Victoria J. Hodge

52 papers A 1B 2C 4Journal 31Unranked 13

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A Calibrated Memorization Index (MI) for Detecting Training Data Leakage in Generative MRI Models. CoRR Yash Deo, Yan Jia, Toni Lassila, Victoria J. Hodge, Alejandro F. Frangi, Chenghao Qian, Siyuan Kang, Ibrahim Habli
2025	—	`conf`	A Case Study on Defining Traceable Machine Learning Safety Requirements for an Automotive Perception Component. ISSREW Sepeedeh Shahbeigi, Richard Hawkins, Simon Burton, Victoria J. Hodge, Colin Paterson, Ibrahim Habli
2025	J	`jnl`	Agile Development for Safety Assurance of Machine Learning in Autonomous Systems (AgileAMLAS). Array Victoria J. Hodge, Matt Osborne
2025	J	`jnl`	Cautious optimism: public voices on medical AI and sociotechnical harm. Frontiers Digit. Health Beverley A. Townsend, Victoria J. Hodge, Hannah Richardson, Radu Calinescu, T. T. Arvind
2025	J	`jnl`	INSYTE: A Classification Framework for Traditional to Agentic AI Systems. ACM Trans. Auton. Adapt. Syst. Zoë Porter, Radu Calinescu, Ernest Lim, Victoria J. Hodge, Philippa Ryan, Simon Burton, Ibrahim Habli, Tom Lawton, John A. McDermid, John Molloy, Helen Monkhouse, Phillip Morgan, Paul Noordhof, Colin Paterson, Isobel Standen, Jie Zou
2025	J	`jnl`	Out-of-Distribution Detection for Safety Assurance of AI and Autonomous Systems. CoRR Victoria J. Hodge, Colin Paterson, Ibrahim Habli
2025	—	`conf`	Probabilistic Safety Verification for an Autonomous Ground Vehicle: A Situation Coverage Grid Approach. ICVES Nawshin Mannan Proma, Gricel Vázquez, Sepeedeh Shahbeigi, Arjun Badyal, Victoria J. Hodge
2025	J	`jnl`	Probabilistic Safety Verification for an Autonomous Ground Vehicle: A Situation Coverage Grid Approach. CoRR Nawshin Mannan Proma, Gricel Vázquez, Sepeedeh Shahbeigi, Arjun Badyal, Victoria J. Hodge
2025	—	`conf`	Robustness Requirement Coverage using a Situation Coverage Approach for Vision-based AI Systems. REW Sepeedeh Shahbeigi, Nawshin Mannan Proma, Victoria J. Hodge, Richard Hawkins, Boda Li, Valentina Donzella
2025	J	`jnl`	Robustness Requirement Coverage using a Situation Coverage Approach for Vision-based AI Systems. CoRR Sepeedeh Shahbeigi, Nawshin Mannan Proma, Victoria J. Hodge, Richard Hawkins, Boda Li, Valentina Donzella
2025	—	`conf`	SCALOFT: An Initial Approach for Situation Coverage-Based Safety Analysis of an Autonomous Aerial Drone in a Mine Environment. SAFECOMP (Workshops) Nawshin Mannan Proma, Victoria J. Hodge, Rob Alexander
2025	J	`jnl`	SCALOFT: An Initial Approach for Situation Coverage-Based Safety Analysis of an Autonomous Aerial Drone in a Mine Environment. CoRR Nawshin Mannan Proma, Victoria J. Hodge, Rob Alexander
2024	—	`conf`	Aloft: Self-Adaptive Drone Controller Testbed. SEAMS@ICSE Calum Imrie, Rhys Howard, Divya Thuremella, Nawshin Mannan Proma, Tejas Pandey, Paulina Lewinska, Ricardo Cannizzaro, Richard Hawkins, Colin Paterson, Lars Kunze, Victoria J. Hodge
2024	—	`conf`	Safety Assurance Challenges for Autonomous Drones in Underground Mining Environments. TAROS (1) Philippa Ryan, Arjun Badyal, Samuel Sze, Benjamin Hardin, Hasan Bin Firoz, Paulina Lewinska, Victoria J. Hodge
2023	J	`jnl`	Medical practitioner perspectives on AI in emergency triage. Frontiers Digit. Health Beverley A. Townsend, Katherine L. Plant, Victoria J. Hodge, Ol'tunde Ashaolu, Radu Calinescu
2022	J	`jnl`	Analysing Ultra-Wide Band Positioning for Geofencing in a Safety Assurance Context. CoRR Victoria J. Hodge, Richard Hawkins, James Hilder, Ibrahim Habli
2021	J	`jnl`	Deep reinforcement learning for drone navigation using sensor data. Neural Comput. Appl. Victoria J. Hodge, Richard Hawkins, Rob Alexander
2021	J	`jnl`	Win Prediction in Multiplayer Esports: Live Professional Match Prediction. IEEE Trans. Games Victoria J. Hodge, Sam Devlin, Nick Sephton, Florian Block, Peter I. Cowling, Anders Drachen
2020	J	`jnl`	On the use of AI for Generation of Functional Music to Improve Mental Health. Frontiers Artif. Intell. Duncan Williams, Victoria J. Hodge, Chia-Yu Wu
2019	J	`jnl`	How the Business Model of Customizable Card Games Influences Player Engagement. IEEE Trans. Games Victoria J. Hodge, Feng Li, Nick Sephton, Sam Devlin, Peter I. Cowling, Nikolaos Goumagias, Jianhua Shao, Kieran Purvis, Ignazio Cabras, Kiran Jude Fernandes
2019	C	`conf`	Time to Die: Death Prediction in Dota 2 using Deep Learning. CoG Adam Katona, Ryan J. Spick, Victoria J. Hodge, Simon Demediuk, Florian Block, Anders Drachen, James Alfred Walker
2019	J	`jnl`	Time to Die: Death Prediction in Dota 2 using Deep Learning. CoRR Adam Katona, Ryan J. Spick, Victoria J. Hodge, Simon Demediuk, Florian Block, Anders Drachen, James Alfred Walker
2018	J	`jnl`	An Evaluation of Classification and Outlier Detection Algorithms. CoRR Victoria J. Hodge, Jim Austin
2018	—	`conf`	Narrative Bytes: Data-Driven Content Production in Esports. TVX Florian Block, Victoria J. Hodge, Stephen Hobson, Nick Sephton, Sam Devlin, Marian Florin Ursu, Anders Drachen, Peter I. Cowling
2017	J	`jnl`	Win Prediction in Esports: Mixed-Rank Match Prediction in Multi-player Online Battle Arena Games. CoRR Victoria J. Hodge, Sam Devlin, Nick Sephton, Florian Block, Anders Drachen, Peter I. Cowling
2016	J	`jnl`	A Digital Repository and Execution Platform for Interactive Scholarly Publications in Neuroscience. Neuroinformatics Victoria J. Hodge, Mark Jessop, Martyn Fletcher, Michael Weeks, Aaron Turner, Thomas W. Jackson, Colin Ingram, Leslie Smith, Jim Austin
2016	J	`jnl`	Hadoop neural network for parallel and distributed feature selection. Neural Networks Victoria J. Hodge, Simon O'Keefe, Jim Austin
2016	—	`conf`	Using association rule mining to predict opponent deck content in android: Netrunner. CIG Nick Sephton, Peter I. Cowling, Sam Devlin, Victoria J. Hodge, Nicholas H. Slaven
2015	J	`jnl`	Wireless Sensor Networks for Condition Monitoring in the Railway Industry: A Survey. IEEE Trans. Intell. Transp. Syst. Victoria J. Hodge, Simon O'Keefe, Michael Weeks, Anthony Moulds
2014	J	`jnl`	Short-term prediction of traffic flow using a binary neural network. Neural Comput. Appl. Victoria J. Hodge, Rajesh Krishnan, Jim Austin, John W. Polak, Thomas W. Jackson
2012	C	`conf`	A Binary Neural Network Framework for Attribute Selection and Prediction. IJCCI Victoria J. Hodge, Thomas W. Jackson, Jim Austin
2009	J	`jnl`	A binary neural shape matcher using Johnson Counters and chain codes. Neurocomputing Victoria J. Hodge, Simon O'Keefe, Jim Austin
2007	—	`conf`	Inducing a perceptual relevance shape classifier. CIVR Victoria J. Hodge, John P. Eakins, James Austin
2007	—	`conf`	Layout indexing of trademark images. CIVR Reinier H. van Leuken, M. Fatih Demirci, Victoria J. Hodge, Jim Austin, Remco C. Veltkamp
2006	J	`jnl`	A binary neural decision table classifier. Neurocomputing Victoria J. Hodge, Simon O'Keefe, Jim Austin
2006	—	`conf`	Eliciting Perceptual Ground Truth for Image Segmentation. CIVR Victoria J. Hodge, Garry Hollier, John P. Eakins, Jim Austin
2005	J	`jnl`	A binary neural Knowl. Inf. Syst. Victoria J. Hodge, Jim Austin
2004	J	`jnl`	A Survey of Outlier Detection Methodologies. Artif. Intell. Rev. Victoria J. Hodge, Jim Austin
2004	J	`jnl`	A high performance k-NN approach using binary neural networks. Neural Networks Victoria J. Hodge, Ken Lees, Jim Austin
2003	J	`jnl`	A Comparison of Standard Spell Checking Algorithms and a Novel Binary Neural Approach. IEEE Trans. Knowl. Data Eng. Victoria J. Hodge, Jim Austin
2003	—	`conf`	Improved AURA k-Nearest Neighbour Approach. IWANN (2) Michael Weeks, Victoria J. Hodge, Simon O'Keefe, Jim Austin, Ken Lees
2002	C	`conf`	A Hardware-Accelerated Novel IR System. PDP Michael Weeks, Victoria J. Hodge, Jim Austin
2002	J	`jnl`	A comparison of a novel neural spell checker and standard spell checking algorithms. Pattern Recognit. Victoria J. Hodge, Jim Austin
2002	J	`jnl`	Hierarchical word clustering - automatic thesaurus generation. Neurocomputing Victoria J. Hodge, Jim Austin
2002	A	`conf`	Scalability of a Distributed Neural Information Retrieval System. HPDC Michael Weeks, Victoria J. Hodge, Jim Austin
2001	C	`conf`	A Novel Binary Spell Checker. ICANN Victoria J. Hodge, Jim Austin
2001	J	`jnl`	An evaluation of standard retrieval algorithms and a binary neural approach. Neural Networks Victoria J. Hodge, Jim Austin
2001	B	`conf`	An integrated neural IR system. ESANN Victoria J. Hodge, Jim Austin
2001	J	`jnl`	Hierarchical Growing Cell Structures: TreeGCS. IEEE Trans. Knowl. Data Eng. Victoria J. Hodge, Jim Austin
2001	—	`—`	Integrating information retrieval & neural networks. Victoria J. Hodge
2000	—	`conf`	An Evaluation of Standard Retrieval Algorithms and a Weightless Neural Approach. IJCNN (5) Victoria J. Hodge, Jim Austin
2000	B	`conf`	Hierarchical growing cell structures: TreeGCS. KES Victoria J. Hodge, James Austin