Basel Abu-Jamous

20 papers Misc 5Journal 6Unranked 9
YearRankTypeTitle / Venue / Authors
2020 J jnl
Prediction of the onset of cardiovascular diseases from electronic health records using multi-task gated recurrent units.
CoRR
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
2017 — conf
Exploration of distance metrics in consensus clustering analysis of FMRI data.
DSP
Chao Liu, Elvira Brattico, Basel Abu-Jamous, Asoke K. Nandi
2017 J jnl
Towards Tunable Consensus Clustering for Studying Functional Brain Connectivity During Affective Processing.
Int. J. Neural Syst.
Chao Liu, Basel Abu-Jamous, Elvira Brattico, Asoke K. Nandi
2015 J jnl
Application of the Bi-CoPaM Method to Five Escherichia Coli Datasets Generated under Various Biological Conditions.
J. Signal Process. Syst.
Basel Abu-Jamous, Rui Fa, David Roberts, Asoke K. Nandi
2015 — conf
Clustering consistency in neuroimaging data analysis.
FSKD
Chao Liu, Basel Abu-Jamous, Elvira Brattico, Asoke K. Nandi
2015 Misc conf
CoCE-SMART: Consensus clustering based on enhanced splitting-merging awareness tactics.
ICASSP
Rui Fa, Basel Abu-Jamous, David Roberts, Asoke K. Nandi
2015 Misc conf
Scalable clustering based on enhanced-SMART for large-scale FMRI datasets.
ICASSP
Chao Liu, Rui Fa, Basel Abu-Jamous, Elvira Brattico, Asoke K. Nandi
2015 J jnl
UNCLES: method for the identification of genes differentially consistently co-expressed in a specific subset of datasets.
BMC Bioinform.
Basel Abu-Jamous, Rui Fa, David Roberts, Asoke K. Nandi
2014 — conf
Bi-CoPaM ensemble clustering application to five Escherichia coli bacterial datasets.
EUSIPCO
Basel Abu-Jamous, Rui Fa, David Roberts, Asoke K. Nandi
2014 J jnl
Comprehensive analysis of forty yeast microarray datasets reveals a novel subset of genes (APha-RiB) consistently negatively associated with ribosome biogenesis.
BMC Bioinform.
Basel Abu-Jamous, Rui Fa, David Roberts, Asoke K. Nandi
2014 Misc conf
M-N scatter plots technique for evaluating varying-size clusters and setting the parameters of Bi-CoPaM and Uncles methods.
ICASSP
Basel Abu-Jamous, Rui Fa, David Roberts, Asoke K. Nandi
2014 Misc conf
Splitting-while-merging framework for clustering high-dimension data with component-wise expectation conditional maximisation.
ICASSP
Rui Fa, Basel Abu-Jamous, David Roberts, Asoke K. Nandi
2013 — conf
Enhanced SMART framework for gene clustering using successive processing.
MLSP
Rui Fa, Basel Abu-Jamous, David Roberts, Asoke K. Nandi
2013 Misc conf
Identification of genes consistently co-expressed in multiple microarray datasets by a genome-wide Bi-CoPaM approach.
ICASSP
Basel Abu-Jamous, Rui Fa, David Roberts, Asoke K. Nandi
2013 J jnl
Linking Brain Responses to Naturalistic Music Through Analysis of Ongoing EEG and Stimulus Features.
IEEE Trans. Multim.
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
2013 — conf
Method for the identification of the subsets of genes specifically consistently co-expressed in a set of datasets.
MLSP
Basel Abu-Jamous, Rui Fa, David Roberts, Asoke K. Nandi
2013 — conf
Object based validation algorithm and its application to consensus clustering.
EUSIPCO
Rui Fa, Basel Abu-Jamous, Asoke K. Nandi
2012 — conf
Binarization of Consensus Partition Matrix for ensemble clustering.
EUSIPCO
Basel Abu-Jamous, Rui Fa, Asoke K. Nandi, David Roberts
2012 — conf
Comprehensive analysis of multiple microarray datasets by binarization of consensus partition matrix.
MLSP
Basel Abu-Jamous, Rui Fa, David Roberts, Asoke K. Nandi
2012 — conf
Development and evaluation of kernel-based clustering validity indices.
EUSIPCO
Rui Fa, Asoke K. Nandi, Basel Abu-Jamous