Browse by Supervisor

Chen, Yi (2019). A distributed rule-based expert system for large event stream processing. University of Birmingham. Ph.D.

Weber, Philip (2014). A framework for the analysis and comparison of process mining algorithms. University of Birmingham. Ph.D.

Patel, Kamlesh (2021). A metabolomics analysis and the development of a fluorescent assay for kynurenine for the diagnosis of sepsis in trauma patients. University of Birmingham. Ph.D.

Rodan, Ali (2012). Architectural designs of Echo State Network. University of Birmingham. Ph.D.

Alahmadi, Hanin (2019). Classification task-driven efficient feature extraction from tensor data. University of Birmingham. Ph.D.

Zhang, Yu ORCID: https://orcid.org/0000-0001-7442-375X (2022). Deep Neural Networks on Genetic Motif Discovery: the Interpretability and Identifiability Issues. University of Birmingham. Ph.D.

Zhang, Shuyi (2023). Detecting changes in offline and online classification tasks. University of Birmingham. Ph.D.

Pauli, Ruth (2020). Distinguishing between conduct disorder with high versus low levels of callous-unemotional traits. University of Birmingham. Ph.D.

Elhabbash, Abdessalam (2017). Engineering self-awareness with knowledge management in dynamic systems: a case for volunteer computing. University of Birmingham. Ph.D.

Cuevas Tello, Juan Carlos (2007). Estimating time delays between irregularly sampled time series. University of Birmingham. Ph.D.

Goodman, Thomas Antony ORCID: https://orcid.org/0000-0001-9283-5010 (2022). Geometric Approaches to the Pitch Estimation of Acoustic Musical Signals. University of Birmingham. Ph.D.

Serra, Giuseppe (2024). Improving the interpretability of machine learning approaches with user-generated data. University of Birmingham. Ph.D.

Friess, Stephen (2022). Inductive biases and metaknowledge representations for search-based optimization. University of Birmingham. Ph.D.

Tang, Fengzhen (2015). Kernel methods for time series data. University of Birmingham. Ph.D.

Ibrahem, Rafee Tariq (2017). Machine learning in galaxy groups detection. University of Birmingham. Ph.D.

Chen, Xinyue (2023). Machine learning in the model space for metabolomics time series in an adrenal steroid hormone study. University of Birmingham. Ph.D.

Al Otaibi, Sultanah (2017). Machine learning methods for delay estimation in gravitationally lensed signals. University of Birmingham. Ph.D.

Wang, Xiaoxia (2010). Manifold aligned density estimation. University of Birmingham. Ph.D.

Kayas, Ugur ORCID: https://orcid.org/0000-0003-3936-4090 (2023). Methods for efficient, exact combinatorial computation in machine learning. University of Birmingham. Ph.D.

Fouad, Shereen (2013). Metric learning for incorporating privileged information in prototype-based models. University of Birmingham. Ph.D.

Canducci, Marco ORCID: https://orcid.org/0000-0003-2264-9743 (2022). Multi-Manifold learning in comparison of astronomical observations and numerical simulations. University of Birmingham. Ph.D.

Ghosh Roy, Gourab ORCID: https://orcid.org/0000-0001-9420-5653 (2022). Network architecture for prediction of emergence in complex biological systems. University of Birmingham. Ph.D.

Alowadi, Nahed (2018). Population based spatio-temporal probabilistic modelling of fMRI data. University of Birmingham. Ph.D.

Fong, Robert Simon (2020). Stochastic optimization on Riemannian manifolds. University of Birmingham. Ph.D.

McDonald, David ORCID: https://orcid.org/0000-0002-0540-8254 (2021). The hierarchical organisation and dynamics of complex networks. University of Birmingham. Ph.D.

Rupawala, Mohammed Jujar (2021). Towards simultaneous electroencephalography and functional near-infrared spectroscopy for improving diagnostic accuracy in prolonged disorders of consciousness: a healthy cohort study. University of Birmingham. Ph.D.

Tsapeli, Theofania Kleio (2018). Understanding real-world phenomena from human-generated sensor data. University of Birmingham. Ph.D.

Baranowski, Elizabeth. S. ORCID: https://orcid.org/0000-0002-2731-577X (2022). Urine Steroid Metabolomics for the Differential Diagnosis of Inborn Steroidogenesis Disorders. University of Birmingham. Ph.D.

Price, Richard Michael (2010). Using current uptime to improve failure detection in peer-to-peer networks. University of Birmingham. Ph.D.

Gianniotis, Nikolaos (2008). Visualisation of structured data through generative probabilistic modeling. University of Birmingham. Ph.D.