Professor Mamoun Alazab

Research output

Research output per year 2012 2020 2021 2022 2023

• 231 Article
• 35 Conference Paper published in Proceedings
• 21 Chapter
• 16 Edited Book
• 36 More
  • 16 Editorial
  • 9 Review article
  • 6 Foreword/postscript
  • 2 Book
  • 2 Comment/debate
  • 1 Special issue

Research output per year

Research output per year

Search results

• Article

  Digital Twins for Healthcare 4.0: Recent Advances, Architecture, and Open Challenges

  Alazab, M., Khan, L. U., Koppu, S., Ramu, S. P., M, I., Boobalan, P., Baker, T., Maddikunta, P. K. R., Gadekallu, T. R. & Aljuhani, A., 2022, (E-pub ahead of print) In: IEEE Consumer Electronics Magazine. p. 1-8 8 p.

  Research output: Contribution to journal › Article › peer-review

  File
  13 Downloads (Pure)

• DisBezant: Secure and Robust Federated Learning Against Byzantine Attack in IoT-Enabled MTS

  Ma, X., Jiang, Q., Shojafar, M., Alazab, M., Kumar, S. & Kumari, S., 1 Feb 2023, In: IEEE Transactions on Intelligent Transportation Systems. 24, 2, p. 2492-2502 11 p.

  Research output: Contribution to journal › Article › peer-review

  • Attack 100%
  • Internet of Things 100%
  • Federated Learning 100%
  • Transportation System 100%
  • Attackers 40%

• Disclosure of cyber security vulnerabilities: Time series modelling

  Tang, M. J., Alazab, M., Luo, Y. & Donlon, M., 1 Jan 2018, In: International Journal of Electronic Security and Digital Forensics. 10, 3, p. 255-275 21 p.

  Research output: Contribution to journal › Article › peer-review

  • Vulnerabilities 100%
  • Threat 100%
  • of cyber security 100%
  • Security Vulnerability 100%
  • Vulnerability Disclosure 100%

• Driver Identification Using Optimized Deep Learning Model in Smart Transportation

  Ravi, C., Tigga, A., Reddy, G. T., Hakak, S. & Alazab, M., 14 Nov 2022, In: ACM Transactions on Internet Technology. 22, 4, p. 1-17 17 p., 84.

  Research output: Contribution to journal › Article › peer-review

  • Identification 100%
  • Sensor 100%
  • Deep Learning Model 100%
  • Evaluation 66%
  • Accuracy 66%

• Dynamic-Driven Congestion Control and Segment Rerouting in the 6G-Enabled Data Networks

  Deebak, B. D., Al-Turjman, F. & Alazab, M., Oct 2021, In: IEEE Transactions on Industrial Informatics. 17, 10, p. 7165-7173 9 p., 9199548.

  Research output: Contribution to journal › Article › peer-review

  • Networks 100%
  • Computer Network 100%
  • Congestion Control 100%
  • Roles 50%
  • Generation 50%

• Early detection of diabetic retinopathy using pca-firefly based deep learning model

  Gadekallu, T. R., Khare, N., Bhattacharya, S., Singh, S., Maddikunta, P. K. R., Ra, I. H. & Alazab, M., Feb 2020, In: Electronics (Switzerland). 9, 2, p. 1-16 16 p., 274.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Machine Learning 100%
  • Early Detection 100%
  • Deep Learning Model 100%
  • Models 100%
  • Classification 66%
  40 Downloads (Pure)

• ECA: An edge computing architecture for privacy-preserving in IoT-Based smart city

  Gheisari, M., Pham, Q. V., Alazab, M., Zhang, X., Fernandez-Campusano, C. & Srivastava, G., 6 Nov 2019, In: IEEE Access. 7, p. 155779-155786 8 p., 8811469.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Smart City 100%
  • Internet of Things 100%
  • Privacy Preserving 100%
  • Computer Architecture 100%
  • Edge Computing 100%

• Enabling the content dissemination through caching in the state-of-the-art sustainable information and communication technologies

  Naeem, M. A., Ali, R., Alazab, M., Yhui, M. & Zikria, Y. B., Oct 2020, In: Sustainable Cities and Society. 61, p. 1-14 14 p., 102291.

  Research output: Contribution to journal › Article › peer-review

  • Information and Communication Technologies 100%
  • Networking 75%
  • Information Technology 50%
  • Communication 25%
  • Links 25%

• Eunomia: Anonymous and Secure Vehicular Digital Forensics based on Blockchain

  Li, M., Chen, Y., Lal, C., Conti, M., Alazab, M. & Hu, D., 1 Jan 2023, In: IEEE Transactions on Dependable and Secure Computing. 20, 1, p. 225-241 17 p.

  Research output: Contribution to journal › Article › peer-review

  • Digital Forensics 100%
  • Blockchain 100%
  • User 50%
  • Access Control 50%
  • Provider Data 50%

• Evolution of Industry and Blockchain Era: Monitoring Price Hike and Corruption using BIoT for Smart Government and Industry 4.0

  Hasan, M. K., Akhtaruzzaman, M., Kabir, S. R., Gadekallu, T. R., Islam, S., Magalingam, P., Hassan, R., Alazab, M. & Alazab, M. A., 1 Dec 2022, In: IEEE Transactions on Industrial Informatics. 18, 12, p. 9153-9161 9 p.

  Research output: Contribution to journal › Article › peer-review

  • Government 100%
  • Evolution 100%
  • Corruption 100%
  • Specific Industry 100%
  • Prices 100%

• Facial Sentiment Analysis Using AI Techniques: State-of-the-Art, Taxonomies, and Challenges

  Patel, K., Mehta, D., Mistry, C., Gupta, R., Tanwar, S., Kumar, N. & Alazab, M., 11 May 2020, In: IEEE Access. 8, p. 90495-90519 25 p., 9091188.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Artificial Intelligence 100%
  • Deep Learning 100%
  • Taxonomies 100%
  • Sentiment Analysis 100%
  • Facial Expression 75%
  70 Downloads (Pure)

• Fast authentication in wireless sensor networks

  Benzaid, C., Lounis, K., Al-Nemrat, A., Badache, N. & Alazab, M., Feb 2016, In: Future Generation Computer Systems. 55, p. 362-375 14 p.

  Research output: Contribution to journal › Article › peer-review

  • Authentication 100%
  • Wireless Sensor Network 100%
  • Signature Verification 100%
  • Broadcast Authentication 50%
  • Real World 25%

• Federated learning enabled digital twins for smart cities: Concepts, recent advances, and future directions

  Ramu, S. P., Boopalan, P., Pham, Q. V., Maddikunta, P. K. R., Huynh-The, T., Alazab, M., Nguyen, T. T. & Gadekallu, T. R., Apr 2022, In: Sustainable Cities and Society. 79, p. 1-13 13 p., 103663.

  Research output: Contribution to journal › Article › peer-review

  • Application 100%
  • Future Direction 100%
  • Federated Learning 100%
  • Digital Twin 100%
  • Smart City 80%

• Federated Learning for Cybersecurity: Concepts, Challenges and Future Directions

  Alazab, M., R M, S. P., M, P., Reddy, P., Gadekallu, T. R. & Pham, Q. V., 1 May 2022, In: IEEE Transactions on Industrial Informatics. 18, 5, p. 3501 - 3509 9 p.

  Research output: Contribution to journal › Article › peer-review

  • Future Direction 100%
  • Cybersecurity 100%
  • Federated Learning 100%
  • Cyberattack 33%
  • Survey 16%

• FED-IIoT: A Robust Federated Malware Detection Architecture in Industrial IoT

  Taheri, R., Shojafar, M., Alazab, M. & Tafazolli, R., Dec 2021, In: IEEE Transactions on Industrial Informatics. 17, 12, p. 8442 - 8452 11 p.

  Research output: Contribution to journal › Article › peer-review

  • Malware Detection 100%
  • Industrial Internet of Things 100%
  • Generative Adversarial Networks 57%
  • Algorithms 28%
  • Accuracy 28%

• FL-PMI: Federated Learning-Based Person Movement Identification through Wearable Devices in Smart Healthcare Systems

  Arikumar, K. S., Prathiba, S. B., Alazab, M., Gadekallu, T. R., Pandya, S., Khan, J. M. & Moorthy, R. S., 1 Feb 2022, In: Sensors. 22, 4, p. 1-19 19 p., 1377.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Identification 100%
  • Healthcare System 100%
  • Wearable Sensor 100%
  • Federated Learning 100%
  • Person 100%
  26 Downloads (Pure)

• Genetic CFL: Hyperparameter Optimization in Clustered Federated Learning

  Agrawal, S., Sarkar, S., Alazab, M., Maddikunta, P. K. R., Gadekallu, T. R. & Pham, Q. V., 2021, In: Computational Intelligence and Neuroscience. 2021, p. 1-10 10 p., 7156420.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Optimization 100%
  • Federated Learning 100%
  • Accuracy 40%
  • Machine Learning 40%
  • Algorithms 20%
  5 Downloads (Pure)

• Hand gesture classification using a novel CNN-crow search algorithm

  Gadekallu, T. R., Alazab, M., Kaluri, R., Maddikunta, P. K. R., Bhattacharya, S., Lakshmanna, K. & Parimala, M., 2021, In: Complex & Intelligent Systems. 7, 4, p. 1855-1868 14 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Classification 100%
  • Convolutional Neural Network 100%
  • Search Algorithm 100%
  • Models 100%
  • Human Computer Interaction 75%
  38 Downloads (Pure)

• Holistic big data integrated artificial intelligent modeling to improve privacy and security in data management of smart cities

  Chen, J., Ramanathan, L. & Alazab, M., Mar 2021, In: Microprocessors and Microsystems. 81, p. 1-10 10 p., 103722.

  Research output: Contribution to journal › Article › peer-review

  • Modeling 100%
  • Big Data 100%
  • Security and Privacy 100%
  • Data Management 100%
  • Smart City 100%

• Hybrids of support vector machine wrapper and filter based framework for malware detection

  Huda, S., Abawajy, J., Alazab, M., Abdollalihian, M., Islam, R. & Yearwood, J., Feb 2016, In: Future Generation Computer Systems. 55, p. 376-390 15 p.

  Research output: Contribution to journal › Article › peer-review

  • Support Vector Machine 100%
  • Malware 100%
  • Malware Detection 100%
  • Models 80%
  • Statistics 60%

• Hyperspectral Image Classification Based on Multibranch Attention Transformer Networks

  Bai, J., Wen, Z., Xiao, Z., Ye, F., Zhu, Y., Alazab, M. & Jiao, L., Aug 2022, In: IEEE Transactions on Geoscience and Remote Sensing. 60, p. 1-17 17 p., 5535317.

  Research output: Contribution to journal › Article › peer-review

• IECL: An Intelligent Energy Consumption Model for Cloud Manufacturing

  Zhou, Z., Shojafar, M., Alazab, M. & Li, F., 1 Dec 2022, In: IEEE Transactions on Industrial Informatics. 18, 12, p. 8967-8976 10 p.

  Research output: Contribution to journal › Article › peer-review

  • Server 100%
  • Energy Consumption 100%
  • Random Decision Forest 100%
  • Data Center 100%
  • Models 100%

• Image-Based malware classification using ensemble of CNN architectures (IMCEC)

  Vasan, D., Alazab, M., Wassan, S., Safaei, B. & Zheng, Q., May 2020, In: Computers and Security. 92, p. 1-12 12 p., 101748.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Classification 100%
  • Malware 100%
  • Neural Network Architecture 100%
  • Convolutional Neural Network 100%
  • Accuracy 22%
  24 Downloads (Pure)

• IMCFN: Image-based malware classification using fine-tuned convolutional neural network architecture

  Vasan, D., Alazab, M., Wassan, S., Naeem, H., Safaei, B. & Zheng, Q., 22 Apr 2020, In: Computer Networks. 171, 20 p., 107138.

  Research output: Contribution to journal › Article › peer-review

  • Classification 100%
  • Malware 100%
  • Neural Network Architecture 100%
  • Convolutional Neural Network 100%
  • Malware Family 25%

• Immune Evolutionary Generative Adversarial Networks for Hyperspectral Image Classification

  Bai, J., Zhang, Y., Xiao, Z., Ye, F., Li, Y., Alazab, M. & Jiao, L., 2022, In: IEEE Transactions on Geoscience and Remote Sensing. 60, p. 1-15 15 p., 5543614.

  Research output: Contribution to journal › Article › peer-review

  • Hyperspectral Image 100%
  • Image Classification 100%
  • Generative Adversarial Networks 100%
  • Classification 100%
  • Generators 66%

• Incentive Mechanisms for Smart Grid: State of the Art, Challenges, Open Issues, Future Directions

  Bhattacharya, S., Chengoden, R., Srivastava, G., Alazab, M., Javed, A. R., Victor, N., Maddikunta, P. K. R. & Gadekallu, T. R., Jun 2022, In: Big Data and Cognitive Computing. 6, 2, p. 1-28 28 p., 47.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Incentive 100%
  • State of the Art 100%
  • Smart Grid 100%
  • Future Direction 100%
  • Incentive Mechanism 100%
  25 Downloads (Pure)

• InfusedHeart: A Novel Knowledge-Infused Learning Framework for Diagnosis of Cardiovascular Events

  Pandya, S., Gadekallu, T. R., Reddy, P. K., Wang, W. & Alazab, M., 2 Mar 2022, (E-pub ahead of print) In: IEEE Transactions on Computational Social Systems. p. 1-10 10 p.

  Research output: Contribution to journal › Article › peer-review

  • Acoustics 100%
  • Knowledge 100%
  • Events 100%
  • Diagnosis 100%
  • Learning 100%

• Integrated Satellite Multiple Two-way Relay Networks: Secrecy Performance under Multiple Eves and Vehicles with Non-ideal Hardware

  Guo, K., Li, X., Alazab, M., Jhaveri, R. H. & An, K., 2022, (E-pub ahead of print) In: IEEE Transactions on Intelligent Vehicles. p. 1-12 12 p.

  Research output: Contribution to journal › Article › peer-review

  • Networks 100%
  • Hardware 100%
  • Secrecy Outage Probability 50%
  • User 25%
  • Asymptotics 25%

• Integrating Multi-Hub Driven Attention Mechanism and Big Data Analytics for Virtual Representation of Visual Scenes

  Yao, Y., Gu, B., Alazab, M., Kumar, N. & Han, Y., Feb 2022, In: IEEE Transactions on Industrial Informatics. 18, 2, p. 1435-1444 10 p.

  Research output: Contribution to journal › Article › peer-review

  • Relationships 100%
  • Representation 100%
  • Big Data Analytics 100%
  • Attention (Machine Learning) 100%
  • Generation 50%

• Integration of fuzzy-weighted zero-inconsistency and fuzzy decision by opinion score methods under a q-rung orthopair environment: A distribution case study of COVID-19 vaccine doses

  Albahri, A. S., Albahri, O. S., Zaidan, A. A., Alnoor, A., Alsattar, H. A., Mohammed, R., Alamoodi, A. H., Zaidan, B. B., Aickelin, U., Alazab, M., Garfan, S., Ahmaro, I. Y. Y. & Ahmed, M. A., Mar 2022, In: Computer Standards and Interfaces. 80, p. 1-46 46 p., 103572.

  Research output: Contribution to journal › Article › peer-review

  • Investigation 100%
  • Environment 100%
  • Decision 100%
  • Opinion 100%
  • Dosage 100%

• Intelligent Dynamic Malware Detection using Machine Learning in IP Reputation for Forensics Data Analytics

  Usman, N., Usman, S., Khan, F., Jan, M. A., Sajid, A., Alazab, M. & Watters, P., May 2021, In: Future Generation Computer Systems. 118, p. 124-141 18 p.

  Research output: Contribution to journal › Article › peer-review

  • Data Analytics 100%
  • Forensics 100%
  • Machine Learning 100%
  • Malware Detection 100%
  • Internet Protocol 100%

• Intelligent mobile malware detection using permission requests and API calls

  Alazab, M., Alazab, M., Shalaginov, A., Mesleh, A. & Awajan, A., Jun 2020, In: Future Generation Computer Systems: the international journal of grid computing: theory, methods and applications. 107, p. 509-521 13 p.

  Research output: Contribution to journal › Article › peer-review

  • Malware Detection 100%
  • Application Program Interface 100%
  • Mobile Malware 100%
  • Threat 40%
  • Malware 40%

• Interval type 2 trapezoidal-fuzzy weighted with zero inconsistency combined with VIKOR for evaluating smart e-tourism applications

  Krishnan, E., Mohammed, R., Alnoor, A., Albahri, O. S., Zaidan, A. A., Alsattar, H., Albahri, A. S., Zaidan, B. B., Kou, G., Hamid, R. A., Alamoodi, A. H. & Alazab, M., Sept 2021, In: International Journal of Intelligent Systems. 36, 9, p. 4723-4774 52 p.

  Research output: Contribution to journal › Article › peer-review

  • Utilization 100%
  • Tourism 100%
  • Application 100%
  • Criterion 71%
  • Data Management 71%

• IoT-assisted physical education training network virtualization and resource management using a deep reinforcement learning system

  Li, Q., Kumar, P. M. & Alazab, M., Apr 2022, In: Complex & Intelligent Systems. 8, 2, p. 1229-1242 14 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File
  14 Downloads (Pure)

• IoT vulnerability assessment for sustainable computing: Threats, current solutions, and open challenges

  Anand, P., Singh, Y., Selwal, A., Alazab, M., Tanwar, S. & Kumar, N., 9 Sept 2020, In: IEEE Access. 8, p. 168825-168853 29 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Computing 100%
  • Threat 100%
  • Vulnerability Assessment 100%
  • Internet of Things 100%
  • Sustainability 18%
  189 Downloads (Pure)

• Joint Optimal Quantization and Aggregation of Federated Learning Scheme in VANETs

  Li, Y., Guo, Y., Alazab, M., Chen, S., Shen, C. & Yu, K., 1 Oct 2022, In: IEEE Transactions on Intelligent Transportation Systems. 23, 10, p. 19852-19863 12 p.

  Research output: Contribution to journal › Article › peer-review

  • Federated Learning 100%
  • Learning Scheme 100%
  • vehicular ad-hoc network 100%
  • Server 80%
  • Squared Quantization Error 80%

• Joint Resources Allocation and 3D Trajectory Optimization for UAV-enabled Space-Air-Ground Integrated Networks

  Hu, Z., Zeng, F., Xiao, Z., Fu, B., Jiang, H., Xiong, H., Zhu, Y. & Alazab, M., 2023, (E-pub ahead of print) In: IEEE Transactions on Vehicular Technology. p. 1-16 16 p.

  Research output: Contribution to journal › Article › peer-review

  • Networks 100%
  • Optimization 100%
  • Resource Allocation 100%
  • Unmanned Aerial Vehicle 100%
  • Optimization Problem 60%

• Knowledge-Driven Cybersecurity intelligence: Software Vulnerability Coexploitation Behavior Discovery

  Yin, J., Tang, M. J., Cao, J., You, M., Wang, H. & Alazab, M., 1 Apr 2023, In: IEEE Transactions on Industrial Informatics. 19, 4, p. 5593-5601 9 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Knowledge Transfer 100%
  • Software Vulnerability 100%
  • Cybersecurity 100%
  • Vulnerabilities 66%
  • Transfer Learning 66%
  12 Downloads (Pure)

• Latency Evaluation of SDFGs on Heterogeneous Processors Using Timed Automata

  Rajadurai, S., Alazab, M., Kumar, N. & Gadekallu, T. R., 30 Jul 2020, In: IEEE Access. 8, p. 140171-140180 10 p., 9153101.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Evaluation 100%
  • Timed Automaton 100%
  • Models 100%
  • Data Flow Graph 75%
  • Application 50%
  15 Downloads (Pure)

• Louder bark with no bite: Privacy protection through the regulation of mandatory data breach notification in Australia

  Alazab, M., Hong, S. H. & Ng, J., Mar 2021, In: Future Generation Computer Systems. 116, p. 22-29 8 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Australia 100%
  • Protection 100%
  • Right to Privacy 100%
  • Privacy Protection 100%
  • Contexts 50%
  13 Downloads (Pure)

• Machine Learning Assisted Information Management Scheme in Service Concentrated IoT

  Manogaran, G., Alazab, M., Saravanan, V., Rawal, B. S., Shakeel, P. M., Sundarasekar, R., Nagarajan, S. M., Kadry, S. N. & Montenegro-Marin, C. E., Apr 2021, In: IEEE Transactions on Industrial Informatics. 17, 4, p. 2871-2879 9 p., 9152085.

  Research output: Contribution to journal › Article › peer-review

• Metaverse for Healthcare: A Survey on Potential Applications, Challenges and Future Directions

  Chengoden, R., Victor, N., Huynh-The, T., Yenduri, G., H.Jhaveri, R., Alazab, M., Bhattacharya, S., Hegde, P., Maddikunta, P. K. R. & Gadekallu, T. R., 2023, In: IEEE Access. 11, p. 12764-12794 31 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Survey 100%
  • Future Direction 100%
  • Potential Application 100%
  • Application 50%
  • Internet 50%
  371 Downloads (Pure)

• Misbehavior-aware on-demand collaborative intrusion detection system using distributed ensemble learning for VANET

  Ghaleb, F. A., Saeed, F., Al-Sarem, M., Al-Rimy, B. A. S., Boulila, W., Eljialy, A. E. M., Aloufi, K. & Alazab, M., Sept 2020, In: Electronics . 9, 9, p. 1-17 17 p., 1411.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Intrusion Detection System 100%
  • Vehicular Ad Hoc Network 100%
  • Ensemble Learning 100%
  • Classifier 100%
  • Random Decision Forest 25%
  17 Downloads (Pure)

• Mixed Game-based AoI Optimization for Combating COVID-19 with AI Bots

  Yang, Y., Wang, W., Yin, Z., Xu, R., Zhou, X., Kumar, N., Alazab, M. & Gadekallu, T. R., 1 Nov 2022, In: IEEE Journal on Selected Areas in Communications. 40, 11, p. 3122-3138 17 p.

  Research output: Contribution to journal › Article › peer-review

  • Optimization 100%
  • Artificial Intelligence 100%
  • Edge Server 66%
  • Roles 33%
  • Algorithms 33%

• Mnemosyne: Privacy-Preserving Ride Matching With Collusion-Resistant Driver Exclusion

  Li, M., Gao, J., Zhu, L., Zhang, Z., Lal, C., Conti, M. & Alazab, M., 28 Nov 2022, (E-pub ahead of print) In: IEEE Transactions on Vehicular Technology. p. 1-14 14 p.

  Research output: Contribution to journal › Article › peer-review

  • Location 100%
  • Right to Privacy 100%
  • Exclusion 100%
  • Matching 100%
  • Privacy Preserving 100%

• Modeling of Extreme Vulnerability Disclosure in Smart City Industrial Environments

  Tang, M. J., Yin, J., Alazab, M., Cao, J. & Luo, Y., Jun 2021, In: IEEE Transactions on Industrial Informatics. 17, 6, p. 4150-4158 9 p., 9187565.

  Research output: Contribution to journal › Article › peer-review

  • Modeling 100%
  • Smart City 100%
  • Vulnerability Disclosure 100%
  • Events 66%
  • Risk Management 66%

• MTHAEL: Cross-architecture iot malware detection based on neural network advanced ensemble learning

  Vasan, D., Alazab, M., Venkatraman, S., Akram, J. & Qin, Z., Nov 2020, In: IEEE Transactions on Computers. 69, 11, p. 1654-1667 14 p., 9165209.

  Research output: Contribution to journal › Article › peer-review

  • Detection 100%
  • Based Malware Detection 100%
  • Classification Accuracy 100%
  • Iot Architecture 100%
  • Ensemble Learning 100%

• Multiagent Actor-Critic Network-Based Incentive Mechanism for Mobile Crowdsensing in Industrial Systems

  Gu, B., Yang, X., Lin, Z., Hu, W., Alazab, M. & Kharel, R., Sept 2020, In: IEEE Transactions on Industrial Informatics. 17, 9, p. 6182-6191 10 p., 9201550.

  Research output: Contribution to journal › Article › peer-review

  • Actors 100%
  • Networks 100%
  • User 100%
  • Incentive Mechanism 100%
  • Records 20%

• Multiagent Reinforcement Learning-Based Semi-Persistent Scheduling Scheme in C-V2X Mode 4

  Gu, B., Chen, W., Alazab, M., Tan, X. & Guizani, M., 1 Nov 2022, In: IEEE Transactions on Vehicular Technology. 71, 11, p. 12044-12056 13 p.

  Research output: Contribution to journal › Article › peer-review

  • Learning 100%
  • Vehicles 100%
  • Reinforcement 100%
  • Scheduling 71%
  • Process 28%

• Multidimensional benchmarking of the active queue management methods of network congestion control based on extension of fuzzy decision by opinion score method

  Albahri, O. S., Zaidan, A. A., Salih, M. M., Zaidan, B. B., Khatari, M. A., Ahmed, M. A., Albahri, A. S. & Alazab, M., Feb 2021, In: International Journal of Intelligent Systems. 36, 2, p. 796-831 36 p.

  Research output: Contribution to journal › Article › peer-review

  • Benchmarking 100%
  • Congestion Control 100%
  • Network Congestion 100%
  • Active Queue Management 100%
  • Decision-Making 66%