Attractive Feature Reduction Approach for Colon Data Classification. - Mohammed Al-Shalalfa; Reda Alhajj (AINA Workshops (1), 2007)

Application of Double Clustering to Gene Expression Data for Class Prediction. - Mohammed Al-Shalalfa; Reda Alhajj (AINA Workshops (1), 2007)

Fuzzy Classifier Based Feature Reduction for Better Gene Selection. - Mohammad Khabbaz; Keivan Kianmehr; Mohammed Al-Shalalfa; Reda Alhajj (DaWaK, 2007)

Adapting Machine Learning Technique for Periodicity Detection in Nucleosomal Locations in Sequences. - Faraz Rasheed; Mohammed Al-Shalalfa; Reda Alhajj (IDEAL, 2007)

Combining singular value decomposition and t-test into hybrid approach for significant gene extraction from microarray data. - Mohammed Al-Shalalfa; Reda Alhajj; Jon G. Rokne (BIBE, 2008)

Motif Location Prediction by Divide and Conquer. - Mohammed Al-Shalalfa; Reda Alhajj (BIRD, 2008)

Combining multiple types of biological data in constraint-based learning of gene regulatory networks. - Mehmet Tan; Mohammed Al-Shalalfa; Reda Alhajj; Faruk Polat (CIBCB, 2008)

Effectiveness of Fuzzy Discretization for Class Association Rule-Based Classification. - Keivan Kianmehr; Mohammed Al-Shalalfa; Reda Alhajj (ISMIS, 2008)

Effectiveness of Fuzzy Classifier Rules in Capturing Correlations between Genes. - Mohammad Khabbaz; Keivan Kianmehr; Mohammed Al-Shalalfa; Reda Alhajj (Int. J. Data Warehous. Min., 2008)

Multiagent Approach for Identifying Cancer Biomarkers. - Ala Qabaja; Mohammed Al-Shalalfa; Reda Alhajj; Jon G. Rokne (BIBM, 2009)

Cancer class prediction: Two stage clustering approach to identify informative genes. - Mohammed Al-Shalalfa; Reda Alhajj (Intell. Data Anal., 2009)

Adaptive Machine Learning Technique for Periodicity Detection in Biological Sequences. - Faraz Rasheed; Mohammed Al-Shalalfa; Reda Alhajj (Int. J. Neural Syst., 2009)

Data Pattern Tutor for AprioriAll and PrefixSpan. - Mohammed Al-Shalalfa (Encyclopedia of Data Warehousing and Mining, 2009)

Identifying Disease-Related Biomarkers by Studying Social Networks of Genes. - Mohammed Al-Shalalfa; Ala Qabaja; Reda Alhajj; Jon G. Rokne (Innovations in Swarm Intelligence, 2009)

An Integrated Framework for Fuzzy Classification and Analysis of Gene Expression Data. - Mohammad Khabbaz; Keivan Kianmehr; Mohammed Al-Shalalfa; Reda Alhajj (Strategic Advancements in Utilizing Data Mining and Warehousing Technologies, 2010)

Fuzzy clustering-based discretization for gene expression classification. - Keivan Kianmehr; Mohammed Al-Shalalfa; Reda Alhajj (Knowl. Inf. Syst., 2010)

Combining multiple perspective as intelligent agents into robust approach for biomarker detection in gene expression data. - Mohammed Al-Shalalfa; Ghada Naji; Ala Qabaja; Reda Alhajj; Jon G. Rokne (Int. J. Data Min. Bioinform., 2011)

Discovering cancer biomarkers: from DNA to communities of genes. - Mohammed Al-Shalalfa; Tansel Özyer; Reda Alhajj; Jon G. Rokne (Int. J. Netw. Virtual Organisations, 2011)

Influence of Prior Knowledge in Constraint-Based Learning of Gene Regulatory Networks. - Mehmet Tan; Mohammed Al-Shalalfa; Reda Alhajj; Faruk Polat (IEEE ACM Trans. Comput. Biol. Bioinform., 2011)

Efficient Periodicity Mining in Time Series Databases Using Suffix Trees. - Faraz Rasheed; Mohammed Al-Shalalfa; Reda Alhajj (IEEE Trans. Knowl. Data Eng., 2011)

Integrating protein networks for identifying cooperative miRNA activity in disease gene signatures. - Mohammed Al-Shalalfa; Reda Alhajj (BIBM, 2012)

Functional characterization of miRNAs in prostate cancer using functional protein networks. - Mohammed Al-Shalalfa; Ala Qabaja; Tarek A. Bismar; Reda Alhajj (CIBCB, 2012)

Detecting Cancer Outlier Genes with Potential Rearrangement Using Gene Expression Data and Biological Networks. - Mohammed Al-Shalalfa; Tarek A. Bismar; Reda Alhajj (Adv. Bioinformatics, 2012)

MicroRNA Response Elements-Mediated miRNA-miRNA Interactions in Prostate Cancer. - Mohammed Alshalalfa (Adv. Bioinformatics, 2012)

Detecting microRNAs of high influence on protein functional interaction networks: a prostate cancer case study. - Mohammed Alshalalfa; Gary D. Bader; Anna Goldenberg; Quaid Morris; Reda Alhajj (BMC Syst. Biol., 2012)

Functional characterization of drug-protein interactions network. - Mona Okasha; Abdallah M. ElSheikh; Mohammed Al-Shalalfa; Ghada Naji; Reda Alhajj; Jon G. Rokne (Intell. Data Anal., 2012)

Revealing miRNA Regulation and miRNA Target Prediction Using Constraint-Based Learning. - Mohammed Al-Shalalfa; Mehmet Tan; Ghada Naji; Reda Alhajj; Faruk Polat; Jon G. Rokne (IEEE Trans. Syst. Man Cybern. Part C, 2012)

Using context-specific effect of miRNAs to identify functional associations between miRNAs and gene signatures. - Mohammed Al-Shalalfa; Reda Alhajj (BMC Bioinform., 2013)

Protein network-based Lasso regression model for the construction of disease-miRNA functional interactions. - Ala Qabaja; Mohammed Al-Shalalfa; Tarek A. Bismar; Reda Alhajj (EURASIP J. Bioinform. Syst. Biol., 2013)

Prediction of novel drug indications using network driven biological data prioritization and integration. - Ala Qabaja; Mohammed Alshalalfa; Eisa Alanazi; Reda Alhajj (J. Cheminformatics, 2014)