Publications

Recent Journal Publications (2018-)

  1. N. Dhieb, I. Abdulrashid, H. Ghazzai, and Y. Massoud, “Optimized drug regimen and chemotherapy scheduling for cancer treatment using swarm intelligence“, Annals of Operations Research, September 2021.
  2. A. Hamrouni, T. Alelyani, H. Ghazzai, and Y. Massoud, “Toward Collaborative Mobile Crowdsourcing“, IEEE Internet of Things Magazine, July 2021.
  3. M. Lucic, H. Ghazzai, C. Lipizzi, and Y. Massoud, “Integrating County-Level Socioeconomic Data for COVID-19 Forecasting in the United States“, IEEE Open Journal of Engineering in Medicine and Biology, June 2021.
  4. X. Wan, M. Lucic, H. Ghazzai, and Y. Massoud, “Topic Modeling and Progression of American Digital News Media During the Onset of the COVID-19 Pandemic“, IEEE Transactions on Technology and Society, June 2021.
  5. A. Hamrouni, H. Ghazzai, T. Alelyani, and Y. Massoud, “Low Complexity Recruitment for Collaborative Mobile Crowdsourcing Using Graph Neural Networks“, IEEE Internet of Things Journal, June 2021.
  6. M. Masmoudi, H. Friji, H. Ghazzai, and Y. Massoud, “A Reinforcement Learning Framework for Video Frame-based Autonomous Car-following“, IEEE Open Journal of Intelligent Transportation Systems, May 2021.
  7. M. Khan, M. Abbas, M. Khan, A. Kousar, M. Alam, and Y. Massoud, SHM Jafri, “Modeling and design of low-cost automatic self cleaning mechanism for standalone micro PV systems“, Sustainable Energy Technologies and Assessments, February 2021.
  8. H. Friji, R. Hamadi, H. Ghazzai, H. Besbes, and Y. Massoud, “A Generalized Mechanistic Model for Assessing and Forecasting the Spread of the COVID-19 Pandemic“, IEEE Access, January 2021.
  9. R. Hamadi, H. Ghazzai, H. Besbes, and Y. Massoud, “Financial Advisor Recruitment: A Smart Crowdsourcing-Assisted Approach,“ IEEE Transactions on Computational Social Systems, December 2020.
  10. X. Wan, M. Lucic, H. Ghazzai, Y. Massoud, “Empowering Real-Time Traffic Reporting Systems with NLP-Processed Social Media Data”, IEEE Journal of Vehicular Technology, September 2020.
  11. O. Bouhamed, H. Ghazzai, H. Besbes, and Y. Massoud, “A UAV-assisted Data Collection for Wireless Sensor Networks: Autonomous Navigation and Scheduling”, IEEE Access, June 2020.
  12. M. Khan, A. Kousar, M. Alam, and Y. Massoud, “Closed Form Resonance Solution in Metallic Nanoparticles with Cubic Nonlinearity,” IEEE Transactions on Nanotechnology, June 2020.
  13. M. Lucic, X. Wan, H. Ghazzai, and Y. Massoud, “Leveraging Intelligent Transportation Systems and Smart Vehicles Using Crowdsourcing: An Overview,” Smart Cities, May 2020.
  14. X. Wan, H. Ghazzai, and Y. Massoud, “A Generic Data-Driven Recommendation System for Large-Scale Regular and Ride-Hailing Taxi Services,” Electronics, April 2020.
  15. A. Hamrouni, H. Ghazzai, and Y. Massoud, “Many-to-many Recruitment and Scheduling in Spatial Mobile Crowdsourcing,” IEEE Access, March 2020.
  16. O. Bouahmed, H. Ghazzai, H. Besbes, and Y. Massoud, “A Generic Spatiotemporal Scheduling for Autonomous UAVs: A Reinforcement Learning-based Approach,” IEEE Open Journal of Vehicular Technology, March 2020.
  17. N. Dhieb, H. Ghazzai, H. Besbes, and Y. Massoud, “A Secure AI-Driven Architecture for Automated Insurance Systems: Fraud Detection and Risk Measurement”, IEEE Access, March 2020.
  18. M. Lucic, H. Ghazzai, and Y. Massoud, “A Generalized Dynamic Planning Framework for Green UAV-Assisted Intelligent Transportation System Infrastructure,” IEEE Systems Journal, February 2020.
  19. A. Hamrouni, H. Ghazzai, M. Fikra, and Y. Massoud, “A Spatial Mobile Crowdsourcing Framework for Event Reporting,” IEEE Transactions on Computational Social Systems, January 2020.
  20. A. Hanif, A. Mehmood, M. Alam, and Y. Massoud, “A Compact Impedance Model of Plasmonic Nanoshell for Metamaterial Applications,” IEEE Transactions on Nanotechnology, November 2019.
  21. R. Lu, A. Arifuzzman, M. Hossain, S. Gardner, S. Eliza, J. Alexander, Y. Massoud, and M. Haider, “A Low-Power Sensitive Integrated Sensor System for Thermal Flow Monitoring,” IEEE Transactions on Very Large Scale Integration, October 2019.
  22. X. Wan, H. Ghazzai, and Y. Massoud, “Mobile Crowdsourcing for Intelligent Transportation Systems: Real-time Navigation in Urban Areas,” IEEE Access, September 2019.
  23. A. Hanif, A. Mehmood, M. Alam, S. Azam, A. Haq, and Y. Massoud, “Impedance Model of Cylindrical Nanowires for Metamaterial Applications,” Nanomaterials, August 2019.
  24. H. Ghazzai, H. Menouar, A. Kadri, and Y. Massoud, “Future UAV-Based ITS: A Comprehensive Scheduling Framework,” IEEE Access, June 2019.
  25. A. Bahabry, X. Wan, H. Ghazzai, H. Menouar, G. Vesonder, and Y. Massoud, “Low-altitude Navigation for Multi-rotor Drones in Urban Areas,” IEEE Access, June 2019.
  26. R. Lu, M. Hossain, J. Alexander, Y. Massoud, and M. Haider, “An Efficient DC-DC Converter for Inductive Power Transfer Applications,” Journal of AICSP, May 2019.
  27. T. Zhang, M. Haider, Y. Massoud, J. Alexander, “An Oscillatory Neural Network Based Local Processing Unit for Pattern Recognition Applications”, Electronics, March 2019.
  28. H. Ghazzai, A. Kadri, M. Ghorbel, H. Menouar, and Y. Massoud, “A Generic Spatiotemporal UAV Scheduling Framework for Multi-Event Applications,” IEEE Access, February 2019.
  29. R. Lu, M. Haider, S. Gardner, J. Alexander and Y. Massoud, "A Paper-Based Inkjet-Printed Graphene Sensor for Breathing-Flow Monitoring," IEEE Sensors Letters, February 2019.
  30. A. Mahmood, M. Alam and Y. Massoud, "A Dynamic Approach to the Lumped Impedance Representation of a Nanoparticle," IEEE Photonics Journal, August 2018.

Recent Conference Publications (2018-)

  1. S. Gardner, J. Alexander, Y. Massoud, and M. Haider, Minimally produced inkjet-printed tactile sensor model for improved data reliability, International Conference on Electrical and Computer Engineering, December 2020.
  2. H. Friji, H. Ghazzai, H. Besbes, and Y. Massoud, “A DQN-based Autonomous Car-following Framework Using RGB-D Frames”, Proceedings of the IEEE Global Conference on Artificial Intelligence and Internet of Things, December 2020.
  3. A. Kanfour, H. Friji, H. Ghazzai, and Y. Massoud, “A Social IoT-Driven Pedestrian Routing Approach During Epidemic Time”, Proceedings of the IEEE Global Conference on Artificial Intelligence and Internet of Things, December 2020.
  4. A. Hamrouni, H. Ghazzai, T. Aleyani, and Y. Massoud, “An Evolutionary Algorithm for Collaborative Mobile Crowdsourcing Recruitment in Socially Connected IoT Systems”, Proceedings of the IEEE Global Conference on Artificial Intelligence and Internet of Things, December 2020.
  5. O. Bouhamed, H. Ghazzai, H. Besbes, and Y. Massoud, “Autonomous UAV Navigation: A DDPG-based Deep Reinforcement Learning Approach,” Proceedings of the IEEE International Symposium on Circuits and Systems, October 2020.
  6. A. Khanfor, H. Ghazzai, Y. Yang , M. Haider, and Y. Massoud, “Automated Service Discovery for Social Internet-of-things Systems,” Proceedings of the IEEE International Symposium on Circuits and Systems, October 2020.
  7. M. Lucic, H. Ghazzai, A. Alsharoa, and Y. Massoud, “A Latency-aware Task Offloading in Mobile Edge Computing Network for Distributed Elevated Lidar,” Proceedings of the IEEE International Symposium on Circuits and Systems, October 2020.
  8. S. Gardner, J. Iwan, D. Alexander, M. Haider, and Y. Massoud, “An Inkjet-Printed Paper-Based Flexible Sensor for Pressure Mapping Applications Optimization,” Proceedings  of the IEEE International Symposium on Circuits and Systems, October 2020.
  9. A. Khanfor, A. Nammouchi, H. Ghazzai, Y. Yang , M. Haider, and Y. Massoud, “Graph Neural Networks-based Clustering for Social Internet of Things,” Proceedings of the IEEE MWSCAS Conference, August 2020.
  10. A. Nammouchi, H. Ghazzai, and Y. Massoud, “A Generative Graph Method to Solve the Travelling Salesman Problem,” Proceedings of the IEEE MWSCAS Conference, August 2020.
  11. M. Lucic, H. Ghazzai, and Y. Massoud, “Elevated LiDAR Placement under Energy and Throughput Capacity Constraints,” Proceedings of the IEEE MWSCAS Conference, August 2020.
  12. M. Hossain, Y. Massoud, and M. Haider, “A Spectrum-Efficient Data Modulation Scheme for Internet-of-Things Applications,” Proceedings of the IEEE MWSCAS Conference, August 2020.
  13. S. Hamrouni, H. Ghazzai, Y. Yang , H. Menouar, and Y. Massoud, “An Improved Dilated Convolutional Network for Herd Counting in Crowded Scenes,” Proceedings of the IEEE MWSCAS Conference, August 2020.
  14. A. Khanfor, R. Hamdi, H. Ghazzai, Y. Yang , M. Haider, and Y. Massoud, “Computational Resource Allocation for Edge Computing in Social Internet-of-Things,” Proceedings of the IEEE MWSCAS Conference, August 2020.
  15. S. Gardner, M. Islam, J. Alexander, Y. Massoud, and M. Haider, “A Carbon Nanotube Inkjet-Printed Hybrid Circuit for Non-Conventional Computing,” Proceedings of the IEEE MWSCAS Conference, August 2020.
  16. O. Bouhamed, X. Wan, H. Ghazzai, and Y. Massoud, “A DDPG-based Approach for Energy-aware UAV Navigation in Obstacle-constrained Environment,” Proceedings of the IEEE World Form on Internet of Things, June 2020.
  17. X. Wan, H. Ghazzai, and Y. Massoud, “Leveraging Driving Assistance Systems Using Automated Social Media Traffic Reporting,” IEEE Technology Engineering Management Society International Conference, June 2020.
  18. A. Hamrouni, H. Ghazzai, T. Alelyani, and Y. Massoud, “Optimal Team Recruitment Strategies for Collaborative Socially Connected IoT Systems,” IEEE Technology Engineering Management Society International Conference, June 2020.
  19. X. Wan, H. Ghazzai, and Y. Massoud, “Word Embedding-based Text Processing for Comprehensive Summarization and Distinct Information Extraction,” IEEE Technology Engineering Management Society International Conference, June 2020.
  20. N. Dhieb, H. Ghazzai, H. Besbes, and Y. Massoud, “Scalable and Secure Architecture for Distributed IoT Systems,” IEEE Technology Engineering Management Society International Conference, June 2020.
  21. A. Khanfor, A. Hamrouni, H. Ghazzai, Y.Yang, and Y. Massoud, “A Trustworthy Recruitment Process for Spatial Mobile Crowdsourcing in Large-scale Social IoT,” IEEE Technology Engineering Management Society International Conference, June 2020.
  22. A. Khanfor, H. Ghazzai, Y. Yang, and Y. Massoud, “Application of Community Detection Algorithms on Social Internet-of-things Networks,” Proceedings of the IEEE International Conference on Microelectronics, December 2019.
  23. M. Khan, A. Kousar, M. Alam, and Y. Massoud, “Frequency Selective Light Scattering and Absorption for Maximum Energy Harvesting,” Proceedings of the IEEE International Conference on Microelectronics, December 2019.
  24. I. Abdurashid, H. Ghazzai, X. Han, and Y. Massoud, “Optimal Control Treatment Analysis for the Predator-Prey Chemotherapy Model,” Proceedings of the IEEE International Conference on Microelectronics, December 2019.
  25. N. Dhieb, H. Ghazzai, H. Besbes, and Y. Massoud, “A Very Deep Transfer Learning Model for Vehicle Damage Detection and Localization,” Proceedings of the IEEE International Conference on Microelectronics, December 2019.
  26. N. Dhieb, H. Ghazzai, H. Besbes, and Y. Massoud, “An Automated Blood Cells Counting and Classification Framework using Mask R-CNN Deep Learning Model,” Proceedings of the IEEE International Conference on Microelectronics, December 2019.
  27. A. Hamrouni, H. Ghazzai, T. Alelyani, and Y. Massoud, “A Stochastic Team Formation Approach for Collaborative Mobile Crowdsourcing,” Proceedings of the IEEE International Conference on Microelectronics, December 2019.
  28. K. Dev, S. Sharma, V. Vivek, B. Hadimoglu, and Y. Massoud, “Effect of Sonication Time in a DNA Shearing System Based on Phased-Array FASA Transducers,” Proceedings of the IEEE International Conference on Microelectronics, December 2019.
  29. X. Wan, H. Ghazzai, and Y. Massoud, “Online Recommendation System for Autonomous and Human-driven Ride-hailing Taxi Services,” Proceedings of the IEEE International Conference on Microelectronics, December 2019.
  30. R. Lu, M. Haider, I. Alexander, and Y. Massoud, “A Low-Power Complementary Topology Based Switched-Capacitor Charge Pump Converter,” Proceedings of the IEEE International Conference on Electronics Circuits and Systems, November 2019.
  31. M. Masmoudi, H. Ghazzai, M. Frikha, and Y. Massoud, “Object Detection Learning Techniques for Autonomous Vehicle Applications,” Proceedings of the IEEE International Conference on Vehicular Electronics and Safety, September 2019.
  32. H. Ghazzai, A. Khattab, and Y. Massoud, “Mobility and Energy Efficient Aware Data Routing for UAV-Assisted VANETs,” Proceedings of the IEEE International Conference on Vehicular Electronics and Safety, September 2019.
  33. G.  Alsuhli, A. Khattab, Y. Fahmy, and Y. Massoud, “Enhanced Urban Clustering in VANETs using Online Machine Learning,” Proceedings of the IEEE International Conference on Vehicular Electronics and Safety, September 2019.
  34. X. Wan, H. Ghazzai, and Y. Massoud, “Incremental Recommendation System for Large-scale Taxi Fleet in Smart Cities,” Proceedings of the IEEE International Conference on Vehicular Electronics and Safety, September 2019.
  35. M. Masmoudi, H. Ghazzai, M. Frikha, and Y. Massoud, “Autonomous Car-Following Approach Based on Real-time Video Frames Processing,” Proceedings of the IEEE International Conference on Vehicular Electronics and Safety, September 2019.
  36. M. Lucic, H. Ghazzai, A. Khattab, and Y. Massoud, “Rapid Management of Unexpected Events in Urban V2I Communications Systems,” Proceedings of the IEEE International Conference on Vehicular Electronics and Safety, September 2019.
  37. N. Dhieb, H. Ghazzai, H. Besbes, and Y. Massoud, “Extreme Gradient Boosting Machine Learning Algorithm for Safe Auto Insurance Operation,” Proceedings of the IEEE International Conference on Vehicular Electronics and Safety, September 2019.
  38. M. Lucic, H. Ghazzai, A. Khattab, and Y. Massoud, “A Low Complexity Space-Time Algorithm for Green ITS Roadside Unit Planning,” Proceedings of the IEEE International Midwest Symposium on Circuits and Systems, August 2019.
  39. A. Bahabry, X. Wan, H. Ghazzai, G. Vesonder, and Y. Massoud, “Collision-Free Navigation and Efficient Scheduling of Multi-Rotor UAVs for Smart Cities,” Proceedings of the IEEE International Midwest Symposium on Circuits and Systems, August 2019.
  40. M. Bouhamed, H. Ghazzai, H. Besbes, and Y. Massoud, “Q-Learning Based Routing Scheduling for a Multi-Task Autonomous Agent,” Proceedings of the IEEE International Midwest Symposium on Circuits and Systems, August 2019.
  41. A. Hamrouni, H. Ghazzai, M. Frikha, and Y. Massoud, “A Photo-Based Mobile Crowdsourcing Framework for Event Reporting,” Proceedings of the IEEE International Midwest Symposium on Circuits and Systems, August 2019.
  42. S. Javed, C.J. Younis, M. Alam, and Y. Massoud, “VLSI Architecture Design of 9/7 Discrete Wavelet Transform for Image Processing,” Proceedings of the IEEE International Midwest Symposium on Circuits and Systems, August 2019.
  43. T. Zhang, R. Lu, M. Haider, I. Alexander, and Y. Massoud, “An Oscillator Based Energy Efficient Computing Architecture for Smart Sensors,” Proceedings of the IEEE International Midwest Symposium on Circuits and Systems, August 2019.
  44. S. Wei, S. Gardner, M. Haider, I. Alexander, and Y. Massoud, “Energy-Efficient Ring-Oscillator Signal Processing Scheme for Pattern Recognition and Reduced Computational Loads,” Proceedings of the IEEE International Midwest Symposium on Circuits and Systems, August 2019.
  45. M. Islam, S. Gardner, R. Lu, M. Haider, I. Alexander, and Y. Massoud, “A Low-Cost Planar Inkjet Printed Carbon Nanotube Field Effect Transistor for Sensor Applications,” Proceedings of the IEEE International Midwest Symposium on Circuits and Systems, August 2019.
  46. S. Gardner, M. Islam, M. Haider, I. Alexander, and Y. Massoud, “Aluminum-Doped Zinc Oxide (ZnO) Inkjet-Printed Piezoelectric Array for Pressure Gradient Mapping,” Proceedings of the IEEE International Midwest Symposium on Circuits and Systems, August 2019.
  47. R. Borwankar, K. Vora, A. Desai, M. Haider, R. Ludwig, and Y. Massoud, “An Ultra Low-Power Neuromorphic Bandpass Filter for Autonomous Cars” Proceedings of the IEEE International Microwave Symposium, June 2019.
  48. N. Lasla, H. Ghazzai, H. Menouar, and Y. Massoud, “Exploiting Land Transport to Improve the UAV’s Performance for Longer Mission Coverage in Smart Cities,” Proceedings of the IEEE Vehicular Technology Conference, May 2019.
  49. X. Wan, H. Ghazzai, Y. Massoud, and H. Menouar, “Optimal Collision-free Navigation for Multi-Rotor UAV Swarms in Urban Areas,” Proceedings of the IEEE Vehicular Technology Conference, May 2019.
  50. M. Lucic, H. Ghazzai, and Y. Massoud, “A Generalized and Dynamic Framework for Solar-Powered Roadside Transmitter Unit Planning,” Proceedings of the IEEE International Systems Conference, April 2019.
  51. X. Wan, H. Ghazzai, and Y. Massoud, “Real-Time Navigation in Urban Areas Using Mobile Crowd-Sourced Data,” Proceedings of the IEEE International Systems Conference, April 2019.
  52. A. Bahabry, H. Ghazzai, and Y. Massoud, “Low Complexity Algorithms for Space-Time Scheduling of UAVs in Smart Cities Using Dimensionality Reduction Approaches,” Proceedings of the IEEE International Systems Conference, April 2019.
  53. R. Lu, M. Haider, and Y. Massoud, “A Three-Coil Coupled High-Efficiency Power Link with Resonant Capacitor for Wireless Power Transfer Application,” Proceedings of the IEEE Wireless and Microwave Technology Conference, April 2019.
  54. S. Gardezi, F. Aziz, S. Javed, C. Younis, M. Alam, and Y. Massoud, “Design and VLSI Implantation of CSD based DA Architecture for 5/3 DWT,” Proceedings of the IEEE IBCAST Conference, January 2019.
  55. M. Haider, Y. Massoud, and J Alexander, “An oscillatory neural network based local processing unit for pattern recognition applications T Zhang,“ Electronics, January, 2019.
  56. R. Lu, M. Haider, Y. Massoud, and N. Uddin, "An Efficient Complementary Topology Switched-Capacitor Based DC-DC Converter," Proceedings of the IEEE International Midwest Symposium on Circuits and Systems, August 2018.
  57. T. Zhang, M. Haider, J. Alexander and Y. Massoud, "A Coupled Schmitt Trigger Oscillator Neural Network for Pattern Recognition Applications," Proceedings of the IEEE International Midwest Symposium on Circuits and Systems, August 2018.
  58. R. Borwankar, A. Desai, M. Haider, R. Ludwig and Y. Massoud, "An Analog Implementation of FitzHugh-Nagumo Neuron Model for Spiking Neural Networks," Proceedings of IEEE International New Circuits and Systems Conference, June 2018.
  59. R. Borwankar, M. Haider, R. Ludwig and Y. Massoud, "An Ultra-Low-Power, High Gain Mixer for Smart Cities Applications," Proceedings of the IEEE/MTT-S International Microwave Symposium, June 2018.
  60. A. Mahmood, A. Ranif, M. Alam and Y. Massoud, "Effect of Dielectric Constant on the Energy Shift in Localized Surface Plasmons Resonance," Proceedings of the IEEE Canadian Conference on Electrical & Computer Engineering, May 2018.