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Data analytics for health and connected care : ontology, knowledge graph and applications
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Fingerprinting methods for origin and variety assessment of rice : development, validation and data fusion experiments
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Learning multivariate shapelets with multi-layer neural networks for interpretable time-series classification
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Accurate prediction of blood culture outcome in the intensive care unit using long short-term memory neural networks
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- Journal Article
- A1
- open access
IncGraph : incremental graphlet counting for topology optimisation
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- Conference Paper
- C3
- open access
Learning Multivariate Shapelets with Multi-Layer Neural Networks
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- Conference Paper
- P1
- open access
Data-driven optimization of energy efficiency and comfort in an apartment
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- Journal Article
- A1
- open access
Appliance classification using VI trajectories and convolutional neural networks
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- Conference Paper
- P1
- open access
Systematic comparison of respiratory signals for the automated detection of sleep apnea
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- Conference Paper
- P1
- open access
Automated assessment of bone age using deep learning and Gaussian process regression
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- Journal Article
- A1
- open access
On the Bayesian optimization and robustness of event detection methods in NILM
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- PhD Thesis
- open access
Machine learning for biological network inference
(2017) -
- Journal Article
- A1
- open access
Comprehensive feature selection for appliance classification in NILM
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- Conference Paper
- P1
- open access
Optimized statistical test for event detection in non-intrusive load monitoring
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- Conference Paper
- C1
- open access
Positive blood culture detection in time series data using a BiLSTM network
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- Conference Paper
- C1
- open access
Event detection in NILM using Cepstrum smoothing
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- Journal Article
- A1
- open access
Random survival forests for predicting the bed occupancy in the intensive care unit
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- Conference Paper
- C1
- open access
Cepstrum analysis applied on event detection in NILM
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- Journal Article
- A1
- open access
Netter: re-ranking gene network inference predictions using structural network properties
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- Conference Paper
- C1
- open access
Early detection of positive blood cultures using recurrent neural networks on time series data
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- Journal Article
- A1
- open access
Predictive modelling of survival and length of stay in critically ill patients using sequential organ failure scores
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Identifying novel neuroblastoma oncogenes using semi-supervised learning
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- Journal Article
- A1
- open access
NIMEFI: gene regulatory network inference using multiple ensemble feature importance algorithms
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Stable feature selection techniques for microarray data
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- Conference Paper
- C3
- open access
A re-ranking algorithm for gene regulatory network predictions using graphlets and graph-invariant properties
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- Conference Paper
- C3
- open access
Network inference by integrating biclustering and feature selection
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- Conference Paper
- C3
- open access
Inferring gene regulatory network topologies using ensembles of feature selection techniques
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- Conference Paper
- C3
- open access
Inferring gene regulatory networks using ensembles of feature selection techniques