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2020 – today
- 2020
[i1]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 abs/2007.08491 (2020)
2010 – 2019
- 2017
- [j5]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): 1650042:1-1650042:16 (2017) - [c14]Chao Liu, Elvira Brattico, Basel Abu-Jamous, Asoke K. Nandi:
Exploration of distance metrics in consensus clustering analysis of FMRI data. DSP 2017: 1-5 - 2015
- [j4]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: 184:1-184:19 (2015) - [j3]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): 159-166 (2015) - [c13]Chao Liu, Basel Abu-Jamous, Elvira Brattico, Asoke K. Nandi:
Clustering consistency in neuroimaging data analysis. FSKD 2015: 1118-1122 - [c12]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: 962-966 - [c11]Rui Fa, Basel Abu-Jamous, David Roberts, Asoke K. Nandi:
CoCE-SMART: Consensus clustering based on enhanced splitting-merging awareness tactics. ICASSP 2015: 2011-2015 - 2014
- [j2]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: 322 (2014) - [c10]Basel Abu-Jamous, Rui Fa, David Roberts, Asoke K. Nandi:
Bi-CoPaM ensemble clustering application to five Escherichia coli bacterial datasets. EUSIPCO 2014: 2485-2489 - [c9]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: 2932-2936 - [c8]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: 6726-6730 - 2013
- [j1]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): 1060-1069 (2013) - [c7]Rui Fa, Basel Abu-Jamous, Asoke K. Nandi:
Object based validation algorithm and its application to consensus clustering. EUSIPCO 2013: 1-5 - [c6]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: 1172-1176 - [c5]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: 1-6 - [c4]Rui Fa, Basel Abu-Jamous, David Roberts, Asoke K. Nandi:
Enhanced SMART framework for gene clustering using successive processing. MLSP 2013: 1-6 - 2012
- [c3]Rui Fa, Asoke K. Nandi, Basel Abu-Jamous:
Development and evaluation of kernel-based clustering validity indices. EUSIPCO 2012: 634-638 - [c2]Basel Abu-Jamous, Rui Fa, Asoke K. Nandi, David Roberts:
Binarization of Consensus Partition Matrix for ensemble clustering. EUSIPCO 2012: 2193-2197 - [c1]Basel Abu-Jamous, Rui Fa, David Roberts, Asoke K. Nandi:
Comprehensive analysis of multiple microarray datasets by binarization of consensus partition matrix. MLSP 2012: 1-6
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