook and Medicinal Chemistry Literature.
J. Chem. Inf. Model., 2019

2018
Effect of missing data on multitask prediction methods.
J. Cheminformatics, 2018

2015
Perspectives on Knowledge Discovery Algorithms Recently Introduced in Chemoinformatics: Rough Set Theory, Association Rule Mining, Emerging Patterns, and Formal Concept Analysis.
J. Chem. Inf. Model., 2015

2014
Emerging Pattern Mining To Aid Toxicological Knowledge Discovery.
J. Chem. Inf. Model., 2014

Investigation of the Use of Spectral Clustering for the Analysis of Molecular Data.
J. Chem. Inf. Model., 2014

2013
Toxicological knowledge discovery by mining emerging patterns from toxicity data.
J. Cheminformatics, 2013

2012
Automating Knowledge Discovery for Toxicity Prediction Using Jumping Emerging Pattern Mining.
J. Chem. Inf. Model., 2012

Compression of Molecular Interaction Fields Using Wavelet Thumbnails: Application to Molecular Alignment.
J. Chem. Inf. Model., 2012

Development and validation of an improved algorithm for overlaying flexible molecules.
J. Comput. Aided Mol. Des., 2012

2010
Lead Optimization Using Matched Molecular Pairs: Inclusion of Contextual Information for Enhanced Prediction of hERG Inhibition, Solubility, and Lipophilicity.
J. Chem. Inf. Model., 2010

2009
Turbo similarity searching: Effect of fingerprint and dataset on virtual-screening performance.
Stat. Anal. Data Min., 2009

Knowledge-Based Approach to <i>de Novo</i> Design Using Reaction Vectors.
J. Chem. Inf. Model., 2009

Analysis of Neighborhood Behavior in Lead Optimization and Array Design.
J. Chem. Inf. Model., 2009

Multiobjective Optimization of Pharmacophore Hypotheses: Bias Toward Low-Energy Conformations.
J. Chem. Inf. Model., 2009

Use of Reduced Graphs To Encode Bioisosterism for Similarity-Based Virtual Screening.
J. Chem. Inf. Model., 2009

2008
A Comparison of Field-Based Similarity Searching Methods: CatShape, FBSS, and ROCS.
J. Chem. Inf. Model., 2008

Evolving Interpretable Structure-Activity Relationship Models. 2. Using Multiobjective Optimization To Derive Multiple Models.
J. Chem. Inf. Model., 2008

Evolving Interpretable Structure-Activity Relationships. 1. Reduced Graph Queries.
J. Chem. Inf. Model., 2008

2007
Representing Clusters Using a Maximum Common Edge Substructure Algorithm Applied to Reduced Graphs and Molecular Graphs.
J. Chem. Inf. Model., 2007

Data mining of search engine logs.
J. Assoc. Inf. Sci. Technol., 2007

2006
Analysis of Data Fusion Methods in Virtual Screening: Similarity and Group Fusion.
J. Chem. Inf. Model., 2006

Analysis of Data Fusion Methods in Virtual Screening: Theoretical Model.
J. Chem. Inf. Model., 2006

Introducing the Consensus Modeling Concept in Genetic Algorithms: Application to Interpretable Discriminant Analysis.
J. Chem. Inf. Model., 2006

Training Similarity Measures for Specific Activities: Application to Reduced Graphs.
J. Chem. Inf. Model., 2006

Scaffold Hopping Using Clique Detection Applied to Reduced Graphs.
J. Chem. Inf. Model., 2006

Incorporating partial matches within multiobjective pharmacophore identification.
J. Comput. Aided Mol. Des., 2006

Query transformations and their role in Web searching by the general public.
Inf. Res., 2006

2005
Comparison of Conformational Analysis Techniques To Generate Pharmacophore Hypotheses Using Catalyst.
J. Chem. Inf. Model., 2005

2004
Enhancing the Effectiveness of Virtual Screening by Fusing Nearest Neighbor Lists: A Comparison of Similarity Coefficients.
J. Chem. Inf. Model., 2004

Generation of multiple pharmacophore hypotheses using multiobjective optimisation techniques.
J. Comput. Aided Mol. Des., 2004

2003
Chemoinformatics Research at the University of Sheffield: A History and Citation Analysis.
J. Inf. Sci., 2003

Optimizing the Size and Configuration of Combinatorial Libraries.
J. Chem. Inf. Comput. Sci., 2003

Similarity Searching Using Reduced Graphs.
J. Chem. Inf. Comput. Sci., 2003

Further Development of Reduced Graphs for Identifying Bioactive Compounds.
J. Chem. Inf. Comput. Sci., 2003

2002
Combinatorial Library Design Using a Multiobjective Genetic Algorithm.
J. Chem. Inf. Comput. Sci., 2002

A comparison of the pharmacophore identification programs: Catalyst, DISCO and GASP.
J. Comput. Aided Mol. Des., 2002

Reactant- and product-based approaches to the design of combinatorial libraries.
J. Comput. Aided Mol. Des., 2002

2001
Calculating the knowledge-based similarity of functional groups using crystallographic data.
J. Comput. Aided Mol. Des., 2001

2000
Similarity Searching in Files of Three-Dimensional Chemical Structures: Analysis of the BIOSTER Database Using Two-Dimensional Fingerprints and Molecular Field Descriptors.
J. Chem. Inf. Comput. Sci., 2000

1999
Selecting Combinatorial Libraries to Optimize Diversity and Physical Properties.
J. Chem. Inf. Comput. Sci., 1999

Computational analysis of molecular diversity for drug discovery.
Proceedings of the Third Annual International Conference on Research in Computational Molecular Biology, 1999

1998
Identification of Biological Activity Profiles Using Substructural Analysis and Genetic Algorithms.
J. Chem. Inf. Comput. Sci., 1998

Similarity and Dissimilarity Methods for Processing Chemical Structure Databases.
Comput. J., 1998

1997
The Effectiveness of Reactant Pools for Generating Structurally-Diverse Combinatorial Libraries.
J. Chem. Inf. Comput. Sci., 1997

1995
SPROUT: 3D Structure Generation Using Templates.
J. Chem. Inf. Comput. Sci., 1995

1994
Evaluation of the screening stages of the Sheffield Research Project on Computer Storage and Retrieval of Generic Chemical Structures in Patents.
J. Chem. Inf. Comput. Sci., 1994

SPROUT: Recent developments in the de novo design of molecules.
J. Chem. Inf. Comput. Sci., 1994

1993
Computer storage and retrieval of generic chemical structures in patents. 15. Generation of topological fragment descriptors from nontopological representations of generic structure components.
J. Chem. Inf. Comput. Sci., 1993

SPROUT: A program for structure generation.
J. Comput. Aided Mol. Des., 1993

1992
Computer storage and retrieval of generic chemical structures in patents. 14. Fragment generation from generic structures.
J. Chem. Inf. Comput. Sci., 1992

1991
Computer storage and retrieval of generic chemical structures in patents. 13. Reduced graph generation.
J. Chem. Inf. Comput. Sci., 1991

Computer storage and retrieval of generic chemical structures in patents. 12. Principles of search operations involving parameter lists: matching-relations, user-defined match levels, and transition from the reduced graph search to the refined search.
J. Chem. Inf. Comput. Sci., 1991

Computer storage and retrieval of generic chemical structures in patents. 11. Theoretical aspects of the use of structure languages in a retrieval system.
J. Chem. Inf. Comput. Sci., 1991

1989
Computer storage and retrieval of generic chemical structures in patents. 10. Assignment and logical bubble-up of ring screens for structurally explicit generics.
J. Chem. Inf. Comput. Sci., 1989

Computer storage and retrieval of generic chemical structures in patents. 9. An algorithm to find the extended set of smallest rings in structurally explicit generics.
J. Chem. Inf. Comput. Sci., 1989

Theoretical aspects of ring perception and development of the extended set of smallest rings concept.
J. Chem. Inf. Comput. Sci., 1989

Review of ring perception algorithms for chemical graphs.
J. Chem. Inf. Comput. Sci., 1989

1988
Chemical graph matching using transputer networks.
Parallel Comput., 1988

1987
Computer storage and retrieval of generic chemical structures in patents. 8. Reduced chemical graphs and their applications in generic chemical structure retrieval.
J. Chem. Inf. Comput. Sci., 1987

1986
Computer storage and retrieval of generic chemical structures in patents. 7. Parallel simulation of a relaxation algorithm for chemical substructure search.
J. Chem. Inf. Comput. Sci., 1986


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