Ioan Sorin Comsa
Orcid: 0000-0002-9121-0286Affiliations:
- Brunel University London, UK
According to our database1,
Ioan Sorin Comsa
authored at least 33 papers
between 2011 and 2023.
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Bibliography
2023
Prediction of Dilatory Behavior in eLearning: A Comparison of Multiple Machine Learning Models.
IEEE Trans. Learn. Technol., October, 2023
Improved Quality of Online Education Using Prioritized Multi-Agent Reinforcement Learning for Video Traffic Scheduling.
IEEE Trans. Broadcast., June, 2023
IEEE Trans. Vis. Comput. Graph., April, 2023
2022
Work-in-Progress-Motion Tracking Data as a Proxy for Cognitive Load in Immersive Learning.
Proceedings of the 8th International Conference of the Immersive Learning Research Network, 2022
Proceedings of the 14th International Conference on Communications, 2022
2021
A Machine Learning Resource Allocation Solution to Improve Video Quality in Remote Education.
IEEE Trans. Broadcast., 2021
An Innovative Machine-Learning-Based Scheduling Solution for Improving Live UHD Video Streaming Quality in Highly Dynamic Network Environments.
IEEE Trans. Broadcast., 2021
An Innovative Reinforcement Learning-Based Framework for Quality of Service Provisioning Over Multimedia-Based SDN Environments.
IEEE Trans. Broadcast., 2021
Int. J. Hum. Comput. Stud., 2021
REDO: A Reinforcement Learning-based Dynamic Routing Algorithm Selection Method for SDN.
Proceedings of the 2021 IEEE Conference on Network Function Virtualization and Software Defined Networks, 2021
2020
5MART: A 5G SMART Scheduling Framework for Optimizing QoS Through Reinforcement Learning.
IEEE Trans. Netw. Serv. Manag., 2020
Performance Evaluation of Routing Strategies over Multimedia-based SDNs under Realistic Environments.
Proceedings of the 6th IEEE Conference on Network Softwarization, 2020
2019
A Comparison of Reinforcement Learning Algorithms in Fairness-Oriented OFDMA Schedulers.
Inf., 2019
Proceedings of the 2019 Wireless Days, 2019
Proceedings of the 27th ACM International Conference on Multimedia, 2019
2018
Towards 5G: A Reinforcement Learning-Based Scheduling Solution for Data Traffic Management.
IEEE Trans. Netw. Serv. Manag., 2018
J. Sensors, 2018
Seamless Multimedia Delivery Within a Heterogeneous Wireless Networks Environment: Are We There Yet?
IEEE Commun. Surv. Tutorials, 2018
360° Mulsemedia Experience over Next Generation Wireless Networks - A Reinforcement Learning Approach.
Proceedings of the Tenth International Conference on Quality of Multimedia Experience, 2018
2017
QoS-Driven Scheduling in 5G Radio Access Networks - A Reinforcement Learning Approach.
Proceedings of the 2017 IEEE Global Communications Conference, 2017
2016
Wirel. Networks, 2016
2015
CoRR, 2015
Probabilistic Data Aggregation Protocol Based on ACO-GA Hybrid Approach in Wireless Sensor Networks.
Proceedings of the 8th IFIP Wireless and Mobile Networking Conference, 2015
Dynamic data aggregation protocol based on multiple objective tree in Wireless Sensor Networks.
Proceedings of the Tenth IEEE International Conference on Intelligent Sensors, 2015
2014
Scheduling policies based on dynamic throughput and fairness tradeoff control in LTE-A networks.
Proceedings of the IEEE 39th Conference on Local Computer Networks, 2014
Construction of Data Aggregation Tree for Multi-objectives in Wireless Sensor Networks through Jump Particle Swarm Optimization.
Proceedings of the 18th International Conference in Knowledge Based and Intelligent Information and Engineering Systems, 2014
Proceedings of the 20th International Conference on Automation and Computing, 2014
Adaptive proportional fair parameterization based LTE scheduling using continuous actor-critic reinforcement learning.
Proceedings of the IEEE Global Communications Conference, 2014
2013
Backup Path with Energy Prediction Based on Energy-Aware Spanning Tree in Wireless Sensor Networks.
Proceedings of the 2013 International Conference on Cyber-Enabled Distributed Computing and Knowledge Discovery, 2013
2012
Int. J. Distributed Syst. Technol., 2012
A novel dynamic Q-learning-based scheduler technique for LTE-advanced technologies using neural networks.
Proceedings of the 37th Annual IEEE Conference on Local Computer Networks, 2012
2011
Proceedings of the 17th International Conference on Automation and Computing, 2011