Basel Abu-Jamous

Publication Activity (10 Years)

Years Active: 2012-2020
Publications (10 Years): 3

Top Topics

Ensemble Clustering

Escherichia Coli

Consensus Clustering

Microarray Datasets

Top Venues

Publications

Fernando Andreotti, Frank S. Heldt, Basel Abu-Jamous, Ming Li, Avelino Javer, Oliver Carr, Stojan Jovanovic, Nadezda Lipunova, Benjamin Irving, Rabia T. Khan, Robert Dürichen
Prediction of the onset of cardiovascular diseases from electronic health records using multi-task gated recurrent units. CoRR (2020)
Chao Liu, Elvira Brattico, Basel Abu-Jamous, Asoke K. Nandi
Exploration of distance metrics in consensus clustering analysis of FMRI data. DSP (2017)
Chao Liu, Basel Abu-Jamous, Elvira Brattico, Asoke K. Nandi
Towards Tunable Consensus Clustering for Studying Functional Brain Connectivity During Affective Processing. Int. J. Neural Syst. 27 (2) (2017)
Rui Fa, Basel Abu-Jamous, David Roberts, Asoke K. Nandi
CoCE-SMART: Consensus clustering based on enhanced splitting-merging awareness tactics. ICASSP (2015)
Chao Liu, Basel Abu-Jamous, Elvira Brattico, Asoke K. Nandi
Clustering consistency in neuroimaging data analysis. FSKD (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)
Chao Liu, Rui Fa, Basel Abu-Jamous, Elvira Brattico, Asoke K. Nandi
Scalable clustering based on enhanced-SMART for large-scale FMRI datasets. ICASSP (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)
Fengyu Cong, Vinoo Alluri, Asoke K. Nandi, Petri Toiviainen, Rui Fa, Basel Abu-Jamous, Liyun Gong, Bart G. W. Craenen, Hanna Poikonen, Minna Huotilainen, Tapani Ristaniemi
Linking Brain Responses to Naturalistic Music Through Analysis of Ongoing EEG and Stimulus Features. IEEE Trans. Multim. 15 (5) (2013)
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)
Rui Fa, Basel Abu-Jamous, Asoke K. Nandi
Object based validation algorithm and its application to consensus clustering. EUSIPCO (2013)
Rui Fa, Asoke K. Nandi, Basel Abu-Jamous
Development and evaluation of kernel-based clustering validity indices. EUSIPCO (2012)
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)