Intelligent Systems Laboratory

Research output

Research output per year 1992 2008 2009 2010 2011 2012 2013 2014 2015 2016 2017 2018 2019 2022 2024 2025

• 465 Conference Contribution (Conference Proceeding)
• 428 Article (Academic Journal)
• 52 Conference Paper
• 24 Chapter in a book
• 101 More
  • 21 Working paper
  • 13 Other Conference Contribution
  • 8 Editorial (Academic Journal)
  • 8 Patent
  • 6 Commissioned report
  • 6 Preprint
  • 4 Edited book
  • 4 Conference Abstract
  • 3 Authored book
  • 3 Other report
  • 3 Entry for encyclopedia/dictionary
  • 3 Conference Poster
  • 3 Special issue (Academic Journal)
  • 3 Review article (Academic Journal)
  • 3 Web publication/site
  • 3 Other contribution
  • 2 Comment/debate (Academic Journal)
  • 2 Letter (Academic Journal)
  • 2 PhD thesis (not Bristol)
  • 1 Software

Research output per year

Research output per year

Search results

• 2025

  Accelerometer-derived classifiers for early detection of degenerative joint disease in cats

  Montout, A. X., Maniaki, E., Burghardt, T., Hezzell, M. J., Blackwell, E. & Dowsey, A. W., 1 Jun 2025, In: Veterinary Journal. 311, 11 p., 106352.

  Research output: Contribution to journal › Article (Academic Journal) › peer-review

  Open Access

  File

  • Cat 100%
  • Osteoarthritis 100%
  • Clinical Signs 7%
  • Healthy Cat 7%

• A Low Cost Multi Degree of Freedom Capacitive Soft Sensor

  Nugraha, M. I., Rossiter, J. M. & Conn, A. T., 1 Apr 2025, In: IEEE Robotics and Automation Letters. 10, 4, p. 3550-3557 8 p.

  Research output: Contribution to journal › Article (Academic Journal) › peer-review

  Open Access

  File

  • Degree of Freedom 100%
  • Capacitive 100%
  • Soft Sensor 100%
  • Capacitor 100%
  • Soft Robotics 50%
  38 Downloads (Pure)

• Application of Large Language Models and ReAct prompting in Policy Evidence Collection

  Zhang, Y. & Pope, J., 25 Feb 2025, Proceedings of the 17th International Conference on Agents and Artificial Intelligence: ICAART. SciTePress, Vol. 3. p. 967-974 8 p. (Proceedings of the International Conference on Agents and Artificial Intelligence).

  Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)

  Open Access

  File

  • Evidence Collection 100%
  • Large Language Model 100%
  • Search Engine 33%
  • Data Requirement 33%
  • Policy Making 33%
  7 Downloads (Pure)

• Auditory and tactile frequency mapping for visual distance perception: A step forward in sensory substitution and augmentation

  Jiang, P., Rossiter, J., Kent, C. & Papadelis, C. (Editor), 3 Mar 2025, In: PLoS ONE. 20, 3, 21 p., e0318354.

  Research output: Contribution to journal › Article (Academic Journal) › peer-review

  Open Access

  • Sensory Substitution 100%
  • Distance Perception 100%
  • Negative Correlation 50%
  • Visual Impairment 50%
  • Positive Correlation 50%

• Double Descent Phenomenon in Liquid Time-Constant Networks, Quantized Neural Networks and Spiking Neural Networks

  Wang, H. & Pope, J., 25 Feb 2025, Proceedings of the 17th International Conference on Agents and Artificial Intelligence: ICAART. SciTePress, Vol. 3. p. 351-359 9 p. (Proceedings of the International Conference on Agents and Artificial Intelligence (ICAART)).

  Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)

  Open Access

  File

  • Deep Learning Model 100%
  • Neural Network 100%
  • Constant Time 100%
  • Deep Learning Method 57%
  • Neural Network Model 50%
  8 Downloads (Pure)

• Dynamic Graph Representation with Contrastive Learning for Financial Market Prediction: Integrating Temporal Evolution and Static Relations

  Pei, Y., Zheng, J. & Cartlidge, J., 25 Feb 2025, 17th International Conference on Agents and Artificial Intelligence (ICAART). Rocha, A. P., Steels, L. & van den Herik, H. J. (eds.). Association for Computing Machinery (ACM), Vol. 2. p. 298-309 12 p. (International Conference on Agents and Artificial Intelligence).

  Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)

  Open Access

  File

  • Enhancement Module 100%
  • Relation Graph 50%
  16 Downloads (Pure)

• Imprecise belief fusion improves multi-agent social learning

  Liu, Z., Lawry, J. & Crosscombe, M., 15 Apr 2025, In: Physica A: Statistical Mechanics and its Applications. 664, 17 p., 130424.

  Research output: Contribution to journal › Article (Academic Journal) › peer-review

  Open Access

  • Learning Agent 100%
  • Learning Process 100%
  • Collective Learning 100%
  • multi agent 100%
  • Fixed Points 100%

• Investigation of the Effects of 3D Printing Parameters on the Mechanical Properties of Bone Scaffolds: Experimental Study Integrated with Artificial Neural Networks

  Quan, R., Cantero Chinchilla, S., Liu, F. & Kim, J. (Editor), 19 Mar 2025, In: Bioengineering. 12, 3, 20 p., 315.

  Research output: Contribution to journal › Article (Academic Journal) › peer-review

  Open Access

  • Material Feed Rate 100%

• LIME TREE: Consistent and Faithful Surrogate Explanations of Multiple Classes

  Sokol, K., Flach, P. & Morell, A. (Editor), 1 Mar 2025, In: Electronics. 14, 5, 31 p., 929.

  Research output: Contribution to journal › Article (Academic Journal) › peer-review

  Open Access

  • Data Classification 100%
  • Explainable Artificial Intelligence 100%
  • Predictive Model 100%
  • Classification Task 100%
  • Aviation Employees 100%
  1 Citation (Scopus)

• MultiGrainGripper: Enhancing FinRay Soft Grippers to Grasp Granular Material

  Terrile, S., Lee, L. Y. & Rossiter, J. M., 2025, (Accepted/In press) 2025 IEEE 8th International Conference on Soft Robotics (Robosoft). Institute of Electrical and Electronics Engineers (IEEE), (IEEE International Conference on Soft Robotics (RoboSoft)).

  Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)

• Multi-Stock Movements Classification: A Decoupled Graph Diffusion Neural Network Approach

  You, Z., Shi, Z., Bo, H., Cartlidge, J., Zhang, L. & Ge, Y., 29 Apr 2025, Agents and Artificial Intelligence: 16th International Conference, ICAART 2024, Rome, Italy, February 24–26, 2024, Revised Selected Papers, Part II. Springer, Vol. 2. p. 83-102 20 p. (Lecture Notes in Artificial Intelligence (LNAI); vol. 15592).

  Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)

  Open Access

  File

  • Learning Framework 100%
  • Representation Learning 100%
  • Message Passing 100%
  • Neural Network Approach 100%
  • Graph Neural Network 100%

• Not feeling the buzz: Correction study of mispricing and inefficiency in online sportsbooks

  Clegg, L. W. & Cartlidge, J., 1 Apr 2025, In: International Journal of Forecasting. 41, 2, p. 798-802 5 p.

  Research output: Contribution to journal › Article (Academic Journal) › peer-review

  Open Access

  • Outlier 100%
  32 Downloads (Pure)

• On Long-Term Species Coexistence in Five-Species Evolutionary Spatial Cyclic Games with Ablated and Non-Ablated Dominance Networks

  Cliff, D., 1 Jan 2025, In: Chaos, Solitons & Fractals. 190, 115702, 23 p., 115702.

  Research output: Contribution to journal › Article (Academic Journal) › peer-review

  Open Access

  • Asymptotics 100%
  • Species Coexistence 100%
  • Simulation Study 100%
  • Monte Carlo 75%
  • Replicate 25%

• Tennis match outcome prediction using temporal directed graph neural networks

  Clegg, L. W. & Cartlidge, J. P., 15 Feb 2025, (Submitted) 11th MathSport International Conference Proceedings 2025.

  Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)

  • Directed Graphs 100%
  • Graph Neural Network 100%
  • Temporal Dynamic 25%
  • Predictive Accuracy 25%
  • Pairwise Comparison 25%

• The Devil Lies in The Details for Species Coexistence Stability in Ablated and Unablated Five-Species Evolutionary Spatial Cyclic Games

  Cliff, D., 22 Feb 2025, Proceedings of the 18th International Joint Conference on Biomedical Engineering Systems and Technologies: BIOINFORMATICS. SciTePress, Vol. 1. p. 545-554 10 p. (Proceedings of the International Joint Conference on Biomedical Engineering Systems and Technologies).

  Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)

  Open Access

  File

  • Replicate 100%
  • Fractal 100%
  • Evolutionary Model 100%
  • Key Difference 100%
  • Biological System 100%
  2 Downloads (Pure)

• The PanAf-FGBG Dataset: Understanding the Impact of Backgrounds in Wildlife Behaviour Recognition

  Brookes, O. Z., Kukushkin, M., Mirmehdi, M., Arandjelovic, M., Kuehl, H., Burghardt, T. & et al., 17 Apr 2025, (Accepted/In press) The IEEE/CVF Conference on Computer Vision and Pattern Recognition 2025. Institute of Electrical and Electronics Engineers (IEEE), (Conference on Computer Vision and Pattern Recognition (CVPR)).

  Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)

  • Computer Vision 100%
  • Nature Conservation 100%
  • Animal Behavior 100%
  • Camera-Trap 100%
  • Population Health 100%

• Universal bovine identification via depth data and deep metric learning

  Sharma, A., Randewich, L., Andrew, W., Hannuna, S., Campbell, N., Mullan, S., Dowsey, A. W., Smith, M., Hansen, M. & Burghardt, T., 1 Feb 2025, In: Computers and Electronics in Agriculture. 229, 16 p., 109657.

  Research output: Contribution to journal › Article (Academic Journal) › peer-review

  Open Access

  File

  • Point Cloud 100%
  • Residual Neural Network 100%
  • Real Time 100%
  • United Kingdom 100%
  • Agriculture 100%
  1 Citation (Scopus)

  67 Downloads (Pure)
• 2024

  A Distributed Real-Time Multi-Agent Stock Exchange Simulator for Investigating Inter-Market Arbitrage

  Varosyan, A. & Cliff, D., 20 Sept 2024, Proceedings of the 36th European Modeling and Simulation Symposium. Affenzeller, M., Bruzzone, A. G., Jimenez, E., Longo, F. & Petrillo, A. (eds.). CAL-TEK SRL, 14 p. 030. (European Modeling and Simulation Symposium, EMSS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)

  Open Access

  • multi agent 100%
  • Global Network 50%
  • Simulation Environment 50%
  • Efficient Implementation 50%
  • Cloud Computing Service 50%

• A general approach to assessing SHM reliability considering sensor failures based on information theory

  Wu, W., Cantero-Chinchilla, S., Prescott, D., Remenyte-Prescott, R. & Chiachío, M., 19 Jun 2024, In: Reliability Engineering and System Safety. 250, 110267.

  Research output: Contribution to journal › Article (Academic Journal) › peer-review

  Open Access

  • Health Monitoring System 100%
  • System Reliability 100%
  • Structural Health Monitoring 100%
  • Guided Wave 40%
  • Sensor Network 40%
  6 Citations (Scopus)

• A Phase-Change Emulsion Jamming Gripper for Manipulation of Micro-Scale Textured Surfaces

  Keller, A. G., Yue, T., Qi, Q., Conn, A. T. & Rossiter, J. M., 8 Aug 2024, 2024 IEEE International Conference on Robotics and Automation, ICRA 2024. Institute of Electrical and Electronics Engineers (IEEE), p. 706-712 7 p. (Proceedings - IEEE International Conference on Robotics and Automation).

  Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)

  Open Access

  File

  • Microscale 100%
  • Textured Surface 100%
  • Robotic Gripper 100%
  • Surface Asperity 100%
  • Irregular Shape 33%
  61 Downloads (Pure)

• A Survey of Computationally Efficient Graph Neural Networks for Reconfigurable Systems

  Kose, H. T., Nunez-Yanez, J. L., Piechocki, R. J. & Pope, J., 28 Jun 2024, In: Information. 15, 7, 377.

  Research output: Contribution to journal › Article (Academic Journal) › peer-review

  Open Access

  • Reconfigurable System 100%
  • Graph Neural Network 100%
  • Embedded Systems 40%
  • Field Programmable Gate Arrays 40%
  • Deep Neural Network 40%
  2 Citations (Scopus)

• ChimpVLM: Ethogram-Enhanced Chimpanzee Behaviour Recognition

  Brookes, O. Z., Mirmehdi, M., Burghardt, T. & Kuehl, H., 26 Feb 2024.

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

• Collective Anomaly Perception During Multi-Robot Patrol: Constrained Interactions Can Promote Accurate Consensus

  Madin, Z. R., Lawry, J. & Hunt, E. R., 21 May 2024, SAC '24: Proceedings of the 39th ACM/SIGAPP Symposium on Applied Computing. Association for Computing Machinery (ACM), p. 630-637 8 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)

  Open Access

  File

  • multiple robot 100%
  • Robot 28%
  • Individual Level 14%
  • False Positive 14%
  • World Application 14%
  1 Citation (Scopus)

  31 Downloads (Pure)

• Content Rating Classification in Fan Fiction using Active Learning and Explainable Artificial Intelligence

  Sheng, H. Y. & Pope, J., 26 Feb 2024, Proceedings of the 13th International Conference on Pattern Recognition Applications and Methods: ICPRAM 2024. Castrillon-Santana, M., De Marsico, M. & Fred, A. (eds.). SciTePress, Vol. 1. p. 224-231 8 p. (International Conference on Pattern Recognition Applications and Methods; vol. 1).

  Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)

  Open Access

  File

  • Active Learning 100%
  • Explainable Artificial Intelligence 100%
  • Classification Models 50%
  • Preprocessing Technique 50%
  • Natural Language Processing 50%
  168 Downloads (Pure)

• Deep dive into KABR: a dataset for understanding ungulate behavior from in-situ drone video

  Kholiavchenko, M., Kline, J., Brookes, O. Z., Mirmehdi, M., Burghardt, T., Stewart, C. & al., E., 21 Dec 2024, (E-pub ahead of print) In: Multimedia Tools and Applications. 20 p.

  Research output: Contribution to journal › Article (Academic Journal) › peer-review

  Open Access

  File

  • Animal Behavior 100%
  • State of the Art 50%
  • Kenya 50%
  13 Downloads (Pure)

• Deep Learning, Feature Selection, and Model Bias with Home Mortgage Loan Classification

  Hodges, H., Garrity, C. & Pope, J., 26 Feb 2024, Proceedings of the 13th International Conference on Pattern Recognition Applications and Methods. Castrillon-Santana, M., De Marsico, M. & Fred, A. (eds.). SciTePress, Vol. 1. p. 248-255 8 p. (International Conference on Pattern Recognition Applications and Methods; vol. 1).

  Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)

  Open Access

  File

  • Data Source 100%
  • Feature Selection 100%
  • Model Accuracy 100%
  • Loan Application Data 100%
  • Feature Extraction 100%
  189 Downloads (Pure)

• Deep learning uncertainty quantification for ultrasonic damage identification in composite structures

  Lu, H., Cantero-Chinchilla, S., Yang, X., Gryllias, K. & Chronopoulos, D., 15 Jun 2024, In: Composite Structures. 338, 118087.

  Research output: Contribution to journal › Article (Academic Journal) › peer-review

  Open Access

  File

  • Uncertainty Quantification 100%
  • Aleatoric Uncertainty 100%
  • Composite Structure 100%
  • Ultrasonics 100%
  • Convolutional Neural Network 100%
  4 Citations (Scopus)

  50 Downloads (Pure)

• Deep Visual-Genetic Biometrics for Taxonomic Classification of Rare Species

  Karaderi, T., Burghardt, T., Morard, R. & Schmidt, D. N., 9 Apr 2024, Proceedings - 2024 IEEE Winter Conference on Applications of Computer Vision, WACV 2024. Institute of Electrical and Electronics Engineers (IEEE), p. 7100-7110 11 p. (IEEE Workshop on Applications of Computer Vision (WACV)).

  Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)

  Open Access

  File

  • Biometrics 100%
  • Genetics 100%
  • Rare Specie 100%
  • Reproducibility 50%
  • Embedding Space 50%
  23 Downloads (Pure)

• DGDNN: Decoupled Graph Diffusion Neural Network for Stock Movement Prediction

  You, Z., Shi, Z., Bo, H., Cartlidge, J. P., Zhang, L. & Ge, Y., 28 Feb 2024, 16th International Conference on Agents and Artificial Intelligence (ICAART). Rocha , A. P., Steels, L. & van den Herik, J. (eds.). SciTePress, Vol. 2. p. 431-442 12 p. (International Conference on Agents and Artificial Intelligence).

  Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)

  Open Access

  File

  • Representation Learning 100%
  • Graph Neural Network 100%
  • Neural Network 100%
  • Structured Data 100%
  • Diffusion Process 100%
  2 Citations (Scopus)

  62 Downloads (Pure)

• Directing Anisotropic Friction and Compliant Structures Towards In-pipe Locomotion & Navigation

  Liu, M., Lee, L. Y., Conn, A. T. & Rossiter, J. M., 13 May 2024, 2024 IEEE 7th International Conference on Soft Robotics (RoboSoft). San Diego, CA, USA: Institute of Electrical and Electronics Engineers (IEEE), p. 919-924 6 p. (IEEE International Conference on Soft Robotics).

  Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)

  Open Access

  File

  • Anisotropic 100%
  • Robot 100%
  • Rod 40%
  • Soft Robot 40%
  • Final Design 20%
  70 Downloads (Pure)

• Diurnal patterns in Twitter sentiment in Italy and United Kingdom are correlated

  Wang, S., Cristianini, N. & Lightman, S. L., 19 Jan 2024, In: Frontiers in Psychology. 14-2023

  Research output: Contribution to journal › Article (Academic Journal) › peer-review

  • Eating Habit 100%
  • Circadian Rhythm 100%
  • Zeitgeber 100%
  • United Kingdom 100%
  • Italy 100%

• Down the Rabbit Hole: Exploiting Airflow Interactions for Morphologically Intelligent Retracting Vacuum Grippers

  Lee, L. Y., Terrile, S., Roshan, A., Yue, T., Nam, S. & Rossiter, J. M., 13 May 2024, 2024 IEEE 7th International Conference on Soft Robotics (RoboSoft). San Diego, CA, USA: Institute of Electrical and Electronics Engineers (IEEE), p. 870-875 6 p. (IEEE International Conference on Soft Robotics (RoboSoft)).

  Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)

  Open Access

  File

  • Air Flow 100%
  • Connected Element 100%
  • Intelligent Behavior 100%
  • Pattern Search 100%
  • Actuation 66%
  59 Downloads (Pure)

• Early prediction of declining health in small ruminants with accelerometers and machine learning

  Montout, A. X., Bhamber, R. S., Lange, D. S., Ndlovu, D. Z., Morgan, E. R., Ioannou, C. C., Terrill, T. H., Wyk, J. A. V., Burghardt, T. & Dowsey, A. W., 24 May 2024, bioRxiv.org.

  Research output: Working paper › Preprint

  • Small Ruminant 100%
  • Small Ruminants 100%
  • FAMACHA 75%
  • Sheep 50%
  • Goat 50%

• Editorial to the special issue on ZIMI

  Cliff, D., Gode, D. & Sunder, S., 1 Jul 2024, In: Journal of Economic Interaction and Coordination . 19, 3, p. 401-402 2 p.

  Research output: Contribution to journal › Editorial (Academic Journal) › peer-review

• Explaining a Probabilistic Prediction on the Simplex with Shapley Compositions

  Noé, P. G., Perelló-Nieto, M., Bonastre, J. F. & Flach, P., 24 Oct 2024, ECAI 2024 - 27th European Conference on Artificial Intelligence, Including 13th Conference on Prestigious Applications of Intelligent Systems, PAIS 2024, Proceedings. Endriss, U., Melo, F. S., Bach, K., Bugarin-Diz, A., Alonso-Moral, J. M., Barro, S. & Heintz, F. (eds.). IOS Press, Vol. 392. p. 1124-1131 8 p. (Frontiers in Artificial Intelligence and Applications; vol. 392).

  Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)

  Open Access

  File

  • Phase Composition 100%
  • Simplex 100%
  • Shapley Value 100%
  • Model Prediction 33%
  • Learning System 33%
  14 Downloads (Pure)

• Fully Quantized Graph Convolutional Networks for Embedded Applications

  Kose, H. T., Nunez-Yanez, J. L., Piechocki, R. J. & Pope, J., 17 Jan 2024. 7 p.

  Research output: Contribution to conference › Conference Paper

  Open Access

  File

  • Graph Neural Network 100%
  • Graph Convolutional Network 100%
  • Embedded Application 100%
  • Network Parameter 50%
  • Computer Hardware 50%
  33 Downloads (Pure)

• Gecko-inspired adhesion enhanced by electroadhesive forces

  Tan, L., Lee, L. Y., Kulykov, A., Rossiter, J. & Conn, A. T., 1 Dec 2024, In: Smart Materials and Structures. 33, 12, 13 p., 125022.

  Research output: Contribution to journal › Article (Academic Journal) › peer-review

  Open Access

  • Enhanced Adhesion 100%
  • Surface (Surface Science) 100%
  • Flexible Adhesive 50%
  • Adhesive Contact 50%
  • Rough Surface 50%

• GenGradAttack: Efficient and Robust Targeted Adversarial Attacks Using Genetic Algorithms and Gradient-Based Fine-Tuning

  Agarwal, N. & Pope, J., 26 Feb 2024, Proceedings of the 16th International Conference on Agents and Artificial Intelligence: ICAART. Rocha, A. P., Steels, L. & van den Herik, J. (eds.). SciTePress, Vol. 3. p. 202-209 8 p. (ICAART - International Conference on Agents and Artificial Intelligence).

  Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)

  Open Access

  File

  • Genetic Algorithm 100%
  • Adversarial Machine Learning 100%
  • Machine Learning 66%
  • Learning System 66%
  • Autonomous Vehicles 33%
  1 Citation (Scopus)

  144 Downloads (Pure)

• Heterogeneous Thresholds, Social Ranking, and the Emergence of Vague Categories

  Lawry, J., 5 Nov 2024, In: Artificial Life. 30, 4, p. 523-538 16 p.

  Research output: Contribution to journal › Article (Academic Journal) › peer-review

  Open Access

  File

  • Collective Decision Making 100%
  • Artificial System 100%
  • Individual Learning 100%
  • Social Mechanism 100%
  • Fuzzy Category 100%
  35 Downloads (Pure)

• Imprecise evidence in social learning

  Liu, Z., Crosscombe, M. & Lawry, J., 16 Apr 2024, (E-pub ahead of print) In: Swarm Intelligence. 27 p.

  Research output: Contribution to journal › Article (Academic Journal) › peer-review

  Open Access

  • Learning Process 100%
  2 Citations (Scopus)

• Intrusion Detection at the IoT Edge Using Federated Learning

  Pope, J., Spyridopoulos, T., Kumar, V., Raimondo, F., Gunner, S. D., Oikonomou, G., Pasquier, T., McConville, R., Carnelli, P., Sanchez-Mompo, A., Mavrommatis, I. & Khan, A., 29 Oct 2024, Security and Privacy in Smart Environments. Pitropakis, N. & Katsikas, S. (eds.). Springer Nature Switzerland, Vol. 14800. p. 98-119 22 p. (Lecture Notes in Computer Science; vol. 14800).

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

  • Intrusion Detection 100%
  • Federated Learning 100%
  • Internet-Of-Things 100%
  • Anomaly Detection 50%
  • Performance Evaluation 25%

• Learning Interpretable Models of Aircraft Handling Behaviour by Reinforcement Learning from Human Feedback

  Bewley, T., Lawry, J. & Richards, A. G., 4 Jan 2024, AIAA SCITECH 2024 Forum. Orlando, FL: American Institute of Aeronautics and Astronautics Inc. (AIAA), 17 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)

  Open Access

  File

  • Reinforcement Learning 100%
  • Learning Agent 33%
  • Software Model 33%
  • Pairwise Preference 33%
  • Neural Network 33%
  1 Citation (Scopus)

  71 Downloads (Pure)

• MultiCamCows2024 -- A Multi-view Image Dataset for AI-driven Holstein-Friesian Cattle Re-Identification on a Working Farm

  Yu, P., Burghardt, T., Dowsey, A. & Campbell, N. W., 16 Oct 2024, arXiv.org, 26 p.

  Research output: Working paper › Preprint

  Open Access

  • Reidentification 100%
  • Multiple Camera 100%
  • Artificial Intelligence 100%
  • Holstein 100%
  • Cow 100%

• Multiple belief states in social learning: An evidence tokens model

  Lawry, J., 24 Sept 2024, In: Synthese. 204, 4, 25 p., 121.

  Research output: Contribution to journal › Article (Academic Journal) › peer-review

  Open Access

  • Belief State 100%
  • Granularity 100%
  • Received Information 100%
  • Social Learning 100%
  • Difference Equation 25%

• Multi-Relational Graph Diffusion Neural Network with Parallel Retention for Stock Trends Classification

  You, H., Zhang, P., Zheng, J. & Cartlidge, J., 18 Mar 2024, ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). Institute of Electrical and Electronics Engineers (IEEE), p. 6545-6549 5 p. (International Conference on Acoustics, Speech, and Signal Processing (ICASSP)).

  Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)

  Open Access

  File

  • Representation Learning 100%
  • Relational Graph 100%
  • Neural Network 100%
  • Graph Representation 50%
  • Temporal Feature 50%
  12 Downloads (Pure)

• Neural Stochastic Agent-Based Limit Order Book Simulation with Neural Point Process and Diffusion Probabilistic Model

  Shi, Z. & Cartlidge, J., 5 Apr 2024, In: Intelligent Systems in Accounting, Finance and Management. 31, 2, e1553.

  Research output: Contribution to journal › Article (Academic Journal) › peer-review

  Open Access

  • Stochastic Model 100%
  • New Orders 100%
  • Supply and Demand 100%
  • Simulation Mode 50%
  • Process Model 50%

• Never Mind The No-Ops: Faster and Less Volatile Simulation Modelling of Co-Evolutionary Species Interactions via Spatial Cyclic Games

  Cliff, D., 20 Sept 2024, 36th European Modeling and Simulation Symposium, EMSS 2024. Affenzeller, M., Bruzzone, A. G., Jimenez, E., Longo, F. & Petrillo, A. (eds.). CAL-TEK SRL, 14 p. 011. (Proceedings of the European Modeling and Simulation Symposium).

  Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)

  Open Access

  File

  • Lattices 100%
  • Specie Interaction 100%
  • Computer Simulation 100%
  • Simulation Modeling 100%
  • Elementary Step 100%
  3 Citations (Scopus)

  6 Downloads (Pure)

• Optimising laser-induced phased-arrays for defect detection in continuous inspections

  Cantero-Chinchilla, S., 5 Mar 2024, In: NDT & E International. 144, 103091.

  Research output: Contribution to journal › Article (Academic Journal) › peer-review

  Open Access

  • Defect Detection 100%
  • Phased Array 100%
  • Directional 25%
  • Measurement Point 25%
  • Metrics 25%
  5 Citations (Scopus)

• PanAf20K: A Large Video Dataset for Wild Ape Detection and Behaviour Recognition

  Brookes, O. Z., Mirmehdi, M., Burghardt, T. & al., E., 1 Aug 2024, In: International Journal of Computer Vision (IJCV). 132, 8, p. 3086-3102 17 p.

  Research output: Contribution to journal › Article (Academic Journal) › peer-review

  Open Access

  • Camera-Trap 100%
  • Artificial Intelligence 100%
  • Africans 50%
  • Gorilla 50%
  • Computer Vision 50%
  3 Citations (Scopus)

• Predicting Rail Corrugation Based on Convolutional Neural Networks Using Vehicle’s Acceleration Measurements

  Haghbin, M., Chiachío, J., Muñoz, S., Franco, J. L. E., Guillén, A. J., Marquez, A. C. & Cantero-Chinchilla, S., 17 Jul 2024, In: Sensors. 24, 14, p. 1-18 18 p., 4627.

  Research output: Contribution to journal › Article (Academic Journal) › peer-review

  Open Access

  • Efficient Repair 100%
  • Efficient Maintenance 100%