לואי עבדאלה

ד"ר לואי עבדאלה
Dr. Loai Abdallah

דיסציפלינות ראשיותMain Disciplines
דיסציפלינות משניותSecondary Disciplines
תחומי מחקר / מילות מפתחKeywords
פרסומים ויצירות עיקריים / עדכנייםMain / Recent Publications
  • Abdallah, L.; Badarna, M.; Khalifa, W.; Yousef, M. MultiKOC: Multi-One-Class Classifier Based K-Means Clustering. Algorithms 2021, 14, 134.

  • AbdAllah L., Yousef M., 2020. " GrpClassifierEC: A Novel Classification Approach Based on the Ensemble Clustering Space ". Algorithms Mol Biol 2020. IF 1.585 Q1 (equal contribution)

  • Lavi Y., AbdAllah L. 2019. "Decision Trees based Image Segmentation using Ensemble Clustering". Journal of Scientific Research. (Loai, has the major contribution)

  • Abdallah L, Badarna M, Khalifa W, and Yousef M. 2019, “K – Means Based One-Class SVM Classifier". 10th International Workshop on Biological Knowledge Discovery from Data (BIOKDD), Austria. (acceptance rate 35%)

  • Yousef M., AbdAllah L., Allmer J. 2019. "maTE: Discovering Expressed MicroRNA - Target Interactions". Journal of Bioinformatics.. IF: 5.481

  • Abdallah L, and Yousef M. 2018, "Decision Trees Applied on Ensemble Clustering Distance Space ". 20th International Conference on Data Mining (ICDM), Turkey (Best paper presentation award). (acceptance rate 12%)

  • AbdAllah L., and Kaiyal M. 2018. "Distances over Incomplete Diabetes and Breast Cancer Data Based on Bhattacharyya Distance". International Journal of Medical, Health Science. Vol. 12, No. 8., IF. 3.51

  • Abdallah L, and Yousef M. 2018, “Ensemble Clustering based Dimensional Reduction". 9th International Workshop on Biological Knowledge Discovery from Data (BIOKDD), Germany.

  • Abdallah L. and Shimshoni, I. 2018, "Clustering Algorithms for Incomplete Datasets". Recent Applications in Data Clustering, IntechOpen, 265-278

  • AbdAllah L., Khalifa W., Louise C.Showe., and Yousef M. 2017. "Selection of Significant Clusters of Genes based on Ensemble Clustering and Recursive Cluster Elimination (RCE)". International Journal of Proteomics & Bioinformatics, , Vol. 10, No. 8., Q3, IF:0. (equal contribution)

  • Yousef M., Dawit N., AbdAllah L. 2017. "Automatic Categorization of PubMed microRNA Target Abstracts Based on Text Classification Techniques". Journal of Applied Bioinformatics & Computational Biology, Vol: 6 Issue: 3 IF:1.0 Q:non (equal contribution)

  • AbdAllah, L. and Shimshoni I. 2016. "Lookahead Selective Sampling for Incomplete Data". International Journal of Applied Mathematics and Computer Science, Vol. 26, No. 4. IF. 1.5 Q1 (equal contribution)

  • Abdallah L, and Shimshoni I. 2016, " K-Means over Incomplete Datasets using Mean Euclidean Distance". 13th International Conference on Machine Learning and Data Mining (MLDM), USA, 113-127. (acceptance rate 33% )

  • Yousef M., Khalifa W., and AbdAllah L. 2016. "Ensemble Clustering Classification Compete SVM and One-Class Classifiers Applied on Plant microRNAs Data". International Journal of Integrative Bioinformatics, Vol. 13, No. 5. Q3 IF. 0.43 (equal contribution)

מענקים ופרסים | Grants and Awards

Award icon

 

MAGNET program of the Ministry of Industry and Commerce

450mm Metro consortiums, "Active Learning and Selective Sampling".

בשיתוף עם Prof. Ilan Shimshoni, University of Haifa, Department of Information Systems.

Award icon

 

MAGNET program of the Ministry of Industry and Commerce

The IMG4 Consortium, "Active Learning and Selective Sampling".

בשיתוף עם Prof. Ilan Shimshoni, University of Haifa, Department of Information Systems.