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2020 – today
- 2024
[c5]Kwun Ho Ngan, James Phelan, Joe Townsend, Artur d'Avila Garcez:
Symbolic Knowledge Extraction and Distillation into Convolutional Neural Networks to Improve Medical Image Classification. IJCNN 2024: 1-8- 2023
- [c4]Kwun Ho Ngan, James Phelan, Esma Mansouri-Benssassi, Joe Townsend, Artur S. d'Avila Garcez:
Closing the Neural-Symbolic Cycle: Knowledge Extraction, User Intervention and Distillation from Convolutional Neural Networks. NeSy 2023: 19-43 - [p1]Joe Townsend, Esma Mansouri-Benssassi, Kwun Ho Ngan, Artur d'Avila Garcez:
Discovering Visual Concepts and Rules in Convolutional Neural Networks. Compendium of Neurosymbolic Artificial Intelligence 2023: 337-372 - 2021
- [c3]Theodoros Kasioumis, Joe Townsend, Hiroya Inakoshi:
Elite BackProp: Training Sparse Interpretable Neurons. NeSy 2021: 82-93 - 2020
- [c2]Joe Townsend
, Theodoros Kasioumis, Hiroya Inakoshi:
ERIC: Extracting Relations Inferred from Convolutions. ACCV (3) 2020: 206-222 - [i1]Joe Townsend, Theodoros Kasioumis, Hiroya Inakoshi:
ERIC: Extracting Relations Inferred from Convolutions. CoRR abs/2010.09452 (2020)
2010 – 2019
- 2014
- [j10]Joe Townsend, Ed Keedwell, Antony Galton:
Artificial Development of Biologically Plausible Neural-Symbolic Networks. Cogn. Comput. 6(1): 18-34 (2014) - 2013
- [c1]Joe Townsend, Ed Keedwell, Antony Galton:
Artificial development of connections in SHRUTI networks using a multi objective genetic algorithm. GECCO (Companion) 2013: 111-112 - 2012
- [j9]Weerapong Phadungsukanan, Markus Kraft, Joe Townsend, Peter Murray-Rust:
The semantics of Chemical Markup Language (CML) for computational chemistry: CompChem. J. Cheminformatics 4: 15 (2012) - [j8]Joe Townsend, Robert C. Glen, Hamse Y. Mussa:
Note on Naive Bayes Based on Binary Descriptors in Cheminformatics. J. Chem. Inf. Model. 52(10): 2494-2500 (2012) - 2011
- [j7]Sam E. Adams, Pablo de Castro, Pablo Echenique, Jorge Estrada, Marcus D. Hanwell, Peter Murray-Rust, Paul Sherwood, Jens Thomas, Joe Townsend:
The Quixote project: Collaborative and Open Quantum Chemistry data management in the Internet age. J. Cheminformatics 3: 38 (2011) - [j6]Joe Townsend, Peter Murray-Rust:
CMLLite: a design philosophy for CML. J. Cheminformatics 3: 39 (2011) - [j5]Peter Murray-Rust, Sam E. Adams, Jim Downing, Joe Townsend, Yong Zhang:
The semantic architecture of the World-Wide Molecular Matrix (WWMM). J. Cheminformatics 3: 42 (2011) - [j4]Peter Murray-Rust, Joe Townsend, Sam E. Adams, Weerapong Phadungsukanan, Jens Thomas:
The semantics of Chemical Markup Language (CML): dictionaries and conventions. J. Cheminformatics 3: 43 (2011) - [j3]Brian Brooks, Adam L. Thorn, Matthew Smith, Peter Matthews, Shaoming Chen, Ben O'Steen, Sam E. Adams, Joe Townsend, Peter Murray-Rust:
Ami - The chemist's amanuensis. J. Cheminformatics 3: 45 (2011) - 2010
- [j2]Jim Downing, Matt J. Harvey, Peter B. Morgan, Peter Murray-Rust, Henry S. Rzepa, Diana C. Stewart, Alan P. Tonge, Joe Townsend:
SPECTRa-T: Machine-Based Data Extraction and Semantic Searching of Chemistry e-Theses. J. Chem. Inf. Model. 50(2): 251-261 (2010)
1980 – 1989
- 1989
- [j1]Peter Senker, Joe Townsend, Joanna Buckingham:
Working with Expert Systems: Three Case Studies. AI Soc. 3(2): 103-116 (1989)
Coauthor Index
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