David Roberts

Publication Activity (10 Years)

Years Active: 2012-2015
Publications (10 Years): 0

Top Topics

Comprehensive Analysis

Ensemble Clustering

Gene Expression Analysis

Top Venues

Publications

Rui Fa, Basel Abu-Jamous, David Roberts, Asoke K. Nandi
CoCE-SMART: Consensus clustering based on enhanced splitting-merging awareness tactics. ICASSP (2015)
Basel Abu-Jamous, Rui Fa, David Roberts, Asoke K. Nandi
Application of the Bi-CoPaM Method to Five Escherichia Coli Datasets Generated under Various Biological Conditions. J. Signal Process. Syst. 79 (2) (2015)
Basel Abu-Jamous, Rui Fa, David Roberts, Asoke K. Nandi
UNCLES: method for the identification of genes differentially consistently co-expressed in a specific subset of datasets. BMC Bioinform. 16 (2015)
Basel Abu-Jamous, Rui Fa, David Roberts, Asoke K. Nandi
M-N scatter plots technique for evaluating varying-size clusters and setting the parameters of Bi-CoPaM and Uncles methods. ICASSP (2014)
Basel Abu-Jamous, Rui Fa, David Roberts, Asoke K. Nandi
Bi-CoPaM ensemble clustering application to five Escherichia coli bacterial datasets. EUSIPCO (2014)
Basel Abu-Jamous, Rui Fa, David Roberts, 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 Bioinform. 15 (2014)
Rui Fa, Basel Abu-Jamous, David Roberts, Asoke K. Nandi
Splitting-while-merging framework for clustering high-dimension data with component-wise expectation conditional maximisation. ICASSP (2014)
Rui Fa, Basel Abu-Jamous, David Roberts, Asoke K. Nandi
Enhanced SMART framework for gene clustering using successive processing. MLSP (2013)
Basel Abu-Jamous, Rui Fa, David Roberts, Asoke K. Nandi
Identification of genes consistently co-expressed in multiple microarray datasets by a genome-wide Bi-CoPaM approach. ICASSP (2013)
Basel Abu-Jamous, Rui Fa, David Roberts, Asoke K. Nandi
Method for the identification of the subsets of genes specifically consistently co-expressed in a set of datasets. MLSP (2013)
Basel Abu-Jamous, Rui Fa, David Roberts, Asoke K. Nandi
Comprehensive analysis of multiple microarray datasets by binarization of consensus partition matrix. MLSP (2012)
Basel Abu-Jamous, Rui Fa, Asoke K. Nandi, David Roberts
Binarization of Consensus Partition Matrix for ensemble clustering. EUSIPCO (2012)