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mohammad abdullah alsmirat
• Department of Computer Science - Faculty Member

  • Ph.D. of Computer Engineering from Wayne State University, 2013
  • Msc. of Computer Science from NYIT, 2003
  • Bsc. of Computer Science from Jordan University of Science and Technology, 2002

    Publications
  • Sarhan, Nabil J and Alsmirat, Mohammad A and Al-Hadrusi, Musab, "Waiting-time prediction in scalable on-demand video streaming," ACM Transactions on Multimedia Computing, Communications, and Applications (TOMM), vol. 6, no. , pp. 0-0, 2010, ACM
  • Alsmirat, Mohammad A and Sarhan, Nabil J, "Detailed performance and waiting-time predictability analysis of scheduling options in on-demand video streaming," Journal on Image and Video Processing, vol. 2010, no. , pp. 0-0, 2010, Hindawi Publishing Corp.
  • Al-Ayyoub, Mahmoud and Jararweh, Yaser and Doulat, Ahmad and Salameh, Haythem A Bany and Al Aziz, Ahmad Al Abed and Alsmirat, Mohammad and Khreishah, Abdallah A, "Virtualization-based cognitive radio networks," Journal of Systems and Software, vol. 117, no. , pp. 15-29, 2016, Elsevier
  • Alsmirat, Mohammad A and Sarhan, Nabil J, "Detailed performance and waiting-time predictability analysis of scheduling options in on-demand video streaming," Journal on Image and Video Processing, vol. 2010, no. , pp. 0-0, 2010, Hindawi Publishing Corp.
  • Alsmirat, Mohammad A and Jararweh, Yaser and Obaidat, Islam and Gupta, Brij B, "Automated wireless video surveillance: an evaluation framework," Journal of Real-Time Image Processing, vol. 13, no. , pp. 527-546, 2017, Springer Berlin Heidelberg
  • Alsmirat, Mohammad A and Jararweh, Yaser and Obaidat, Islam and Gupta, Brij B, "Internet of surveillance: a cloud supported large-scale wireless surveillance system," The Journal of Supercomputing, vol. 73, no. , pp. 973-992, 2017, Springer US
  • Alsmirat, Mohammad A and Jararweh, Yaser and Al-Ayyoub, Mahmoud and Shehab, Mohammed A and Gupta, Brij B, "Accelerating compute intensive medical imaging segmentation algorithms using hybrid CPU-GPU implementations," Multimedia Tools and Applications, vol. 76, no. , pp. 3537-3555, 2017, Springer US
  • Tashtoush, Yahya M and Alsmirat, Mohammad A and Alghadi, Tasneem, "Geometric sequence based multipath routing protocol for multi-hop ad hoc networks," International Journal of Pervasive Computing and Communications, vol. 12, no. , pp. 394-407, 2016, Emerald Group Publishing Limited
  • Alsmirat, Mohammad A and Obaidat, Islam and Jararweh, Yaser and Al-Saleh, Mohammed, "A security framework for cloud-based video surveillance system," Multimedia Tools and Applications, vol. 76, no. , pp. 22787-22802, 2017, Springer US
  • Jararweh, Yaser and Alsmirat, Mohammad A and Al-Zaboon, Muneer and SALAMEH, HAYTHEM A and Badarneh, Osamah S, "A Multi-Hop Multicasting Routing Protocol for Cognitive Radio Networks.," Adhoc \& Sensor Wireless Networks, vol. 39, no. , pp. 0-0, 2017
  • Alsmirat, Mohammad A and Al-Alem, Fatimah and Al-Ayyoub, Mahmoud and Jararweh, Yaser and Gupta, Brij, "Impact of digital fingerprint image quality on the fingerprint recognition accuracy," Multimedia Tools and Applications, vol. , no. , pp. 1-40, 2018, Springer US
  • Alsmirat, Mohammad A and Sarhan, Nabil J, "Cross-layer optimization for many-to-one wireless video streaming systems," Multimedia Tools and Applications, vol. , no. , pp. 1-23, 2018, Springer US
  • Al-Ayyoub, Mahmoud and Al-Mnayyis, Nusaiba and Alsmirat, Mohammad A and Alawneh, Khaled and Jararweh, Yaser and Gupta, Brij B, "SIFT based ROI extraction for lumbar disk herniation CAD system from MRI axial scans," Journal of Ambient Intelligence and Humanized Computing, vol. , no. , pp. 1-9, 2018, Springer Berlin Heidelberg
  • Jararweh, Yaser and Issa, Manar Bani and Daraghmeh, Mustafa and Al-Ayyoub, Mahmoud and Alsmirat, Mohammad A, "Energy efficient dynamic resource management in cloud computing based on logistic regression model and median absolute deviation," Sustainable Computing: Informatics and Systems, vol. 19, no. , pp. 262-274, 2018, Elsevier
  • Bani Baker, Qanita and Alsmirat, Mohammad A. and Balhaf, Khaled and Shehab, Mohammed A., "Accelerating white blood cells image segmentation using GPUs," Concurrency and Computation: Practice and Experience, vol. 0, no. , pp. 0-0,
  • M Alsmirat and Y Jararweh and M Al-Ayyoub, "Speeding {DBLP} querying using hadoop and spark," {IOP} Conference Series: Materials Science and Engineering, vol. 459, no. , pp. 0-0, 2018, {IOP} Publishing
  • AlZu'bi, Shadi and AlQatawneh, Sokyna and ElBes, Mohammad and Alsmirat, Mohammad, "Transferable HMM probability matrices in multi-orientation geometric medical volumes segmentation," Concurrency and Computation: Practice and Experience, vol. 0, no. , pp. 0-0,
  • Mohammad Al-Zinati and Taha Almasri and Mohammad Alsmirat and Yaser Jararweh, "Enabling multiple health security threats detection using mobile edge computing," Simulation Modelling Practice and Theory, vol. , no. , pp. 0-0, 2019
  • Asma?a Al-Mnayyis, Sanaa Abu Alasal, Mohammad Alsmirat, Qanita Bani Baker, Shadi AlZu?bi, "Lumbar disk 3D modeling from limited number of MRI axial slices," International Journal of Electrical and Computer Engineering (IJECE), vol. , no. , pp. 4101-4108, 2020
  • Yousef Shatnawi, Mohammad Alsmirat, Mahmoud Al-Ayyoub, "Face Recognition using Eigen-faces and ExtensionNeural Network," , 2019, pp. 0-0
  • M. {Ebrahim} and M. {Al-Ayyoub} and M. A. {Alsmirat}, "Will Transfer Learning Enhance ImageNet Classification Accuracy Using ImageNet-Pretrained Models?," , 2019, pp. 211-216
  • M. {Ebrahim} and M. {Al-Ayyoub} and M. {Alsmirat}, "Determine Bipolar Disorder Level from Patient Interviews Using Bi-LSTM and Feature Fusion," , 2018, pp. 182-189
  • Alsmirat, Mohammad A and Al-Hadrusi, Musab and Sarhan, Nabil J, "Analysis of waiting-time predictability in scalable media streaming," , 2007, pp. 727-736, ACM
  • Alawneh, Khaled and Al-dwiekat, Mays and Alsmirat, Mohammad and Al-Ayyoub, Mahmoud, "Computer-aided diagnosis of lumbar disc herniation," , 2015, pp. 286-291, IEEE
  • Alsmirat, Mohammad A and Sarhan, Nabil J, "Predictive cost-based scheduling for scalable media streaming," , 2008, pp. 857-860, IEEE
  • Alsmirat, Mohammad A and Al-Rifai, Saleh Yousef and Sababha, Belal H, "Reducing Message Loss in DSRC Networks using Dynamic Distribution of Safety Messages over EDCA Access Categories," , 2015, pp. 0-0
  • Alsmirat, Mohammad A and Sarhan, Nabil J, "Cross-layer optimization and effective airtime estimation for wireless video streaming," , 2012, pp. 1-7, IEEE
  • Alsmirat, Mohammad A and Sarhan, Nabil J, "Performance and Waiting-Time Predictability Analysis of Design Options in Cost-Based Scheduling for Scalable Media Streaming," , 2009, pp. 150-162, Springer, Berlin, Heidelberg
  • Obaidat, Islam and Alsmirat, Mohammad and Jararweh, Yaser, "Completing ieee 802.11 e implementation in ns-3," , 2016, pp. 190-195, IEEE
  • Alsmirat, Mohammad A, "Musab Al-Hadrusi, Nabil J. Sarhan, Analysis of waiting-time predictability in scalable media streaming," , 2007, pp. 0-0
  • Jararweh, Yaser and Doulat, Ahmad and Darabseh, Ala and Alsmirat, Mohammad and Al-Ayyoub, Mahmoud and Benkhelifa, Elhadj, "SDMEC: Software defined system for mobile edge computing," , 2016, pp. 88-93, IEEE
  • Al-Ayyoub, Mahmoud and AlZu'bi, Shadi M and Jararweh, Yaser and Alsmirat, Mohammad A, "A GPU-based breast cancer detection system using Single Pass Fuzzy C-Means clustering algorithm," , 2016, pp. 650-654, IEEE
  • Al-alem, Fatimah and Alsmirat, Mohammad A and Al-Ayyoub, Mahmoud, "On the road to the internet of biometric things: a survey of fingerprint acquisition technologies and fingerprint databases," , 2016, pp. 1-6, IEEE
  • Ekhtoom, Duaa and Al-Ayyoub, Mahmoud and Al-Saleh, Mohammed and Alsmirat, Mohammad and Hmeidi, Ismail, "A compression-based technique to classify metamorphic malware," , 2016, pp. 1-6, IEEE
  • Alsmirat, Mohammad and Sarhan, Nabil J, "Cross-layer optimization for automated video surveillance," , 2016, pp. 243-246, IEEE
  • Tashtoush, Yahya M and Al-Soud, Majd and Fraihat, Manar and Al-Sarayrah, Walaa and Alsmirat, Mohammad A, "Adaptive e-learning web-based English tutor using data mining techniques and Jackson's learning styles," , 2017, pp. 86-91, IEEE
  • Balhaf, Khaled and Alsmirat, Mohammad A and Al-Ayyoub, Mahmoud and Jararweh, Yaser and Shehab, Mohammed A, "Accelerating Levenshtein and Damerau edit distance algorithms using GPU with unified memory," , 2017, pp. 7-11, IEEE
  • Ababneh, Ahmad and Al-Ayyoub, Mahmoud and Jararweh, Yaser and Alsmirat, Mohammad, "Collision-free anycast transmission scheduling in UWSNs," , 2017, pp. 207-212, IEEE
  • Issa, Manar Bani and Daraghmeh, Mustafa and Jararweh, Yaser and Al-Ayyoub, Mahmoud and Alsmirat, Mohammad and Benkhelifa, Elhadj, "Using Logistic Regression to Improve Virtual Machines Management in Cloud Computing Systems," , 2017, pp. 628-635, IEEE
  • Alsmirat, Mohammad A and Qawasmeh, Ethar and Al-Ayyoub, Mahmoud and Damer, Nour Alhuda and Jararweh, Yaser, "Building an Image Database for Studying Image Retargeting," , 2017, pp. 457-462, IEEE
  • Ebrahim, Maad and Alsmirat, Mohammad and Al-Ayyoub, Mahmoud, "Performance study of augmentation techniques for HEp2 CNN classification," , 2018, pp. 163-168, IEEE
  • Mthunzi, Siyakha N and Benkhelifa, Elhadj and Alsmirat, Mohammad A and Jararweh, Yaser, "Analysis of VM communication for VM-based cloud security systems," , 2018, pp. 182-188, IEEE
  • Alsmirat, Mohammad A and Al--Hadrusi, Musab and Jararweh, Yaser, "Multimedia Systems Power/Energy Reduction Architectural Techniques: a Survey," , 2017, pp. 1-6, IEEE
  • Alasal, Sanaa Abu and Alsmirat, Mohammad and Baker, Qanita Bani and Jararweh, Yaser, "Improving Passive 3D Model Reconstruction using Image Enhancement," , 2018, pp. 1-7, IEEE
  • Alsmirat, M and Jararweh, Y and Al-Ayyoub, M, "Speeding DBLP querying using hadoop and spark," , 2018, pp. 0-0, IOP Publishing
  • AlZu'bi, Shadi and Al-Qatawneh, Sokyna and Alsmirat, Mohammad, "Transferable HMM Trained Matrices for Accelerating Statistical Segmentation Time," , 2018, pp. 172-176, IEEE
  • Al-Saleh, Mohammed I and Alsmirat, Mohammad A and Jararweh, Yaser and Obaidat, Islam, "A Unified Key Distribution and Session Management Protocol for Mobile Video Surveillance Systems," , 2018, pp. 234-238, IEEE
  • Ebrahim, Maad and Al-Ayyoub, Mahmoud and Alsmirat, Mohammad, "Determine Bipolar Disorder Level from Patient Interviews Using Bi-LSTM and Feature Fusion," , 2018, pp. 182-189, IEEE
  • Q. B. {Baker} and T. A. {Zaitoun} and S. {Banat} and E. {Eaydat} and M. {Alsmirat}, "Automated Detection of Benign and Malignant in Breast Histopathology Images," , 2018, pp. 1-5
  • H. {Al-Theiabat} and M. {Al-Ayyoub} and M. {Alsmirat} and M. {Aldwair}, "A Deep Learning Approach for Amazon EC2 Spot Price Prediction," , 2018, pp. 1-5
  • Y. {Shatnawi} and M. {Alsmirat} and M. {Al-Ayyoub} and M. {Aldwairi}, "The Impact of the Number of Eigen-Faces on the Face Recognition Accuracy using Different Distance Measures," , 2018, pp. 1-5
  • Y. {Tashtoush} and M. N. {AlRashdan} and O. {Salameh} and M. {Alsmirat}, "Swagger-based jQuery Ajax Validation," , 2019, pp. 69-72
  • D. R. {Mohammad} and S. {Al-Momani} and Y. M. {Tashtoush} and M. {Alsmirat}, "A Comparative Analysis of Quality Assurance Automated Testing Tools for Windows Mobile Applications," , 2019, pp. 414-419
  • Jararweh, Yaser and Alsmirat, Mohammad and Al-Ayyoub, Mahmoud and Benkhelifa, Elhadj and Darabseh, Ala? and Gupta, Brij and Doulat, Ahmad, Software-defined system support for enabling ubiquitous mobile edge computing, Oxford University Press, 2017
  • "A Record Linkage-Based Data Deduplication Framework with DataCleaner Extension", Multimodal Technologies and Interaction
  • "A multi-hop multicasting routing protocol for cognitive radio networks", Adhoc & Sensor Wireless Networks
  • "A security framework for cloud-based video surveillance system", Multimedia Tools and Applications
  • "Accelerating White Blood Cells Image Segmentation Using GPUs", Concurrency and Computation: Practice and Experience
  • "Advanced disk herniation computer aided diagnosis system", Scientific Reports
  • "Building an image set for modeling image re-targeting using deep learning", Simulation Modelling Practice and Theory
  • "Cross-layer optimization for many-to-one wireless video streaming systems", Multimedia Tools and Applications
  • "Deep Learning based Disk Herniation Computer Aided Diagnosis System from MRI Axial Scans", IEEE Access
  • "Enabling Multiple Health Security Threats Detection using Mobile Edge Computing", Simulation Modelling Practice and Theory
  • "Energy efficient dynamic resource management in cloud computing based on logistic regression model and median absolute deviation", Sustainable Computing Informatics and Systems
  • "Impact of digital fingerprint image quality on the fingerprint recognition accuracy", Multimedia Tools and Applications
  • "Intelligent Optimization for Automated Video Surveillance at the Edge: A Cross-Layer approach", Simulation Modelling Practice and Theory
  • "Performance of Design Options of Automated ARIMA Model Construction for Dynamic Vehicle GPS Location Prediction", Simulation Modelling Practice and Theory
  • "SIFT based ROI extraction for lumbar disk herniation CAD system from MRI axial scans", Journal of Ambient Intelligence and Humanized Computing
  • "Software-De fi ned System Support for Enabling Ubiquitous Mobile Edge Computing", The Computer Journal
  • "Transferable HMM probability matrices in Multi-Orientation Geometric Medical Volumes Segmentation", Concurrency and Computation: Practice and Experience
  • "Video coding deep learning-based modeling for long life video streaming over next network generation", Cluster Computing
  • "iHELP: a model for instant learning of video coding in VR/AR real-time applications", Multimedia Tools and Applications
  • Acting Head of Department, Department of Computer Science, Sep 2018 - Sep 2019
  • Deputy Head of Department, Department of Computer Science, Sep 2017 - Sep 2018
  • Faculty Member, Department of Computer Science, Sep 2013 - Present
  • Research and Development Engeneer, General Motors, U.S.A, Jan 2013- Sep 2013
  • ADVANCED OPERATING SYSTEMS
  • C++ PROGRAMMING LANGUAGE
  • COMPREHENSIVE EXAM
  • COMPUTER ARCHITECTURE
  • Computer Architecture
  • DATA STRUCTURES
  • DATA STRUCTURES
  • DATA STRUCTURES AND ALGORITHMS
  • Emerging Computer Systems
  • FUNDAMENTALS OF PROGRAMMING LANGUAGES
  • FUNDAMENTALS OF MULTIMEDIA
  • INTRODUCTION TO PROGRAMMING
  • INTRODUCTION TO INFORMATION TECHNOLOGY
  • INTRODUCTION TO INFORMATION TEGHNOLOGY
  • INTRODUCTION TO PROGRAMMING
  • Image Processing
  • OPERATING SYSTEMS
  • PRACTICAL TRAINING
  • PROGRAMMING IN C++
  • PROGRAMMING LAB
  • SELECTED TOPICS IN COMPUTER SCIENCE
  • SEMINAR IN ADVANCED COMPUTER SCIENCE
  • SPECIAL TOPICS IN COMPUTER SCIENCE (3)
  • UNIX PROGRAMMING
    Technical Paper Reviews
  • ICICS2014, Conference, Jordan
  • ICICS2015, Conference, Jordan
  • ICICS2016, Conference, Jordan
  • ICICS2017, Conference, Jordan
  • FMEC2017, Conference, Jordan
  • IEEE Transactions on Circuits and Systems for Video Technology, Journal
  • Information Processing & Management, Journal
  • Future Generation Computer Systems, Journal
    Conference Duties
  • MCSMS2017, Spain, Co-Chair
  • ICICS2016, Jordan, Track Co-Chair
  • FMEC2017, Spain, Track Co-Chair
  • ICICS2017, Jordan, Track Co-Chair
  • AICCSA2017, Tunisia, Track Co-Chair
  • FMEC2017, Spain, Panelist
  • WCECS2015, U.S.A, Session Chair
  • AICCSA2016, Morocco, Session Chair
  • AICCSA2017, Tunisia, Session Chair