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Mahmoud Al-Ayyoub, Ph.D. - Publications

Affiliations: 
2010 Computer Science Stony Brook University, Stony Brook, NY, United States 
Area:
Computer Science
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49 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2020 Al-Bdour G, Al-Qurran R, Al-Ayyoub M, Shatnawi A. Benchmarking open source deep learning frameworks International Journal of Electrical and Computer Engineering. 10: 5479-5486. DOI: 10.11591/Ijece.V10I5.Pp5479-5486  0.343
2020 AlZu'bi S, Shehab MA, Al-Ayyoub M, Jararweh Y, Gupta B. Parallel implementation for 3D medical volume fuzzy segmentation Pattern Recognition Letters. 130: 312-318. DOI: 10.1016/J.Patrec.2018.07.026  0.336
2020 Farhan W, Talafha B, Abuammar A, Jaikat R, Al-Ayyoub M, Tarakji AB, Toma A. Unsupervised dialectal neural machine translation Information Processing and Management. 57: 102181. DOI: 10.1016/J.Ipm.2019.102181  0.317
2020 Jararweh Y, Al-Ayyoub M, Al-Zoubi D, Benkhelifa E. An experimental framework for future smart cities using data fusion and software defined systems: The case of environmental monitoring for smart healthcare Future Generation Computer Systems. 107: 883-897. DOI: 10.1016/J.Future.2018.01.038  0.373
2020 Alawneh L, Shehab MA, Al-Ayyoub M, Jararweh Y, Al-Sharif ZA. A scalable multiple pairwise protein sequence alignment acceleration using hybrid CPU–GPU approach Cluster Computing. 1-12. DOI: 10.1007/S10586-019-03035-8  0.32
2019 Al-Ayyoub M, Khamaiseh AA, Jararweh Y, Al-Kabi MN. A comprehensive survey of arabic sentiment analysis Information Processing and Management. 56: 320-342. DOI: 10.1016/J.Ipm.2018.07.006  0.332
2019 Al-Smadi M, Talafha B, Al-Ayyoub M, Jararweh Y. Using long short-term memory deep neural networks for aspect-based sentiment analysis of Arabic reviews International Journal of Machine Learning and Cybernetics. 10: 2163-2175. DOI: 10.1007/S13042-018-0799-4  0.329
2019 Al-Ayyoub M, Alawneh E, Jararweh Y, Al-Smadi M, Gupta BB. Collaboration networks of arab biomedical researchers Multimedia Tools and Applications. 78: 33435-33455. DOI: 10.1007/S11042-018-6557-5  0.305
2019 Jararweh Y, Al-Ayyoub M, Fakirah M, Alawneh L, Gupta BB. Improving the performance of the needleman-wunsch algorithm using parallelization and vectorization techniques Multimedia Tools and Applications. 78: 3961-3977. DOI: 10.1007/S11042-017-5092-0  0.334
2019 Shatnawi A, AlZahouri Y, Shehab MA, Jararweh Y, Al-Ayyoub M. Toward a new approach for sorting extremely large data files in the big data era Cluster Computing. 22: 819-828. DOI: 10.1007/S10586-018-2860-1  0.358
2018 Jararweh Y, Issa MB, Daraghmeh M, Al-Ayyoub M, Alsmirat MA. Energy efficient dynamic resource management in cloud computing based on logistic regression model and median absolute deviation Sustainable Computing: Informatics and Systems. 19: 262-274. DOI: 10.1016/J.Suscom.2018.07.005  0.371
2018 Alawneh L, Rawashdeh E, Al-Ayyoub M, Jararweh Y. GPU parallelization of sequence segmentation using information theoretic models Simulation Modelling Practice and Theory. 86: 11-24. DOI: 10.1016/J.Simpat.2018.04.007  0.338
2018 Al-Smadi M, Al-Ayyoub M, Jararweh Y, Qawasmeh O. Enhancing Aspect-Based Sentiment Analysis of Arabic Hotels’ reviews using morphological, syntactic and semantic features Information Processing and Management. 56: 308-319. DOI: 10.1016/J.Ipm.2018.01.006  0.333
2018 Albadarneh J, Jararweh Y, Al-Ayyoub M, Fontes RdR, Al-Smadi M, Rothenberg CE. Cooperative mobile edge computing system for VANET-based software-defined content delivery Computers & Electrical Engineering. 71: 388-397. DOI: 10.1016/J.Compeleceng.2018.07.021  0.345
2018 Al-Ayyoub M, Al-andoli M, Jararweh Y, Smadi M, Gupta B. Improving fuzzy C-mean-based community detection in social networks using dynamic parallelism Computers & Electrical Engineering. 74: 533-546. DOI: 10.1016/J.Compeleceng.2018.01.003  0.362
2018 Al-Ayyoub M, Al-Mnayyis N, Alsmirat MA, Alawneh K, Jararweh Y, Gupta BB. SIFT based ROI extraction for lumbar disk herniation CAD system from MRI axial scans Journal of Ambient Intelligence and Humanized Computing. 1-9. DOI: 10.1007/S12652-018-0750-2  0.311
2018 Yaseen Q, Aldwairi M, Jararweh Y, Al-Ayyoub M, Gupta B. Collusion attacks mitigation in internet of things: a fog based model Multimedia Tools and Applications. 77: 18249-18268. DOI: 10.1007/S11042-017-5288-3  0.339
2018 Al-Ayyoub M, AlZu'bi S, Jararweh Y, Shehab MA, Gupta BB. Accelerating 3D medical volume segmentation using GPUs Multimedia Tools and Applications. 77: 4939-4958. DOI: 10.1007/S11042-016-4218-0  0.344
2017 Al-Ayyoub M, Alwajeeh A, Hmeidi I. An extensive study of authorship authentication of Arabic articles International Journal of Web Information Systems. 13: 85-104. DOI: 10.1108/Ijwis-03-2016-0011  0.36
2017 Al-Ayyoub M, Nuseir A, Alsmearat K, Jararweh Y, Gupta B. Deep learning for Arabic NLP: A survey Journal of Computational Science. 26: 522-531. DOI: 10.1016/J.Jocs.2017.11.011  0.362
2017 Al-Smadi M, Qawasmeh O, Al-Ayyoub M, Jararweh Y, Gupta B. Deep Recurrent neural network vs. support vector machine for aspect-based sentiment analysis of Arabic hotels’ reviews Journal of Computational Science. 27: 386-393. DOI: 10.1016/J.Jocs.2017.11.006  0.352
2017 AL-Smadi M, Jaradat Z, AL-Ayyoub M, Jararweh Y. Paraphrase identification and semantic text similarity analysis in Arabic news tweets using lexical, syntactic, and semantic features Information Processing and Management. 53: 640-652. DOI: 10.1016/J.Ipm.2017.01.002  0.359
2017 Al-Ayyoub M, Al-Quraan M, Jararweh Y, Benkhelifa E, Hariri SA. Resilient service provisioning in cloud based data centers Future Generation Computer Systems. 86: 765-774. DOI: 10.1016/J.Future.2017.07.005  0.329
2017 Al-Ayyoub M, Rabab'ah A, Jararweh Y, Al-Kabi MN, Gupta BB. Studying the controversy in online crowds’ interactions Applied Soft Computing. 66: 557-563. DOI: 10.1016/J.Asoc.2017.03.022  0.306
2017 Al-Ayyoub M, Jararweh Y, Rabab’ah A, Aldwairi M. Feature extraction and selection for Arabic tweets authorship authentication Journal of Ambient Intelligence and Humanized Computing. 8: 383-393. DOI: 10.1007/S12652-017-0452-1  0.364
2017 Jararweh Y, Al-Ayyoub M, Tawalbeh L, Darabseh A, Song H. Software-defined systems support for secure cloud computing based on data classification Annales Des TéLéCommunications. 72: 335-345. DOI: 10.1007/S12243-016-0549-0  0.357
2017 Shehab M, Al-Ayyoub M, Jararweh Y, Jarrah M. Accelerating compute-intensive image segmentation algorithms using GPUs The Journal of Supercomputing. 73: 1929-1951. DOI: 10.1007/S11227-016-1897-2  0.346
2017 Jararweh Y, Al-Ayyoub M, Al-Quraan M, Tawalbeh LA, Benkhelifa E. Delay-aware power optimization model for mobile edge computing systems Personal and Ubiquitous Computing. 21: 1067-1077. DOI: 10.1007/S00779-017-1032-2  0.346
2016 Jararweh Y, Al-Ayyoub M, Smadi MA, Obaidat I, Mohawesh R. Using Enhanced Lexicon-Based Approaches for the Determination of Aspect Categories and Their Polarities in Arabic Reviews International Journal of Information Technology and Web Engineering. 11: 15-31. DOI: 10.4018/Ijitwe.2016070102  0.348
2016 Al-Ayyoub M, Nuseir A, Kanaan G, Al-Shalabi R. Hierarchical Classifiers for Multi-Way Sentiment Analysis of Arabic Reviews International Journal of Advanced Computer Science and Applications. 7. DOI: 10.14569/Ijacsa.2016.070269  0.356
2016 Hmeidi I, Al-Ayyoub M, Mahyoub NA, Shehab MA. A lexicon based approach for classifying Arabic multi-labeled text International Journal of Web Information Systems. 12: 504-532. DOI: 10.1108/Ijwis-01-2016-0002  0.367
2016 Benkhelifa E, Welsh T, Tawalbeh L, Jararweh Y, Al-Ayyoub M. Leveraging Software-Defined-Networking for Energy Optimisation in Mobile-Cloud-Computing Procedia Computer Science. 94: 479-484. DOI: 10.1016/J.Procs.2016.08.074  0.346
2016 Al-Ayyoub M, Jararweh Y, Doulat A, Bany Salameh HA, Al Abed Al Aziz A, Alsmirat M, Khreishah AA. Virtualization-based Cognitive Radio Networks Journal of Systems and Software. 117: 15-29. DOI: 10.1016/J.Jss.2016.02.014  0.349
2016 Jararweh Y, Al-Ayyoub M, Darabseh A, Benkhelifa E, Vouk M, Rindos A. Software defined cloud: Survey, system and evaluation Future Generation Computer Systems. 58: 56-74. DOI: 10.1016/J.Future.2015.10.015  0.355
2016 Althebyan Q, Yaseen Q, Jararweh Y, Al-Ayyoub M. Cloud support for large scale e-healthcare systems Annales Des Telecommunications/Annals of Telecommunications. 1-13. DOI: 10.1007/S12243-016-0496-9  0.341
2016 Alsmirat MA, Jararweh Y, Al-Ayyoub M, Shehab MA, Gupta BB. Accelerating compute intensive medical imaging segmentation algorithms using hybrid CPU-GPU implementations Multimedia Tools and Applications. 1-19. DOI: 10.1007/S11042-016-3884-2  0.331
2016 Jarrah M, Al-Quraan M, Jararweh Y, Al-Ayyoub M. MedGraph: a graph-based representation and computation to handle large sets of images Multimedia Tools and Applications. 1-17. DOI: 10.1007/S11042-016-3262-0  0.326
2016 Althebyan Q, Jararweh Y, Yaseen Q, Alqudah O, Al-Ayyoub M. Evaluating map reduce tasks scheduling algorithms over cloud computing infrastructure Concurrency Computation. 27: 5686-5699. DOI: 10.1002/Cpe.3595  0.338
2015 Hmeidi I, Al-Ayyoub M, Abdulla NA, Almodawar AA, Abooraig R, Mahyoub NA. Automatic Arabic text categorization: A comprehensive comparative study Journal of Information Science. 41: 114-124. DOI: 10.1177/0165551514558172  0.369
2015 Darabseh A, Al-Ayyoub M, Jararweh Y, Benkhelifa E, Vouk M, Rindos A. A novel framework for software defined based secure storage systems Simulation Modelling Practice and Theory. DOI: 10.1016/J.Simpat.2016.05.003  0.343
2015 Al-Ayyoub M, Wardat M, Jararweh Y, Khreishah AA. Optimizing expansion strategies for ultrascale cloud computing data centers Simulation Modelling Practice and Theory. 58: 15-29. DOI: 10.1016/J.Simpat.2015.03.002  0.38
2015 Jaradat M, Jarrah M, Bousselham A, Jararweh Y, Al-Ayyoub M. The internet of energy: Smart sensor networks and big data management for smart grid Procedia Computer Science. 56: 592-597. DOI: 10.1016/J.Procs.2015.07.250  0.319
2015 Al-Ayyoub M, Abu-Dalo AM, Jararweh Y, Jarrah M, Al Sa’D M. A GPU-based implementations of the fuzzy C-means algorithms for medical image segmentation Journal of Supercomputing. 71: 3149-3162. DOI: 10.1007/S11227-015-1431-Y  0.347
2015 Al-Ayyoub M, Jararweh Y, Daraghmeh M, Althebyan Q. Multi-agent based dynamic resource provisioning and monitoring for cloud computing systems infrastructure Cluster Computing. 18: 919-932. DOI: 10.1007/S10586-015-0449-5  0.363
2014 Abdulla NA, Ahmed NA, Shehab MA, Al-Ayyoub M, Al-Kabi MN, Al-rifai S. Towards improving the lexicon-based approach for arabic sentiment analysis International Journal of Information Technology and Web Engineering. 9: 55-71. DOI: 10.4018/Ijitwe.2014070104  0.398
2014 Al-Ayyoub M, Gupta H. Truthful spectrum auctions with approximate social-welfare or revenue Ieee/Acm Transactions On Networking. 22: 1873-1885. DOI: 10.1109/Tnet.2013.2288317  0.456
2014 Jararweh Y, Jarrah M, Kharbutli M, Alshara Z, Alsaleh MN, Al-Ayyoub M. CloudExp: A comprehensive cloud computing experimental framework Simulation Modelling Practice and Theory. 49: 180-192. DOI: 10.1016/J.Simpat.2014.09.003  0.36
2011 Al-Ayyoub M, Irfan MT, Stork DG. Boosting multi-feature visual texture classifiers for the authentication of Jackson Pollock's drip paintings Proceedings of Spie - the International Society For Optical Engineering. 7869. DOI: 10.1117/12.873142  0.312
2010 Al-Ayyoub M, Gupta H. Joint routing, channel assignment, and scheduling for throughput maximization in general interference models Ieee Transactions On Mobile Computing. 9: 553-565. DOI: 10.1109/Tmc.2009.144  0.428
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