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Professor Georgina Cosma
Professor Georgina Cosma
Professor of AI & Data Science, Department of Computer Science, Loughborough University
Verified email at lboro.ac.uk - Homepage
Title
Cited by
Cited by
Year
Identifying early help referrals for local authorities with machine learning and bias analysis
EAL Neto, J Bailiss, A Finke, J Miller, G Cosma
Journal of Computational Social Science, 1-19, 2024
2024
Efficient Retrieval of Images with Irregular Patterns Using Morphological Image Analysis: Applications to Industrial and Healthcare Datasets
J Zhang, G Cosma, S Bugby, J Watkins
Journal of Imaging 9 (12), 277, 2023
2023
ForestMonkey: Toolkit for Reasoning with AI-based Defect Detection and Classification Models
J Zhang, G Cosma, S Bugby, J Watkins
2023 IEEE Symposium Series on Computational Intelligence (SSCI), 519-524, 2023
12023
Neural-Based Cross-Modal Search and Retrieval of Artwork
Y Gong, G Cosma, A Finke
2023 IEEE Symposium Series on Computational Intelligence (SSCI), 264-269, 2023
2023
Morphological Image Analysis and Feature Extraction for Reasoning with AI-based Defect Detection and Classification Models
J Zhang, G Cosma, S Bugby, A Finke, J Watkins
2023 IEEE Symposium Series on Computational Intelligence (SSCI), 1104-1111, 2023
22023
A Deep Convolutional Neural Network for Time Series Classification with Intermediate Targets
A Taherkhani, G Cosma, TM McGinnity
SN Computer Science 4 (6), 832, 2023
2023
Advancing continual lifelong learning in neural information retrieval: definition, dataset, framework, and empirical evaluation
J Hou, G Cosma, A Finke
arXiv preprint arXiv:2308.08378, 2023
2023
Boon: A neural search engine for cross-modal information retrieval
Y Gong, G Cosma
arXiv preprint arXiv:2307.14240, 2023
22023
Improving visual-semantic embeddings by learning semantically-enhanced hard negatives for cross-modal information retrieval
Y Gong, G Cosma
Pattern Recognition 137, 109272, 2023
62023
A meta-heuristic approach to estimate and explain classifier uncertainty
A Houston, G Cosma
arXiv preprint arXiv:2304.10284, 2023
12023
VITR: Augmenting Vision Transformers with Relation-Focused Learning for Cross-Modal Information Retrieval
Y Gong, G Cosma
arXiv preprint arXiv:2302.06350, 2023
3*2023
A genetically-optimised artificial life algorithm for complexity-based synthetic Dataset generation
A Houston, G Cosma
Information Sciences 619, 540-561, 2023
42023
A framework for enabling unpaired multi-modal learning for deep cross-modal hashing retrieval
M Williams-Lekuona, G Cosma, I Phillips
Journal of Imaging 8 (12), 328, 2022
32022
Multifaceted Hierarchical Report Identification for Non-Functional Bugs in Deep Learning Frameworks
G Long, T Chen, G Cosma
2022 29th Asia-Pacific Software Engineering Conference (APSEC), 289-298, 2022
2022
Automatic detection of scintillation light splashes using conventional and deep learning methods
Y Jiang, SL Bugby, G Cosma
Journal of Instrumentation 17 (06), P06021, 2022
12022
Predicting surgical outcomes for chronic exertional compartment syndrome using a machine learning framework with embedded trust by interrogation strategies (vol 11, 24281, 2021)
A Houston, G Cosma, P Turner, A Bennett
SCIENTIFIC REPORTS 12 (1), 2022
2022
Author Correction: Predicting surgical outcomes for chronic exertional compartment syndrome using a machine learning framework with embedded trust by interrogation strategies
A Houston, G Cosma, P Turner, A Bennett
Scientific Reports 12, 2022
2022
Predicting surgical outcomes for chronic exertional compartment syndrome using a machine learning framework with embedded trust by interrogation strategies
A Houston, G Cosma, P Turner, A Bennett
Scientific Reports 11 (1), 24281, 2021
72021
Prostate cancer: early detection and assessing clinical risk using deep machine learning of high dimensional peripheral blood flow cytometric phenotyping data
G Cosma, SE McArdle, GA Foulds, SP Hood, S Reeder, C Johnson, ...
Frontiers in immunology 12, 786828, 2021
82021
Generalisation Power Analysis for finding a stable set of features using evolutionary algorithms for feature selection
S Salesi, G Cosma
Knowledge-Based Systems 231, 107450, 2021
42021
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