Dr Ambikesh Jayal, PhD, MSc, BSc, FEHA, MACS Snr CP, CompIEAust
I am an Academic, Data Scientist, Bioinformatician and Software Engineer.
I am also a fellow of UK Higher Education Academy, Senior member of Australian Computer Society and companion member of Engineers Australia with more than 20 years of work experience in academia and industry.
1. Research 2. Video Presentations 3. Book on Sports Data Analytics (Genomics in Sports) 4. Software Developed 5. My Youtube Channel on Data Science
Research: Whilst my disciplinary background is in computer science and natural science, my research interests are interdisciplinary and lie in the intersection between data science and healthcare. I apply AI/Machine Learning/Data science to extract significant information from genome sequences and biomedical signals, such as heart waves or brainwaves, to improve healthcare.
Google Scholar: https://scholar.google.com.au/citations?hl=en&user=LwpPxvwAAAAJ&view_op=list_works&sortby=pubdate
ORCID: https://orcid.org/0000-0002-9936-5311
Scopus: https://www.scopus.com/authid/detail.uri?authorId=36707832500
I hold an undergraduate degree in science (Mathematics, Physics and Chemistry), Masters in Computer Science and Doctor of Philosophy PhD in Computer Science. After completing my PhD in 2010 from United Kingdom (Brunel University), I joined University of Gloucestershire as Lecturer in Computing and have been working in academia since then. Previously I have also worked in industry, as software developer, including in Capability Maturity Model (CMM) Level 5 certified companies. I have been a member of UK Higher Education Academy since 2007 and my research and enterprise work informs my teaching. I have been involved with top-tier programmes for students at all levels ranging from Undergraduate , MSc to MRes, MPhil and PhD.
Research Publications
[1] My Book on Sports Data Analysis
Jayal, A., McRobert, A., Oatley, G. and O'Donoghue, P., 2018. Sports Analytics: Analysis, Visualisation and Decision Making in Sports Performance. Routledge.
[2] Hewage, C., Jayal, A., Jenkins, G., Ryan, B. 2018 A Learned Polyalphabetic Decryption Cipher, SNE Simulation Notes Europe , 28(4), pp. 141-148. doi: http://doi.org/10.11128/sne.28.tn.10441
Available at: http://doi.org/10.11128/sne.28.tn.10441
[3] Jayal A, Johns BE, Purdy KJ, Maddocks SE. 2017. Draft genome sequence of Pseudomonas aeruginosa ATCC 9027, originally isolated from an outer ear infection. Genome Announc 5:e01397-17.
Available at: https://doi.org/10.1128/genomeA.01397-17
[4] Jayal, A., Lauria, S., Tucker, A. and Swift, S., 2011. Python for teaching introductory programming: A quantitative evaluation. Innovation in Teaching and Learning in Information and Computer Sciences (ITALICS), Electronic journal of the UK Higher Education Academy, 10(1), pp.86-90.
doi: https://doi.org/10.11120/ital.2011.10010086
Available at Link: https://doi.org/10.11120/ital.2011.10010086
[5] Jayal, A. (2010). Framework To Manage Labels For E-Assessment Of Diagrams. Ph.D. Thesis. Brunel University: U.K. Available at: https://bura.brunel.ac.uk/handle/2438/4496
[6] Jayal, A. and Shepperd, M. (2009) The Problem of Labels in E-Assessment of Diagrams. ACM Journal on Educational Resources in Computing. 8(4) pp 1-1
Available at: https://dl.acm.org/citation.cfm?id=1482351
https://bura.brunel.ac.uk/handle/2438/2441
[7] Jayal, A. and Shepperd, M., 2009. An improved method for label matching in e-assessment of diagrams. Innovation in Teaching and Learning in Information and Computer Sciences (ITALICS), journal of the UK Higher Education Academy, 8(1), pp.3-16. doi: https://doi.org/10.11120/ital.2009.08010003
Available at: https://doi.org/10.11120/ital.2009.08010003
[8] Venkatachalam G, Brady M, Chivers F, Jayal A, Karuvattil R, Das KB (2015). Persistent epileptic spasms and tonic seizures in older children and young adults with drug resistant epilepsy: are there any biological differences. Epilepsia. 2015 Nov; 56 (Suppl. 1): 251-252. doi: 10.1111/epi.13241.
Available at: https://doi.org/10.1111/epi.13241
Conferences:
[9] Uppal, S., Jayal, A. and Arora, A. (2019) 'Pairwise Reviews Ranking and Classification for Medicine E-Commerce Application', 2019 Twelfth International Conference on Contemporary Computing (IC3), Noida, India, 8-10 August. DOI: 10.1109/IC3.2019.8844887.
Available at https://repository.cardiffmet.ac.uk/handle/10369/10742
http://hdl.handle.net/10369/10742
https://doi.org/10.1109/IC3.2019.8844887
[10] Ryan J. Brown , Chaminda Hewage, Ambikesh Jayal, 2018. Breaking and Entering Evaluation of the Use of Machine Learning for Code Breaking, Advances in Management and Informatics Conference, 04 May 2018, Cardiff Metropolitan University
[11] Benjamin E. Johns, Ambikesh Jayal, Aiste Dijokaite, Nick P. Tucker3, Kevin J. Purdy, Sarah E. Maddocks. 2017. Small colony variants: Size isn’t everything. [Poster]. Microbiology Society Annual Conference, 03 - 06 April 2017, Edinburgh International Conference Centre (EICC), Edinburgh, UK.
[12] Shepperd, M.J. and Jayal, A. (2010) Experiences of Introducing Group Projects to Computing Degrees. 35th International Conference on Improving University Teaching (IUT), Washington D.C., USA, June 30, 2010.
Available at: https://repository.cardiffmet.ac.uk/handle/10369/10371
Research data sets and databases outputs:
[15] Jayal A, 2017, Pseudomonas aeruginosa strain ATCC 9027, whole genome shotgun sequencing project, Electronic dataset, National Center for Biotechnology Information NCBI Nucleotide database, viewed 23 Feb 2019 <https://www.ncbi.nlm.nih.gov/nuccore/PDLX00000000>
Available at: https://www.ncbi.nlm.nih.gov/nuccore/PDLX00000000
[16] 2017, Pseudomonas aeruginosa strain ATCC 9027, whole genome shotgun sequencing project, Electronic dataset, National Center for Biotechnology Information NCBI Nucleotide database, viewed 23 Feb 2019 <https://www.ncbi.nlm.nih.gov/nuccore/PDLX00000000>
Available at: https://www.ncbi.nlm.nih.gov/nuccore/PDLX00000000
[17] 2017, Genomic DNA of Pseudomonas Aeruginosa_ATCC_9027: skin pathogen, Electronic dataset, National Center for Biotechnology Information NCBI Sequence Read Archive (SRA), viewed 23 Feb 2019 <https://www.ncbi.nlm.nih.gov/sra/SRX3241779[accn]>
Available at: https://www.ncbi.nlm.nih.gov/sra/SRX3241779[accn]
[18] 2017, Trimmed Genomic DNA of Pseudomonas Aeruginosa_ATCC_9027: skin pathogen, Electronic dataset, National Center for Biotechnology Information NCBI Sequence Read Archive (SRA), viewed 23 Feb 2019 <https://www.ncbi.nlm.nih.gov/sra/SRX3243888[accn]>
Available at: https://www.ncbi.nlm.nih.gov/sra/SRX3243888[accn]
[19] 2017, Aligned Genomic DNA of Pseudomonas Aeruginosa_ATCC_9027: skin pathogen, Electronic dataset, National Center for Biotechnology Information NCBI Sequence Read Archive (SRA), viewed 23 Feb 2019 <https://www.ncbi.nlm.nih.gov/sra/SRX3243887[accn]>
Available at: https://www.ncbi.nlm.nih.gov/sra/SRX3243887[accn]
Digital artefacts G – Software outputs:
[20] Digital artefact: Software for automatic assessment, viewed 1 March 2019
https://sourceforge.net/projects/eassessmentofd/files/
Project Report Available at: https://sourceforge.net/projects/eassessmentofd/files/LTDU_Project_Report_v4.pdf/download
[21] Digital artefact: Software to organise the coursework and detect plagiarism,
viewed 1 March 2019, <http://sourceforge.net/projects/eassessmentofd/>
Available at: http://sourceforge.net/projects/eassessmentofd/
[22] Griffiths, D., Beauvoir, P., Liber, O. and Barrett‐Baxendale, M., Jayal, A. 2009, Learning Designs for Practitioners (LD4P): Supporting Practitioners in producing IMS Learning Designs (LD for practitioners), Joint Information Systems Committee (JISC), UK, viewed 1 March 2019, <http://www.jisc.ac.uk/media/documents/programmes/elearningpedagogy/ld4pfinal.doc>
Available at: http://www.jisc.ac.uk/media/documents/programmes/elearningpedagogy/ld4pfinal.doc
[23] Digital artefact: Mobile application Android, Park Campus Computing Quiz, viewed 1 March 2019
Available at: https://play.google.com/store/apps/details?id=uk.ac.glos