Victoria J. Hodge

According to our database, Victoria J. Hodge authored at least 36 papers between 2000 and 2023.

Collaborative distances:

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

2023

Medical practitioner perspectives on AI in emergency triage.

Beverley A. Townsend, Katherine L. Plant, Victoria J. Hodge, Ol'tunde Ashaolu, Radu Calinescu

Frontiers Digit. Health, March, 2023

2022

Analysing Ultra-Wide Band Positioning for Geofencing in a Safety Assurance Context.

Victoria J. Hodge, Richard Hawkins, James Hilder, Ibrahim Habli

CoRR, 2022

2021

Win Prediction in Multiplayer Esports: Live Professional Match Prediction.

Victoria J. Hodge, Sam Devlin, Nick Sephton, Florian Block, Peter I. Cowling, Anders Drachen

IEEE Trans. Games, 2021

Deep reinforcement learning for drone navigation using sensor data.

Victoria J. Hodge, Richard Hawkins, Rob Alexander

Neural Comput. Appl., 2021

2020

On the use of AI for Generation of Functional Music to Improve Mental Health.

Duncan Williams, Victoria J. Hodge, Chia-Yu Wu

Frontiers Artif. Intell., 2020

2019

How the Business Model of Customizable Card Games Influences Player Engagement.

Victoria J. Hodge, Feng Li, Nick Sephton, Sam Devlin, Peter I. Cowling, Nikolaos Goumagias, Jianhua Shao, Kieran Purvis, Ignazio Cabras, Kiran Jude Fernandes

IEEE Trans. Games, 2019

Time to Die: Death Prediction in Dota 2 using Deep Learning.

Adam Katona, Ryan J. Spick, Victoria J. Hodge, Simon Demediuk, Florian Block, Anders Drachen, James Alfred Walker

Proceedings of the IEEE Conference on Games, 2019

2018

An Evaluation of Classification and Outlier Detection Algorithms.

Victoria J. Hodge, Jim Austin

CoRR, 2018

Narrative Bytes: Data-Driven Content Production in Esports.

Florian Block, Victoria J. Hodge, Stephen Hobson, Nick Sephton, Sam Devlin, Marian Florin Ursu, Anders Drachen, Peter I. Cowling

Proceedings of the 2018 ACM International Conference on Interactive Experiences for TV and Online Video, 2018

2017

Win Prediction in Esports: Mixed-Rank Match Prediction in Multi-player Online Battle Arena Games.

Victoria J. Hodge, Sam Devlin, Nick Sephton, Florian Block, Anders Drachen, Peter I. Cowling

CoRR, 2017

2016

Hadoop neural network for parallel and distributed feature selection.

Victoria J. Hodge, Simon O'Keefe, Jim Austin

Neural Networks, 2016

A Digital Repository and Execution Platform for Interactive Scholarly Publications in Neuroscience.

Victoria J. Hodge, Mark Jessop, Martyn Fletcher, Michael Weeks, Aaron Turner, Thomas W. Jackson, Colin Ingram, Leslie Smith, Jim Austin

Neuroinformatics, 2016

Using association rule mining to predict opponent deck content in android: Netrunner.

Nick Sephton, Peter I. Cowling, Sam Devlin, Victoria J. Hodge, Nicholas H. Slaven

Proceedings of the IEEE Conference on Computational Intelligence and Games, 2016

2015

Wireless Sensor Networks for Condition Monitoring in the Railway Industry: A Survey.

Victoria J. Hodge, Simon O'Keefe, Michael Weeks, Anthony Moulds

IEEE Trans. Intell. Transp. Syst., 2015

2014

Short-term prediction of traffic flow using a binary neural network.

Victoria J. Hodge, Rajesh Krishnan, Jim Austin, John W. Polak, Thomas W. Jackson

Neural Comput. Appl., 2014

2012

A Binary Neural Network Framework for Attribute Selection and Prediction.

Victoria J. Hodge, Thomas W. Jackson, Jim Austin

Proceedings of the IJCCI 2012 - Proceedings of the 4th International Joint Conference on Computational Intelligence, Barcelona, Spain, 5, 2012

2009

A binary neural shape matcher using Johnson Counters and chain codes.

Victoria J. Hodge, Simon O'Keefe, Jim Austin

Neurocomputing, 2009

2007

Layout indexing of trademark images.

Reinier H. van Leuken, M. Fatih Demirci, Victoria J. Hodge, Jim Austin, Remco C. Veltkamp

Proceedings of the 6th ACM International Conference on Image and Video Retrieval, 2007

Inducing a perceptual relevance shape classifier.

Victoria J. Hodge, John P. Eakins, James Austin

Proceedings of the 6th ACM International Conference on Image and Video Retrieval, 2007

2006

A binary neural decision table classifier.

Victoria J. Hodge, Simon O'Keefe, Jim Austin

Neurocomputing, 2006

Eliciting Perceptual Ground Truth for Image Segmentation.

Victoria J. Hodge, Garry Hollier, John P. Eakins, Jim Austin

Proceedings of the Image and Video Retrieval, 5th International Conference, 2006

2005

A binary neural <i>k</i>-nearest neighbour technique.

Victoria J. Hodge, Jim Austin

Knowl. Inf. Syst., 2005

2004

A high performance k-NN approach using binary neural networks.

Victoria J. Hodge, Ken Lees, Jim Austin

Neural Networks, 2004

A Survey of Outlier Detection Methodologies.

Victoria J. Hodge, Jim Austin

Artif. Intell. Rev., 2004

2003

A Comparison of Standard Spell Checking Algorithms and a Novel Binary Neural Approach.

Victoria J. Hodge, Jim Austin

IEEE Trans. Knowl. Data Eng., 2003

Improved AURA k-Nearest Neighbour Approach.

Michael Weeks, Victoria J. Hodge, Simon O'Keefe, Jim Austin, Ken Lees

Proceedings of the Artificial Neural Nets Problem Solving Methods, 2003

2002

A comparison of a novel neural spell checker and standard spell checking algorithms.

Victoria J. Hodge, Jim Austin

Pattern Recognit., 2002

Hierarchical word clustering - automatic thesaurus generation.

Victoria J. Hodge, Jim Austin

Neurocomputing, 2002

A Hardware-Accelerated Novel IR System.

Michael Weeks, Victoria J. Hodge, Jim Austin

Proceedings of the 10th Euromicro Workshop on Parallel, 2002

Scalability of a Distributed Neural Information Retrieval System.

Michael Weeks, Victoria J. Hodge, Jim Austin

Proceedings of the 11th IEEE International Symposium on High Performance Distributed Computing (HPDC-11 2002), 2002

2001

Integrating information retrieval & neural networks.

Victoria J. Hodge

PhD thesis, 2001

Hierarchical Growing Cell Structures: TreeGCS.

Victoria J. Hodge, Jim Austin

IEEE Trans. Knowl. Data Eng., 2001

An evaluation of standard retrieval algorithms and a binary neural approach.

Victoria J. Hodge, Jim Austin

Neural Networks, 2001

A Novel Binary Spell Checker.

Victoria J. Hodge, Jim Austin

Proceedings of the Artificial Neural Networks, 2001

An integrated neural IR system.

Victoria J. Hodge, Jim Austin

Proceedings of the 9th European Symposium on Artificial Neural Networks, 2001

2000

An Evaluation of Standard Retrieval Algorithms and a Weightless Neural Approach.

Victoria J. Hodge, Jim Austin

Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks, 2000