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ORCIDMohammed Al-Shalalfa
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2010 – 2019
- 2014
[j16]Ala Qabaja, Mohammed Alshalalfa, Eisa Alanazi
, Reda Alhajj:
Prediction of novel drug indications using network driven biological data prioritization and integration. J. Cheminformatics 6(1): 1 (2014)- 2013
- [j15]Mohammed Al-Shalalfa, Reda Alhajj:
Using context-specific effect of miRNAs to identify functional associations between miRNAs and gene signatures. BMC Bioinform. 14(S-12): S1 (2013) - [j14]Ala Qabaja, Mohammed Al-Shalalfa, Tarek A. Bismar, Reda Alhajj:
Protein network-based Lasso regression model for the construction of disease-miRNA functional interactions. EURASIP J. Bioinform. Syst. Biol. 2013: 3 (2013) - 2012
- [j13]Mohammed Al-Shalalfa, Tarek A. Bismar, Reda Alhajj:
Detecting Cancer Outlier Genes with Potential Rearrangement Using Gene Expression Data and Biological Networks. Adv. Bioinformatics 2012: 373506:1-373506:13 (2012) - [j12]Mohammed Alshalalfa:
MicroRNA Response Elements-Mediated miRNA-miRNA Interactions in Prostate Cancer. Adv. Bioinformatics 2012: 839837:1-839837:10 (2012) - [j11]Mohammed Alshalalfa, Gary D. Bader, Anna Goldenberg, Quaid Morris, Reda Alhajj:
Detecting microRNAs of high influence on protein functional interaction networks: a prostate cancer case study. BMC Syst. Biol. 6: 112 (2012) - [j10]Mona Okasha, Abdallah M. ElSheikh, Mohammed Al-Shalalfa, Ghada Naji, Reda Alhajj, Jon G. Rokne:
Functional characterization of drug-protein interactions network. Intell. Data Anal. 16(1): 137-152 (2012) - [j9]Mohammed Al-Shalalfa, Mehmet Tan, Ghada Naji, Reda Alhajj, Faruk Polat, Jon G. Rokne:
Revealing miRNA Regulation and miRNA Target Prediction Using Constraint-Based Learning. IEEE Trans. Syst. Man Cybern. Part C 42(6): 1354-1364 (2012) - [c11]Mohammed Al-Shalalfa, Reda Alhajj:
Integrating protein networks for identifying cooperative miRNA activity in disease gene signatures. BIBM 2012: 1-8 - [c10]Mohammed Al-Shalalfa, Ala Qabaja, Tarek A. Bismar, Reda Alhajj:
Functional characterization of miRNAs in prostate cancer using functional protein networks. CIBCB 2012: 1-8 - 2011
- [j8]Mohammed Al-Shalalfa, Ghada Naji, Ala Qabaja, Reda Alhajj, Jon G. Rokne:
Combining multiple perspective as intelligent agents into robust approach for biomarker detection in gene expression data. Int. J. Data Min. Bioinform. 5(3): 332-350 (2011) - [j7]Mohammed Al-Shalalfa, Tansel Özyer, Reda Alhajj, Jon G. Rokne:
Discovering cancer biomarkers: from DNA to communities of genes. Int. J. Netw. Virtual Organisations 8(1/2): 158-178 (2011) - [j6]Mehmet Tan, Mohammed Al-Shalalfa, Reda Alhajj, Faruk Polat:
Influence of Prior Knowledge in Constraint-Based Learning of Gene Regulatory Networks. IEEE ACM Trans. Comput. Biol. Bioinform. 8(1): 130-142 (2011) - [j5]Faraz Rasheed, Mohammed Al-Shalalfa, Reda Alhajj:
Efficient Periodicity Mining in Time Series Databases Using Suffix Trees. IEEE Trans. Knowl. Data Eng. 23(1): 79-94 (2011) - 2010
- [j4]Keivan Kianmehr, Mohammed Al-Shalalfa, Reda Alhajj:
Fuzzy clustering-based discretization for gene expression classification. Knowl. Inf. Syst. 24(3): 441-465 (2010) - [p2]Mohammad Khabbaz, Keivan Kianmehr, Mohammed Al-Shalalfa, Reda Alhajj:
An Integrated Framework for Fuzzy Classification and Analysis of Gene Expression Data. Strategic Advancements in Utilizing Data Mining and Warehousing Technologies 2010: 151-177
2000 – 2009
- 2009
- [j3]Mohammed Al-Shalalfa, Reda Alhajj:
Cancer class prediction: Two stage clustering approach to identify informative genes. Intell. Data Anal. 13(4): 671-686 (2009) - [j2]Faraz Rasheed, Mohammed Al-Shalalfa, Reda Alhajj:
Adaptive Machine Learning Technique for Periodicity Detection in Biological Sequences. Int. J. Neural Syst. 19(1): 11-24 (2009) - [c9]Ala Qabaja, Mohammed Al-Shalalfa, Reda Alhajj, Jon G. Rokne:
Multiagent Approach for Identifying Cancer Biomarkers. BIBM 2009: 228-233 - [p1]Mohammed Al-Shalalfa, Ala Qabaja, Reda Alhajj, Jon G. Rokne:
Identifying Disease-Related Biomarkers by Studying Social Networks of Genes. Innovations in Swarm Intelligence 2009: 237-253 - [r1]Mohammed Al-Shalalfa:
Data Pattern Tutor for AprioriAll and PrefixSpan. Encyclopedia of Data Warehousing and Mining 2009: 531-537 - 2008
- [j1]Mohammad Khabbaz, Keivan Kianmehr, Mohammed Al-Shalalfa, Reda Alhajj:
Effectiveness of Fuzzy Classifier Rules in Capturing Correlations between Genes. Int. J. Data Warehous. Min. 4(4): 62-83 (2008) - [c8]Mohammed Al-Shalalfa, Reda Alhajj, Jon G. Rokne:
Combining singular value decomposition and t-test into hybrid approach for significant gene extraction from microarray data. BIBE 2008: 1-6 - [c7]Mohammed Al-Shalalfa, Reda Alhajj:
Motif Location Prediction by Divide and Conquer. BIRD 2008: 102-113 - [c6]Mehmet Tan, Mohammed Al-Shalalfa, Reda Alhajj, Faruk Polat:
Combining multiple types of biological data in constraint-based learning of gene regulatory networks. CIBCB 2008: 90-97 - [c5]Keivan Kianmehr, Mohammed Al-Shalalfa, Reda Alhajj:
Effectiveness of Fuzzy Discretization for Class Association Rule-Based Classification. ISMIS 2008: 298-308 - 2007
- [c4]Mohammed Al-Shalalfa, Reda Alhajj:
Attractive Feature Reduction Approach for Colon Data Classification. AINA Workshops (1) 2007: 678-683 - [c3]Mohammed Al-Shalalfa, Reda Alhajj:
Application of Double Clustering to Gene Expression Data for Class Prediction. AINA Workshops (1) 2007: 733-738 - [c2]Mohammad Khabbaz, Keivan Kianmehr, Mohammed Al-Shalalfa, Reda Alhajj:
Fuzzy Classifier Based Feature Reduction for Better Gene Selection. DaWaK 2007: 334-344 - [c1]Faraz Rasheed, Mohammed Al-Shalalfa, Reda Alhajj:
Adapting Machine Learning Technique for Periodicity Detection in Nucleosomal Locations in Sequences. IDEAL 2007: 870-879
Coauthor Index
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