Joe Townsend

According to our database, Joe Townsend authored at least 16 papers between 1989 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Symbolic Knowledge Extraction and Distillation into Convolutional Neural Networks to Improve Medical Image Classification.

Kwun Ho Ngan, James Phelan, Joe Townsend, Artur d'Avila Garcez

Proceedings of the International Joint Conference on Neural Networks, 2024

2023

Discovering Visual Concepts and Rules in Convolutional Neural Networks.

Joe Townsend, Esma Mansouri-Benssassi, Kwun Ho Ngan, Artur d'Avila Garcez

Proceedings of the Compendium of Neurosymbolic Artificial Intelligence, 2023

Closing the Neural-Symbolic Cycle: Knowledge Extraction, User Intervention and Distillation from Convolutional Neural Networks.

Kwun Ho Ngan, James Phelan, Esma Mansouri-Benssassi, Joe Townsend, Artur S. d'Avila Garcez

Proceedings of the 17th International Workshop on Neural-Symbolic Learning and Reasoning, 2023

2021

Elite BackProp: Training Sparse Interpretable Neurons.

Theodoros Kasioumis, Joe Townsend, Hiroya Inakoshi

Proceedings of the 15th International Workshop on Neural-Symbolic Learning and Reasoning as part of the 1st International Joint Conference on Learning & Reasoning (IJCLR 2021), 2021

2020

ERIC: Extracting Relations Inferred from Convolutions.

Joe Townsend, Theodoros Kasioumis, Hiroya Inakoshi

Proceedings of the Computer Vision - ACCV 2020 - 15th Asian Conference on Computer Vision, Kyoto, Japan, November 30, 2020

2014

Artificial Development of Biologically Plausible Neural-Symbolic Networks.

Joe Townsend, Ed Keedwell, Antony Galton

Cogn. Comput., 2014

2013

Artificial development of connections in SHRUTI networks using a multi objective genetic algorithm.

Joe Townsend, Ed Keedwell, Antony Galton

Proceedings of the Genetic and Evolutionary Computation Conference, 2013

2012

Note on Naive Bayes Based on Binary Descriptors in Cheminformatics.

Joe Townsend, Robert C. Glen, Hamse Y. Mussa

J. Chem. Inf. Model., 2012

The semantics of Chemical Markup Language (CML) for computational chemistry: CompChem.

Weerapong Phadungsukanan, Markus Kraft, Joe Townsend, Peter Murray-Rust

J. Cheminformatics, 2012

2011

CMLLite: a design philosophy for CML.

Joe Townsend, Peter Murray-Rust

J. Cheminformatics, 2011

The semantics of Chemical Markup Language (CML): dictionaries and conventions.

Peter Murray-Rust, Joe Townsend, Sam E. Adams, Weerapong Phadungsukanan, Jens Thomas

J. Cheminformatics, 2011

The semantic architecture of the World-Wide Molecular Matrix (WWMM).

Peter Murray-Rust, Sam E. Adams, Jim Downing, Joe Townsend, Yong Zhang

J. Cheminformatics, 2011

Ami - The chemist's amanuensis.

Brian Brooks, Adam L. Thorn, Matthew Smith, Peter Matthews, Shaoming Chen, Ben O'Steen, Sam E. Adams, Joe Townsend, Peter Murray-Rust

J. Cheminformatics, 2011

The Quixote project: Collaborative and Open Quantum Chemistry data management in the Internet age.

Sam E. Adams, Pablo de Castro, Pablo Echenique, Jorge Estrada, Marcus D. Hanwell, Peter Murray-Rust, Paul Sherwood, Jens Thomas, Joe Townsend

J. Cheminformatics, 2011

2010

SPECTRa-T: Machine-Based Data Extraction and Semantic Searching of Chemistry e-Theses.

Jim Downing, Matt J. Harvey, Peter B. Morgan, Peter Murray-Rust, Henry S. Rzepa, Diana C. Stewart, Alan P. Tonge, Joe Townsend

J. Chem. Inf. Model., 2010

1989

Working with Expert Systems: Three Case Studies.

Peter Senker, Joe Townsend, Joanna Buckingham

AI Soc., 1989