- ORCID iD
- 0000-0002-7544-8411
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- Conference Paper
- C1
- open access
Forecast reconciliation for vaccine supply chain optimization
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- Conference Paper
- C1
- open access
No imputation without representation
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- Journal Article
- A1
- open access
Time-series-based feature selection and clustering for equine activity recognition using accelerometers
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- Conference Paper
- C1
- open access
Badminton stroke classification based on accelerometer data : from individual to generalized models
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- Conference Paper
- C3
- open access
Optimised one-class classification performance
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- Conference Paper
- P1
- open access
Fuzzy-rough-learn 0.2 : a Python library for fuzzy rough set algorithms and one-class classification
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- Conference Paper
- C1
- open access
Multiclass heartbeat classification using ECG signals and convolutional neural networks
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- Journal Article
- A1
- open access
Optimised one-class classification performance
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- Journal Article
- A1
- open access
SCMFTS : scalable and distributed complexity measures and features for univariate and multivariate time series in Big Data environments
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- Conference Paper
- C3
- open access
Average Localised Proximity : a new data descriptor with good default one-class classification performance
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A study on the calibration of fingerprint classifiers
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- Conference Paper
- P1
- open access
Adapting fuzzy rough sets for classification with missing values
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- Journal Article
- A1
- open access
Average localised proximity : a new data descriptor with good default one-class classification performance
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- Journal Article
- A1
- open access
Asynchronous processing for latent fingerprint identification on heterogeneous CPU-GPU systems
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- Conference Paper
- P1
- open access
Fuzzy-rough-learn 0.1 : a Python library for machine learning with fuzzy rough sets
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Robust unsupervised dimensionality reduction based on feature clustering for single-cell imaging data
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Classification of human white blood cells using machine learning for stain-free imaging flow cytometry
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- Journal Article
- A1
- open access
Scalable approximate FRNN-OWA classification
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Distributed, numerically stable distance and covariance computation with MPI for extremely large datasets
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Heap-based algorithms to accelerate fingerprint matching on parallel platforms
(2019) Cloud computing and big data. In Communications in Computer and Information Science 1050. p.61-72 -
- Conference Paper
- P1
- open access
A scalable approach to fuzzy rough nearest neighbour classification with ordered weighted averaging operators
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- Journal Article
- A1
- open access
Multiobjective optimization for railway maintenance plans
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On the use of convolutional neural networks for robust classification of multiple fingerprint captures
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- Journal Article
- A1
- open access
A snapshot of image pre-processing for convolutional neural networks : case study of MNIST
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- Journal Article
- A1
- open access
Minutiae-based fingerprint matching decomposition: Methodology for big data frameworks
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Distributed incremental fingerprint identification with reduced database penetration rate using a hierarchical classification based on feature fusion and selection
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DPD-DFF : a dual phase distributed scheme with double fingerprint fusion for fast and accurate identification in large databases