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    • School of Engineering and Applied Science, Aston University

      B4 7ET Birmingham

      United Kingdom

    20162019
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    Research Output 2016 2019

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    Article
    2019

    Benchmark and Parameter Sensitivity Analysis of Single-Cell RNA Sequencing Clustering Methods

    Krzak, M., Raykov, Y., Boukouvalas, A., Cutillo, L. & Angelini, C., 11 Dec 2019, In : Frontiers in Genetics. 10, 1253.

    Research output: Contribution to journalArticle

    Open Access
    File
    Single-Cell Analysis
    RNA Sequence Analysis
    Benchmarking
    Cluster Analysis
    RNA
    2018

    Automated Quality Control for Sensor Based Symptom Measurement Performed Outside the Lab

    Badawy, R., Raykov, Y., Evers, L. J. W., Bloem, B. R., Faber, M. J., Zhan, A., Claes, K. & Little, M. A., 16 Apr 2018, In : Sensors. 18, 4, 1215.

    Research output: Contribution to journalArticle

    Open Access
    File
    quality control
    Quality Control
    Quality control
    Technology
    sensors
    2016

    Simple approximate MAP inference for Dirichlet processes mixtures

    Raykov, Y. P., Boukouvalas, A. & Little, M. A., Nov 2016, In : Electronic Journal of Statistics. 10, 2, p. 3548-3578 31 p.

    Research output: Contribution to journalArticle

    Open Access
    File
    Dirichlet Process
    Maximum a Posteriori
    Mixture Model
    Bayesian Nonparametrics
    Gibbs Sampling

    What to do when K-means clustering fails: a simple yet principled alternative algorithm

    Raykov, Y. P., Boukouvalas, A., Baig, F. & Little, M. A., 26 Sep 2016, In : PLoS ONE. 11, 9, 28 p., e0162259.

    Research output: Contribution to journalArticle

    Open Access
    File
    Cluster Analysis
    Medical Informatics
    Clustering algorithms
    Parkinsonian Disorders
    Statistical Models