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Ioan Sorin Comsa
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- affiliation: Brunel University London, UK
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2020 – today
- 2023
- [j15]Ioan-Sorin Comsa
, Andreea Molnar
Improved Quality of Online Education Using Prioritized Multi-Agent Reinforcement Learning for Video Traffic Scheduling. IEEE Trans. Broadcast. 69(2): 436-454 (2023) - [j14]Christof Imhof
Prediction of Dilatory Behavior in eLearning: A Comparison of Multiple Machine Learning Models. IEEE Trans. Learn. Technol. 16(5): 648-663 (2023) - [j13]Alexandra Covaci
Multisensory 360° Videos Under Varying Resolution Levels Enhance Presence. IEEE Trans. Vis. Comput. Graph. 29(4): 2093-2101 (2023) - 2022
- [c17]Ahmed Al-Jawad, Ioan-Sorin Comsa, Purav Shah, Ramona Trestian:
LearnSDN: Optimizing Routing Over Multimedia-based 5G-SDN using Machine Learning. COMM 2022: 1-6 - [c16]Ivan Moser
Work-in-Progress-Motion Tracking Data as a Proxy for Cognitive Load in Immersive Learning. iLRN 2022: 1-3 - [i2]Christof Imhof, Ioan-Sorin Comsa, Martin Hlosta, Behnam Parsaeifard, Ivan Moser, Per Bergamin:
Prediction of Dilatory Behavior in eLearning: A Comparison of Multiple Machine Learning Models. CoRR abs/2206.15079 (2022) - 2021
- [j12]Estêvão B. Saleme
The influence of human factors on 360∘ mulsemedia QoE. Int. J. Hum. Comput. Stud. 146: 102550 (2021) - [j11]Ioan-Sorin Comsa, Gabriel-Miro Muntean
An Innovative Machine-Learning-Based Scheduling Solution for Improving Live UHD Video Streaming Quality in Highly Dynamic Network Environments. IEEE Trans. Broadcast. 67(1): 212-224 (2021) - [j10]Ioan-Sorin Comsa
A Machine Learning Resource Allocation Solution to Improve Video Quality in Remote Education. IEEE Trans. Broadcast. 67(3): 664-684 (2021) - [j9]Ahmed Al-Jawad, Ioan-Sorin Comsa, Purav Shah
An Innovative Reinforcement Learning-Based Framework for Quality of Service Provisioning Over Multimedia-Based SDN Environments. IEEE Trans. Broadcast. 67(4): 851-867 (2021) - [c15]Ahmed Al-Jawad, Ioan-Sorin Comsa, Purav Shah, Orhan Gemikonakli
REDO: A Reinforcement Learning-based Dynamic Routing Algorithm Selection Method for SDN. NFV-SDN 2021: 54-59 - 2020
- [j8]Ioan-Sorin Comsa, Estêvão Bissoli Saleme
Do I Smell Coffee? The Tale of a 360° Mulsemedia Experience. IEEE Multim. 27(1): 27-36 (2020) - [j7]Ioan-Sorin Comsa
5MART: A 5G SMART Scheduling Framework for Optimizing QoS Through Reinforcement Learning. IEEE Trans. Netw. Serv. Manag. 17(2): 1110-1124 (2020) - [c14]Ahmed Al-Jawad, Purav Shah, Orhan Gemikonakli
Performance Evaluation of Routing Strategies over Multimedia-based SDNs under Realistic Environments. NetSoft 2020: 160-164
2010 – 2019
- 2019
- [j6]Ioan-Sorin Comsa
A Comparison of Reinforcement Learning Algorithms in Fairness-Oriented OFDMA Schedulers. Inf. 10(10): 315 (2019) - [c13]Alexandra Covaci
360° Mulsemedia: A Way to Improve Subjective QoE in 360° Videos. ACM Multimedia 2019: 2378-2386 - [c12]Ioan-Sorin Comsa, Sijing Zhang, Mehmet Aydin
Enhancing User Fairness in OFDMA Radio Access Networks Through Machine Learning. Wireless Days 2019: 1-8 - 2018
- [j5]Ramona Trestian
Seamless Multimedia Delivery Within a Heterogeneous Wireless Networks Environment: Are We There Yet? IEEE Commun. Surv. Tutorials 20(2): 945-977 (2018) - [j4]Yao Lu
Self-Learning-Based Data Aggregation Scheduling Policy in Wireless Sensor Networks. J. Sensors 2018: 9647593:1-9647593:12 (2018) - [j3]Ioan-Sorin Comsa
Towards 5G: A Reinforcement Learning-Based Scheduling Solution for Data Traffic Management. IEEE Trans. Netw. Serv. Manag. 15(4): 1661-1675 (2018) - [c11]Ioan-Sorin Comsa, Ramona Trestian, Gheorghita Ghinea
360° Mulsemedia Experience over Next Generation Wireless Networks - A Reinforcement Learning Approach. QoMEX 2018: 1-6 - 2017
- [c10]Ioan-Sorin Comsa, Antonio De Domenico, Dimitri Ktenas:
QoS-Driven Scheduling in 5G Radio Access Networks - A Reinforcement Learning Approach. GLOBECOM 2017: 1-7 - 2016
- [j2]Yao Lu
Adaptive data aggregation with probabilistic routing in wireless sensor networks. Wirel. Networks 22(8): 2485-2499 (2016) - 2015
- [c9]Yao Lu, Ioan Sorin Comsa, Pierre Kuonen, Béat Hirsbrunner:
Dynamic data aggregation protocol based on multiple objective tree in Wireless Sensor Networks. ISSNIP 2015: 1-7 - [c8]Yao Lu, Ioan Sorin Comsa, Pierre Kuonen, Béat Hirsbrunner:
Probabilistic Data Aggregation Protocol Based on ACO-GA Hybrid Approach in Wireless Sensor Networks. WMNC 2015: 235-238 - [i1]Ioan Sorin Comsa, Radu Arsinte:
Evaluating QoS Parameters for IPTV Distribution in Heterogeneous Networks. CoRR abs/1502.06078 (2015) - 2014
- [c7]Ioan Sorin Comsa, Sijing Zhang, Mehmet Aydin, Jianping Chen, Pierre Kuonen, Jean-Frédéric Wagen:
Adaptive proportional fair parameterization based LTE scheduling using continuous actor-critic reinforcement learning. GLOBECOM 2014: 4387-4393 - [c6]Jianping Chen, Yao Lu, Ioan Sorin Comsa, Pierre Kuonen:
A scalability hierarchical fault tolerance strategy: Community Fault Tolerance. ICAC 2014: 212-217 - [c5]Yao Lu, Jianping Chen, Ioan Sorin Comsa, Pierre Kuonen, Béat Hirsbrunner:
Construction of Data Aggregation Tree for Multi-objectives in Wireless Sensor Networks through Jump Particle Swarm Optimization. KES 2014: 73-82 - [c4]Ioan Sorin Comsa, Mehmet Aydin, Sijing Zhang, Pierre Kuonen, Jean-Frédéric Wagen, Yao Lu:
Scheduling policies based on dynamic throughput and fairness tradeoff control in LTE-A networks. LCN 2014: 418-421 - 2013
- [c3]Yao Lu, Jianping Chen, Ioan Sorin Comsa, Pierre Kuonen:
Backup Path with Energy Prediction Based on Energy-Aware Spanning Tree in Wireless Sensor Networks. CyberC 2013: 392-397 - 2012
- [j1]Ioan Sorin Comsa, Mehmet Aydin, Sijing Zhang, Pierre Kuonen, Jean-Frédéric Wagen:
Multi Objective Resource Scheduling in LTE Networks Using Reinforcement Learning. Int. J. Distributed Syst. Technol. 3(2): 39-57 (2012) - [c2]Ioan Sorin Comsa, Sijing Zhang, Mehmet Aydin, Pierre Kuonen, Jean-Frédéric Wagen:
A novel dynamic Q-learning-based scheduler technique for LTE-advanced technologies using neural networks. LCN 2012: 332-335 - 2011
- [c1]Ioan Sorin Comsa, Mehmet Aydin, Sijing Zhang, Pierre Kuonen, Jean-Frédéric Wagen:
Reinforcement learning based radio resource scheduling in LTE-advanced. ICAC 2011: 219-224
Coauthor Index
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