Publications

HDRP Publications

[6] Lise Safatly, Mohammed Baydoun, Masoud Alipour, Ali Al-Takach, Karim Atab, Mohammed Al-Husseini, Ali El-Hajj, and Hassan Ghaziri. "Detection and classification of landmines using machine learning applied to metal detector data." Journal of Experimental & Theoretical Artificial Intelligence (2020): 1-24.
Available at: https://www.tandfonline.com/doi/abs/10.1080/0952813X.2020.1735529

[5] Mohammed Baydoun, Hassan Ghaziri, and Mohammed Al-Husseini. "CPU and GPU parallelized kernel K-means." The Journal of Supercomputing 74, no. 8 (2018): 3975-3998.
Available at: https://link.springer.com/article/10.1007/s11227-018-2405-7

[4] Mohammed Baydoun, Mohammad Dawi, and Hassan Ghaziri. "Parallel kernel K-means on the CPU and the GPU." In Proceedings of the International Conference on Parallel and Distributed Processing Techniques and Applications (PDPTA), p. 117. The Steering Committee of The World Congress in Computer Science, Computer Engineering and Applied Computing (WorldComp), 2016.
Available at: https://search.proquest.com/openview/a6ec29375ea0b69754d6d03abd88146f/1?pq-origsite=gscholar&cbl=1976343

[3] Mohammed Baydoun, Mohammad Dawi, and Hassan Ghaziri. "Enhanced parallel implementation of the K-Means clustering algorithm." In 2016 3rd International Conference on Advances in Computational Tools for Engineering Applications (ACTEA), pp. 7-11. IEEE, 2016.
Available at: https://ieeexplore.ieee.org/abstract/document/7560102/

[2] Hilal El Misilmani, Mohammed Al-Husseini, and Karim Y. Kabalan, “Improved Vlasov Antenna with Curved Cuts and Optimized Reflector Position and Shape,” International Journal of Antennas and Propagation, Vol. 2015, Article ID 193630, 2015.

[1] Hilal El Misilmani, Mohammed Al-Husseini, and Karim Y. Kabalan, “Design Of Slotted Waveguide Antennas With Low Sidelobes For High Power Microwave Applications,” Progress in Electromagnetics Research C, Vol. 56, pp. 15-28, 2015.

[14] Mohammed Al-Husseini, Hassan Ghaziri, Elias Yaacoub, and Karim Y. Kabalan, “Rectangular and Circular Arrays with Independently Controlled Beamwidth and Sidelobe Level,” The 2017 IEEE AP-S International Symposium on Antennas and Propagation (IEEE AP-S 2017), San Diego, CA, USA, 09-14 July 2017.

[13] Mohammed Al-Husseini, Elias Yaacoub, Mohammed Baydoun, and Hassan Ghaziri, “Independent Control of the Beamwidth and Sidelobe Level of Taylor One-parameter Arrays,” The Progress in Electromagnetics Research Symposium (PIERS 2017), Saint Petersburg, Russia, 22-25 May 2017.

[12] Elias Yaacoub and Mohammed Al-Husseini, “Achieving Physical Layer Security with Massive MIMO Beamforming,” The 11th European Conference on Antennas and Propagation (EuCAP 2017), Paris, France, 19-24 March 2017.

[11] Ali Al Takach, Mohammed Al-Husseini, Ali El-Hajj, and Elias Nassar, “Linear to Circular Polarization Transformation of Vivaldi Antennas and Its Use in GPR Detection,” The 2016 IEEE Middle East Conference on Antennas and Propagation (MECAP 2016), Beirut, Lebanon, 20-22 September 2016.

[10] Elias Yaacoub, Mohammed Al-Husseini, and Hassan Ghaziri, “An Overview of Research Topics and Challenges for 5G Massive MIMO Antennas,” The 2016 IEEE Middle East Conference on Antennas and Propagation (MECAP 2016), Beirut, Lebanon, 20-22 September 2016.

[9] Mohammed Al-Husseini, Hilal M. El Misilmani, Karim Y. Kabalan, Ali El-Hajj, and Elias Nassar, “Simple Design Method for Dielectric-Filled Low-Sidelobe Slotted Waveguide Antennas,” Advanced Electromagnetics Symposium (AES 2016), Malaga, Spain, 26-28 July 2016.

[8] Hilal M. El Misilmani, Mohammed Al-Husseini, and Karim Y. Kabalan, “Simple Design Procedure for 2D SWAs with Specified Sidelobe Levels and Inclined Coupling Slots,” Advanced Electromagnetics Symposium (AES 2016), Malaga, Spain, 26-28 July 2016.

[7] Mohammed Al-Husseini, Hilal M. El Misilmani, Karim Y. Kabalan, Ali El-Hajj, Xuyuan Pan, and Christos G. Christodoulou, “Controllable-Sidelobe Slotted Waveguide Antennas with Corrugations for Frequency Selectivity,” The 2015 IEEE AP-S International Symposium on Antennas and Propagation (IEEE AP-S 2015), Vancouver, BC, Canada, 19-25 July 2015.

[6] Hilal M. El Misilmani, Karim Y. Kabalan, Ali El-Hajj, and Mohammed Al-Husseini, “Design Procedure for 2D Slotted Waveguide Antenna with Controllable Sidelobe Level,” The 2015 IEEE AP-S International Symposium on Antennas and Propagation (IEEE AP-S 2015), Vancouver, BC, Canada, 19-25 July 2015.

[5] Hilal M. El Misilmani, Mohammed Al-Husseini, and Karim Y. Kabalan, “Design Procedure for 2D Slotted Waveguide Antenna with Inclined Coupling Slots for Sidelobe Level Control,” Progress in Electromagnetics Research Symposium (PIERS 2015), Prague, Czech Republic, 6-9 July 2015.

[4] Hilal M. El Misilmani, Mohammed Al-Husseini, Karim Y. Kabalan, and Ali El-Hajj, “A Design Procedure for Slotted Waveguide Antennas with Specified Sidelobe Levels,” The 2014 International Conference on High Performance Computing & Simulation (HPCS 2014), Bologna, Italy, 21-25 July 2014.

[3] Mohammed Al-Husseini, Ali El-Hajj, and Karim Y. Kabalan, “High-gain S-band Slotted Waveguide Antenna Arrays with Elliptical Slots and Low Sidelobe Levels,” Progress in Electromagnetics Research Symposium (PIERS 2013), Stockholm, Sweden, 12-15 August 2013.

[2] Hilal M. El Misilmani, Mohammed Al-Husseini, Karim Y. Kabalan, and Ali El-Hajj, “Optimized Reflector Position for Vlasov Antennas,” Progress in Electromagnetics Research Symposium (PIERS 2013), Stockholm, Sweden, 12-15 August 2013.

[1] Hilal El Misilmani, Mohammed Al-Husseini, Karim Y. Kabalan, and Ali El-Hajj, “Improved Vlasov Antenna with Curved Cuts for High Power Microwaves,” The 2013 International Conference on High Performance Computing & Simulation (HPCS 2013), Helsinki, Finland, 1-5 July 2013, pp. 362-365.

[8] Ali Al Takach, Mohammad Haidar, Mohammed Al-Husseini, Ali El-Hajj, and Elias Nassar, “Antenna Design for the GPR Detection and Classification of Landmines,” Abstract, The 22nd LAAS International Science Conference (LAAS 2016), Jounieh, Lebanon, 14-15 April 2016.

[7] Mohamad Homsi, Mohamad Amine Soudki, Abdallah Chebaro, Lise Safatly, Mohammed Al-Husseini, Mariette Awad, Ali El-Hajj, and Hassan Ghaziri, “Smart Metal Detectors for Landmine Detection and Classification,” Abstract, The 21st LAAS International Science Conference (LAAS 2015), Beirut, Lebanon, 15-17 April 2015.

[6] Xuyuan Pan, Christos G. Christodoulou, and Mohammed Al-Husseini, “Miniaturized Slotted Waveguide Antennas With Periodic Structures for High Power Microwave Applications,” Abstract, AMEREM 2014, Albuquerque, NM, USA, 27-31 July 2014.

[5] Hilal El Misilmani, Mohammed Al-Husseini, Karim Y. Kabalan, and Ali El-Hajj, “Improved Antennas for High Power Microwave Applications,” Abstract, The 20th LAAS International Science Conference (LAAS 2014), Hadath, Lebanon, 27-29 March 2014.

[4] Lama Moukalled, Karim Y. Kabalan, Ali El-Hajj, Mohammed Al-Husseini, Youssef Mouneimne, and Imad Mougharbel, “Sensors for Trace Detection of Explosives: A Review,” Abstract, The 20th LAAS International Science Conference (LAAS 2014), Hadath, Lebanon, 27-29 March 2014.

[3] Mohammed Al-Husseini, Xuyuan Pan, Georgios Atmatzakis, and Christos G. Christodoulou, “Improved Slotted Waveguide Antenna with Optimized Corrugations and Suppressed Sidelobes for High-Power Applications,” Abstract, The 2014 National Radio Science Meeting (USNC-URSI 2014), Boulder, Colorado, USA, 8-11 January 2014.

[2] Georgios Atmatzakis, Tyler Wynkoop, Mohammed Al-Husseini, Sarita Prasad, Mark Gilmore, and Christos G. Christodoulou, “A Soft Corrugated Pyramidal Horn Antenna for Radial Power Extraction from an A6 Magnetron,” Abstract, The 2014 National Radio Science Meeting (USNC-URSI 2014), Boulder, Colorado, USA, 8-11 January 2014.

[1] Xuyuan Pan, Mohammed Al-Husseini, Georgios Atmatzakis, and Christos G. Christodoulou, “An SRR-Loaded Sub-Wavelength Waveguide with H-Plane-Bend Radiator and Improved Matching for High Power Application,” Abstract, The 2014 National Radio Science Meeting (USNC-URSI 2014), Boulder, Colorado, USA, 8-11 January 2014.


Medical Research Program Publications

[5] Ahmad, Ali, Shareef Mansour, Ali Zgheib, Lise Safatly, Ali El Hajj, Mohammed Baydoun, Hassan Ghaziri, Hussam Aridi, and Hussain Ismaeel. "Using Artificial Intelligence to Uncover Association of Left Atrial Strain with the Framingham Risk Score for Atrial Fibrillation Development." Journal of the American College of Cardiology 75, no. 11S1 (2020): 455-455.
Available at: https://www.jacc.org/doi/full/10.1016/S0735-1097%2820%2931082-2

[4] The IRBM journal paper attached as IRBM_AB.pdf, and can be found at the following link: https://doi.org/10.1016/j.irbm.2020.02.003

[3] The IEEE Sensors journal paper attached as IEEE_AB.pdf, and can be found at the following link: https://ieeexplore.ieee.org/abstract/document/9146119/

[2] Mohammed Baydoun, Lise Safatly, Hassan Ghaziri, and Ali El Hajj. "Analysis of heart sound anomalies using ensemble learning." Biomedical Signal Processing and Control 62 (2020): 102019.
Available at: https://www.sciencedirect.com/science/article/pii/S1746809420301750
Highest Accuracy in PCG classification: https://archive.physionet.org/users/shared/challenge/2016/top-results.shtml

[1] Mohammed Baydoun, Lise Safatly, Ossama K. Abou Hassan, Hassan Ghaziri, Ali El Hajj, and Hussain Isma’eel. "High Precision Digitization of Paper-Based ECG Records: A Step Toward Machine Learning." IEEE Journal of Translational Engineering in Health and Medicine 7 (2019): 1-8.
Available at: https://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=8894038