Victoria Jane Hodge

Search results

• 2024

  Aloft: Self-Adaptive Drone Controller Testbed

  Imrie, C. C., Howard, R., Thuremella, D., Proma, N. M., Pandey, T., Lewinska, P. B. W., Cannizzaro, R., Hawkins, R. D., Paterson, C., Kunze, L. & Hodge, V. J., 16 Apr 2024, SEAMS '24: Proceedings of the 19th Symposium on Software Engineering for Adaptive and Self-Managing Systems. ACM

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

• ASUMI: Assuring the Safety of UAVs for Mine Inspection

  Hodge, V. J., Lewinska, P. B. W., Hawkins, R. D. & Osborne, M., 10 Jun 2024.

  Research output: Contribution to conference › Poster

  Open Access

  File

• Computer Assisted Diagnosis in the Acute Setting: The Emergency Clinician's Perspective

  Ashaolu, OT., Hodge, V. J., Townsend, B., Habli, I. & Calinescu, R., 12 Sept 2024, SSRN.

  Research output: Working paper › Preprint

  Open Access

• Real-time 3D tracking of swimming microbes using digital holographic microscopy and deep learning

  Matthews, S. A., Coelho, C., Rodriguez Salas, E. E., Brock, E. E., Hodge, V. J., Walker, J. A. & Wilson, L. G., Apr 2024, In: PLoS ONE. 19, 4 April, e0301182.

  Research output: Contribution to journal › Article › peer-review

  Open Access

• Safety assurance challenges for autonomous drones in Underground Mining Environments

  Ryan, P. M., Badyal, A., Sze, S., Hardin, B., Bin Firoz, H., Lewinska, P. B. W. & Hodge, V. J., Aug 2024.

  Research output: Contribution to conference › Paper › peer-review

• Situation Coverage Based Safety Analysis of an Autonomous Aerial Drone in a Mine Environment

  Proma, N. M., Hodge, V. J. & Alexander, R., 20 Jun 2024, The Yorkshire Innovation in Science and Engineering Conference (YISEC) 2024.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File
• 2023

  Autonomous Emergency Triage Support System

  Ashaolu, OT., Lyons, W., Stefanakos, I., Calinescu, R., Habli, I., Hodge, V. J., Picardi, C., Plant, K. & Townsend, B., 26 Nov 2023, Computational Science and Computational Intelligence: 2023 International Conference on Computational Science and Computational Intelligence (CSCI).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

• Medical practitioner perspectives on AI in emergency triage

  Townsend, B. A., Plant, K. L., Hodge, V. J., Ashaolu, OT. & Calinescu, R., 6 Dec 2023, In: Frontiers in Digital Health. 5, 13 p., 1297073.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

• Sensors and Data in Mobile Robotics for Localisation

  Hodge, V. J., Jan 2023, Encyclopedia of Data Science and Machine Learning. IGI Global, p. 2223-2238 16 p.

  Research output: Chapter in Book/Report/Conference proceeding › Chapter

• Time to Die 2: Improved In-Game Death Prediction in Dota 2

  Ringer, C., Missaoui, S., Hodge, V. J., Pedrassoli Chitayat, A., Kokkinakis, A., Patra, S., Demediuk, S. P., Caceres Munoz, A., Olarewaju, O., Ursu, M., Kirman, B., Hook, J. D., Block, F. O., Drachen, A. & Walker, J. A., 15 Jun 2023, In: Machine Learning with Applications. 12, 16 p., 100466.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File
• 2022

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

  Hodge, V. J., Hawkins, R. D., Hilder, J. A. & Habli, I., 11 Mar 2022.

  Research output: Working paper › Preprint

  Open Access

• A Survey of Horse Racing Opinions and Perceptions

  Patterson, H. & Hodge, V. J., 7 Jan 2022, SportRxiv.

  Research output: Working paper › Preprint

  Open Access

  File
• 2021

  Win Prediction in Multi-Player Esports: Live Professional Match Prediction

  Hodge, V. J., Devlin, S. M., Sephton, N. J., Block, F. O., Cowling, P. I. & Drachen, A., 17 Dec 2021, In: IEEE Transactions on Games. 13, 4, p. 368-379

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File
• 2020

  Deep reinforcement learning for drone navigation using sensor data

  Hodge, V. J., Hawkins, R. D. & Alexander, R., 21 Jun 2020, In: Neural computing & applications. 19 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

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

  Williams, D., Hodge, V. J. & Wu, C-Y., 19 Nov 2020, In: Frontiers in Artificial Intelligence. 3, 6 p., 497864.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File
• 2019

  AI and Automatic Music Generation for Mindfulness

  Williams, D., Hodge, V. J., Gega, L., Murphy, D., Cowling, P. I. & Drachen, A., 17 Mar 2019. 10 p.

  Research output: Contribution to conference › Paper › peer-review

  Open Access

  File

• A psychometric evaluation of emotional responses to horror music

  Williams, D., Wu, C. Y., Hodge, V. J., Murphy, D. & Cowling, P. I., 1 Jan 2019. 9 p.

  Research output: Contribution to conference › Paper › peer-review

  File

• Time to die: Death prediction in dota 2 using deep learning

  Katona, A., Spick, R., Hodge, V. J., Demediuk, S., Block, F., Drachen, A. & Walker, J. A., 15 Aug 2019, IEEE Conference on Games 2019, CoG 2019. IEEE Computer Society, 8847997. (IEEE Conference on Computatonal Intelligence and Games, CIG; vol. 2019-August).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
• 2018

  An Evaluation of Classification and Outlier Detection Algorithms

  Hodge, V. J. & Austin, J., 2 May 2018, 4 p.

  Research output: Working paper › Preprint

  File

• How the Business Model of Customisable Card Games Influences Player Engagement

  Hodge, V. J., Sephton, N. J., Devlin, S. M., Cowling, P. I., Goumagias, N., Shao, J., Purvis, K., Cabras, I., Fernandes, K. & Li, F., 12 Mar 2018, In: IEEE Transactions on Games. 12 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

• Narrative Bytes: Data-Driven Content Production in Esports

  Block, F. O., Hodge, V. J., Hobson, S. J., Sephton, N., Devlin, S. M., Ursu, M., Cowling, P. I. & Drachen, A., 25 Jun 2018, TVX 2018 - Proceedings of the 2018 ACM International Conference on Interactive Experiences for TV and Online Video. ACM, p. 29-41 13 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File
• 2017

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

  Hodge, V. J., Devlin, S. M., Sephton, N. J., Block, F. O., Drachen, A. & Cowling, P. I., 17 Nov 2017, 1711.06498 ed., arXiv, 7 p.

  Research output: Working paper › Preprint

  File
• 2016

  A Conceptual Framework of Business Model Emerging Resilience

  Goumagias, N., Fernandes, K., Cabras, I., Li, F., Shao, J., Devlin, S., Hodge, V. J., Cowling, P. I. & Kudenko, D., 7 Jul 2016.

  Research output: Contribution to conference › Paper › peer-review

  Open Access

  File

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

  Hodge, V. J., Jessop, M. D., Fletcher, M. A., Weeks, M., Turner, A., Jackson, T. O., Ingram, C., Smith, L. & Austin, J., 1 Jan 2016, In: Neuroinformatics. 14, 1, p. 23-40

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

• A Strategic Roadmap for Business Model Change for the Video-games Industry

  Goumagias, N., Purvis, K., Fernandes, K., Cabras, I., Li, F., Shao, J., Devlin, S., Hodge, V. J., Cowling, P. & Kudenko, D., 3 May 2016, (Accepted/In press).

  Research output: Contribution to conference › Paper › peer-review

  Open Access

  File

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

  Sephton, N., Cowling, P. I., Devlin, S., Hodge, V. J. & Slaven, N. H., 20 Sept 2016, 2016 IEEE Conference on Computational Intelligence and Games, CIG 2016. IEEE Computer Society, 7860399

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

• Using Association Rule Mining to Predict Opponent Deck Content in Android: Netrunner

  Sephton, N. J., Cowling, P. I., Devlin, S., Hodge, V. J. & Slaven, N. H., 20 Sept 2016.

  Research output: Contribution to conference › Paper › peer-review

  Open Access

  File
• 2015

  Hadoop neural network for parallel and distributed feature selection

  Hodge, V. J., O'Keefe, S. & Austin, J., 5 Sept 2015, (E-pub ahead of print) In: Neural Networks. 78, Special issue, p. 24–35 12 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

• Wireless Sensor Networks for Condition Monitoring in the Railway Industry: a Survey

  Hodge, V. J., O'Keefe, S., Weeks, M. & Moulds, A., Jun 2015, In: IEEE Transactions on Intelligent Transportation Systems. 16, 3, p. 1088-1106

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File
• 2014

  Outlier Detection in Big Data

  Wang, J. (ed.) & Hodge, V. J., 1 Apr 2014, Encyclopedia of Business Analytics and Optimization. Wang, J. (ed.). Hershey, PA: IGI Global, p. 1762-1771 10 p. (Encyclopedia of Business Analytics and Optimization).

  Research output: Chapter in Book/Report/Conference proceeding › Chapter (peer-reviewed) › peer-review

  File

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

  Hodge, V. J., Krishnan, R., Austin, J., Polak, J. & Jackson, T., Dec 2014, In: Neural computing & applications. 25, 7, p. 1639–1655

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File
• 2013

  A HADOOP-Based Framework for Parallel and Distributed Feature Selection

  Hodge, V. J., Jackson, T. & Austin, J., 1 Sept 2013, Department of Computer Science, University of York, UK

  Research output: Other contribution

  Open Access

  File

• A metric for pattern-matching applications to traffic management

  Mounce, R., Hollier, G., Smith, M., Hodge, V. J., Jackson, T. & Austin, J., Apr 2013, In: Transportation Research Part C: Emerging Technologies. 29, p. 148–155

  Research output: Contribution to journal › Article › peer-review

• A Survey of Outlier Detection Methodologies

  Hodge, V. J. & Austin, J., 26 Sept 2013, Fundamentals of Regression Modeling. Babones, S. (ed.). (SAGE Benchmarks in Social Research Methods).

  Research output: Chapter in Book/Report/Conference proceeding › Chapter (peer-reviewed) › peer-review

• The CARMEN software as a service infrastructure

  Weeks, M., Jessop, M. D., Fletcher, M. A., Hodge, V. J., Jackson, T. & Austin, J., 1 Jan 2013, In: Philosophical Transactions of the Royal Society of London. Series A, Mathematical and Physical Sciences. 371, 1983, 16 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File
• 2012

  A Binary Neural Network Framework for Attribute Selection and Prediction

  Hodge, V. J., Jackson, T. & Austin, J., 5 Oct 2012, p. 510-515. 5 p.

  Research output: Contribution to conference › Paper › peer-review

  Open Access

  File

• Discretisation of Data in a Binary Neural k-Nearest Neighbour Algorithm

  Hodge, V. J. & Austin, J., 1 Jun 2012, Department of Computer Science, University of York, UK

  Research output: Other contribution

  Open Access

  File

• Enhancing YouShare: the online collaboration research environment for sharing data and services.

  Hodge, V., Turner, A., Fletcher, M., Jessop, M., Weeks, M., Jackson, T. & Austin, J., 2012.

  Research output: Contribution to conference › Paper › peer-review
• 2011

  Cumulatives and Errors in Pattern Matching for Intelligent Transport Systems

  Hollier, G. P., Smith, M., Hodge, V. J. & Austin, J., 22 Jun 2011.

  Research output: Contribution to conference › Paper › peer-review

• Intelligent Decision Support using Pattern Matching

  Hodge, V. J., Jackson, T. & Austin, J., 26 Oct 2011, Proceedings of the 1st International Workshop on Future Internet Applications for Traffic Surveillance and Management. SciTePress

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

• Outlier and Anomaly Detection: A Survey of Outlier and Anomaly Detection Methods

  Hodge, V. J., 11 Nov 2011, Lambert Academic Publishing.

  Research output: Book/Report › Book

• Short-Term Traffic Prediction Using a Binary Neural Network.

  Hodge, V. J., Krishnan, R., Jackson, T., Austin, J. & Polak, J., 5 Jan 2011.

  Research output: Contribution to conference › Paper › peer-review

  Open Access

  File

• Splitting Rate Modelling for Intelligent Transport Systems

  Smith, M., Mounce, R., Hollier, G. P., Hodge, V. J. & Austin, J., 22 Jun 2011.

  Research output: Contribution to conference › Paper › peer-review

• 2010

  A Computationally Efficient Method for Online Identification of Traffic Control Intervention Measures

  Krishnan, R., Hodge, V. J., Austin, J. & Polak, J., 5 Jan 2010.

  Research output: Contribution to conference › Paper › peer-review

  Open Access

  File

• A computationally efficient method for online identification of traffic incidents and network equipment failures

  Hodge, V. J., Krishnan, R., Austin, J. & Polak, J., 4 Apr 2010.

  Research output: Contribution to conference › Paper › peer-review

  File

• AURA-Alert: The use of Binary Associative Memories for Condition Monitoring Applications

  Austin, J., Jackson, T., Hodge, V. J. & Brewer, G., 22 Jun 2010, p. 699-711.

  Research output: Contribution to conference › Paper › peer-review

  Open Access

  File

• Integrating Information Retrieval with Artificial Neural Networks: Implementing a Modular Information Retrieval System using Artificial Neural Networks

  Hodge, V. J., 7 Dec 2010, Lambert Academic Publishing.

  Research output: Book/Report › Book

• INTELLIGENT DECISION SUPPORT FOR TRAFFIC MANAGEMENT

  Krishnan, R., Hodge, V., Austin, J., Polak, J., Jackson, T., Smith, M. & Lee, T., 25 Oct 2010.

  Research output: Contribution to conference › Paper › peer-review

  File

• On Identifying Spatial Traffic Patterns using Advanced Pattern Matching Techniques

  Krishnan, R., Hodge, V. J., Austin, J., Polak, J. & Lee, T., 10 Jan 2010.

  Research output: Contribution to conference › Paper › peer-review

• 2009

  A binary neural shape matcher using Johnson Counters and chain codes

  Hodge, V. J., O'Keefe, S. & Austin, J., Jan 2009, In: Neurocomputing. 72, 4-6, p. 693-703 10 p.

  Research output: Contribution to journal › Article › peer-review

  File