Basel Abu-Jamous

According to our database, Basel Abu-Jamous authored at least 20 papers between 2012 and 2020.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2020

Prediction of the onset of cardiovascular diseases from electronic health records using multi-task gated recurrent units.

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

CoRR, 2020

2017

Towards Tunable Consensus Clustering for Studying Functional Brain Connectivity During Affective Processing.

Chao Liu, Basel Abu-Jamous, Elvira Brattico, Asoke K. Nandi

Int. J. Neural Syst., 2017

Exploration of distance metrics in consensus clustering analysis of FMRI data.

Chao Liu, Elvira Brattico, Basel Abu-Jamous, Asoke K. Nandi

Proceedings of the 22nd International Conference on Digital Signal Processing, 2017

2015

Application of the Bi-CoPaM Method to Five Escherichia Coli Datasets Generated under Various Biological Conditions.

Basel Abu-Jamous, Rui Fa, David Roberts, Asoke K. Nandi

J. Signal Process. Syst., 2015

UNCLES: method for the identification of genes differentially consistently co-expressed in a specific subset of datasets.

Basel Abu-Jamous, Rui Fa, David Roberts, Asoke K. Nandi

BMC Bioinform., 2015

Scalable clustering based on enhanced-SMART for large-scale FMRI datasets.

Chao Liu, Rui Fa, Basel Abu-Jamous, Elvira Brattico, Asoke K. Nandi

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

CoCE-SMART: Consensus clustering based on enhanced splitting-merging awareness tactics.

Rui Fa, Basel Abu-Jamous, David Roberts, Asoke K. Nandi

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Clustering consistency in neuroimaging data analysis.

Chao Liu, Basel Abu-Jamous, Elvira Brattico, Asoke K. Nandi

Proceedings of the 12th International Conference on Fuzzy Systems and Knowledge Discovery, 2015

2014

Comprehensive analysis of forty yeast microarray datasets reveals a novel subset of genes (APha-RiB) consistently negatively associated with ribosome biogenesis.

Basel Abu-Jamous, Rui Fa, David Roberts, Asoke K. Nandi

BMC Bioinform., 2014

Splitting-while-merging framework for clustering high-dimension data with component-wise expectation conditional maximisation.

Rui Fa, Basel Abu-Jamous, David Roberts, Asoke K. Nandi

Proceedings of the IEEE International Conference on Acoustics, 2014

M-N scatter plots technique for evaluating varying-size clusters and setting the parameters of Bi-CoPaM and Uncles methods.

Basel Abu-Jamous, Rui Fa, David Roberts, Asoke K. Nandi

Proceedings of the IEEE International Conference on Acoustics, 2014

Bi-CoPaM ensemble clustering application to five Escherichia coli bacterial datasets.

Basel Abu-Jamous, Rui Fa, David Roberts, Asoke K. Nandi

Proceedings of the 22nd European Signal Processing Conference, 2014

2013

Linking Brain Responses to Naturalistic Music Through Analysis of Ongoing EEG and Stimulus Features.

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

IEEE Trans. Multim., 2013

Enhanced SMART framework for gene clustering using successive processing.

Rui Fa, Basel Abu-Jamous, David Roberts, Asoke K. Nandi

Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing, 2013

Method for the identification of the subsets of genes specifically consistently co-expressed in a set of datasets.

Basel Abu-Jamous, Rui Fa, David Roberts, Asoke K. Nandi

Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing, 2013

Identification of genes consistently co-expressed in multiple microarray datasets by a genome-wide Bi-CoPaM approach.

Basel Abu-Jamous, Rui Fa, David Roberts, Asoke K. Nandi

Proceedings of the IEEE International Conference on Acoustics, 2013

Object based validation algorithm and its application to consensus clustering.

Rui Fa, Basel Abu-Jamous, Asoke K. Nandi

Proceedings of the 21st European Signal Processing Conference, 2013

2012

Comprehensive analysis of multiple microarray datasets by binarization of consensus partition matrix.

Basel Abu-Jamous, Rui Fa, David Roberts, Asoke K. Nandi

Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing, 2012

Development and evaluation of kernel-based clustering validity indices.

Rui Fa, Asoke K. Nandi, Basel Abu-Jamous

Proceedings of the 20th European Signal Processing Conference, 2012

Binarization of Consensus Partition Matrix for ensemble clustering.

Basel Abu-Jamous, Rui Fa, Asoke K. Nandi, David Roberts

Proceedings of the 20th European Signal Processing Conference, 2012