Publications

book coverBooks

  1. Basel Abu-Jamous, Rui Fa, and Asoke K. Nandi. “Integrative cluster analysis in bioinformatics”. John Wiley & Sons, 2015, ISBN: 978-1118906538. Link

Book chapters

  1. Basel Abu-Jamous, Chao Liu, David J. Roberts, Elvira Brattico, Asoke K. Nandi. “Data-driven analysis of collections of big datasets by the Bi-CoPaM method yields field-specific novel insights” in Frontiers in Electronic Technologies, 2017, Springer. ISBN: 9789811042348. Link.

Journal publications

  1. Chao Liu, Basel Abu-Jamous, Elvira Brattico, Asoke K. Nandi. “Towards tunable consensus clustering for studying functional brain connectivity during affective processing”. International Journal of Neural Systems (IJNS), 2017, 27(2): 1650042. doi: 10.1142/S0129065716500428. View online | Download PDF.
  2. Alison T. Merryweather-Clarke*, Alex J. Tipping*, Abigail A. Lamikanra*, Rui Fa*, Basel Abu-Jamous*, Hoi Pat Tsang, Lee Carpenter, Kathryn J. H. Robson, Asoke K. Nandi, David J. Roberts. “Distinct gene expression program dynamics during erythropoiesis from human induced pluripotent stem cells compared with adult and cord blood progenitors”. BMC Genomics, 2016, 17: 817. (*Contributed equally). View online | Download PDF.
  3. Basel Abu-Jamous, Rui Fa, David J. Roberts, and Asoke K. Nandi. “UNCLES: Method for the identification of genes differentially consistently co-expressed in a specific subset of datasets”. BMC Bioinformatics, 2015, 16: 184, doi: 10.1186/s12859-015-0614-0. View online | Download PDF
  4. Basel Abu-Jamous, Rui Fa, David J. Roberts, and Asoke K. Nandi. “Application of the Bi-CoPaM method to five Escherichia coli datasets generated under various biological conditions”. Journal of Signal Processing Systems, 2015, 79(2): 159-166, doi: 10.1007/s11265-014-0919-7. View online | Download PDF
  5. Basel Abu-Jamous, Rui Fa, David J. Roberts, and Asoke K. Nandi. “Comprehensive analysis of forty yeast microarray datasets reveals a novel subset of genes (APha-RiB) consistently negatively associated with ribosome biogenesis”. BMC Bioinformatics, 2014, 15: 322, doi: 10.1186/1471-2105-15-322. HIGHLY ACCESSEDView online | Download PDF
  6. Basel Abu-Jamous, Rui Fa, David J. Roberts, and Asoke K. Nandi. “Yeast gene CMR1/YDL156W is consistently co-expressed with genes participating in DNA-metabolic processes in a variety of stringent clustering experiments”. Journal of the Royal Society Interface, 2013, 10(81): 20120990, doi: 10.1098/rsif.2012.0990. View online | Download PDF
  7. Basel Abu-Jamous, Rui Fa, David J. Roberts, and Asoke K. Nandi. “Paradigm of Tunable Clustering using Binarization of Consensus Partition Matrices (Bi-CoPaM) for Gene Discovery”. PLOS ONE, 2013, 8(2): e56432, doi: 10.1371/journal.pone.0056432. View online | Download PDF
  8. Fengyu Cong, Vinoo Alluri, Asoke K. Nandi, Petri Toiviainen, Rui Fa, Basel Abu-Jamous, Li-yun Gong, Bart G. W. Craenen, et al., “Linking brain responses to naturalistic music through analysis of ongoing EEG and stimulus features”, IEEE Transactions on Multimedia, 2013, 15(5): 1060-1069, doi: 10.1109/TMM.2013.2253452. View online | Download PDF

Full-length peer-reviewed international conference publications

  1. Chao Liu, Rui Fa, Basel Abu-Jamous, Elvira Brattico, and Asoke K. Nandi. “Scalable clustering based on enhanced-smart for large-scale fMRI datasets”. Proceedings of the International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2015, Brisbane, Australia, pp.962-966.
  2. Rui Fa, Basel Abu-Jamous, David J. Roberts, and Asoke K. Nandi. “CoCE-SMART: consensus clustering based on enhanced splitting-merging awareness tactics”. Proceedings of the International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2015, Brisbane, Australia, pp.2011-2015.
  3. Chao Liu, Basel Abu-Jamous, Elvira Brattico, Asoke Nandi. “Clustering consistency in neuroimaging data analysis”. Proceedings of the International Conference on Fuzzy Systems and Knowledge Discovery (FSKD), 2015, Zhangjiajie, China, pp.1118-1122.
  4. Basel Abu-Jamous, Rui Fa, David J. Roberts, and Asoke K. Nandi. “M-N scatter plots technique for evaluating varying-size clusters and setting the parameters of Bi-CoPaM and UNCLES methods”. Proceedings of the International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2014, Florence, Italy, pp.6726-6730.
  5. Rui Fa, Basel Abu-Jamous, David J. Roberts, and Asoke K. Nandi. “Splitting-while-merging framework for clustering high-dimension data with component-wise expectation conditional maximisation”. Proceedings of the International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2014, Florence, Italy, pp. 2932-2936.
  6. Basel Abu-Jamous, Rui Fa, David J. Roberts, and Asoke K. Nandi. “Bi-CoPaM ensemble clustering application to five Escherichia coli bacterial datasets”. Proceedings of the European Signal Processing Conference (EUSIPCO), 2014, Lisbon, Portugal.
  7. Basel Abu-Jamous, Rui Fa, David J. Roberts, and Asoke K. Nandi. “Identification of genes consistently co-expressed in multiple microarray datasets by a genome-wide Bi-CoPaM approach”. Proceedings of International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2013, Vancouver, Canada, pp.1172-1176.
  8. Basel Abu-Jamous, Rui Fa, David J. Roberts, and Asoke K. Nandi. “Method for the identification of the subsets of genes specifically consistently co-expressed in a set of datasets”. Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing (MLSP), 2013, Southampton, UK, doi: 10.1109/MLSP.2013.6661907.
  9. Rui Fa, Basel Abu-Jamous, David J. Roberts, and Asoke K. Nandi. “Enhanced SMART framework for gene clustering using successive processing”. Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing (MLSP), 2013, Southampton, UK, doi: 10.1109/MLSP.2013.6661964.
  10. Rui Fa, Basel Abu-Jamous, and Asoke K. Nandi. “Bi-CoPaM ensemble clustering application to five Escherichia coli bacterial datasets”. Proceedings of the European Signal Processing Conference (EUSIPCO), 2013, Marrakech, Morocco.
  11. Basel Abu-Jamous, Rui Fa, David J. Roberts, and Asoke K. Nandi. “Hybrid binarisation technique for the Bi-CoPaM method”. Proceedings of the Constantinides International Workshop on Signal Processing (CIWSP), 2013, London, UK, doi: 10.1049/ic.2013.0006.
  12. Basel Abu-Jamous, Rui Fa, David J. Roberts, and Asoke K. Nandi. “Comprehensive analysis of multiple microarray datasets by binarization of consensus partition matrix”. Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing (MLSP), 2012, Santander, Spain, paper no. 62, doi: 10.1109/MLSP.2012.6349787.
  13. Basel Abu-Jamous, Rui Fa, David J. Roberts, and Asoke K. Nandi. “Binarization of consensus partition matrix for ensemble clustering”. Proceedings of the European Signal Processing Conference (EUSIPCO), 2012, Bucharest, Romania, pp. 2193-2197.
  14. Rui Fa, Basel Abu-Jamous, and Asoke K. Nandi. “Development and evaluation of kernel-based clustering validity indices”. Proceedings of the European Signal Processing Conference (EUSIPCO), 2012, Bucharest, Romania, pp. 634-638.

Conference posters / presentations (without full-length papers)

  1. Basel Abu-Jamous and Steve Kelly, “Differential maturation of bundlesheath and mesophyll cells during photosynthetic activation in C4 species”. Enhancing photosynthesis in crop plants: targets for improvement, 2016, The Royal Society, London, UK.
  2. Chao Liu, Basel Abu-Jamous, Elvira Brattico, and Asoke K. Nandi. “Consensus clustering reveals neural networks during affective music processing”. The Neurosciences and Music V, 2014, Dijon, France.
  3. Basel Abu-Jamous, Maysam Abbod, Asoke K. Nandi. “Comprehensive analysis of high throughput biological datasets”. Brunel Annual Student Research Conference (ResCon), 2014, London, UK.
  4. Basel Abu-Jamous, Maysam Abbod, Asoke K. Nandi. “Comprehensive analysis of high throughput biological datasets”. Brunel Annual Student Research Conference (ResCon), 2013, London, UK.