Dr Mu Mu

Publications

Journals and book chapters

  • j29 Griffiths, C., Banazadeh, A. and Mu, M., “Flow FL-100 Transcranial Direct Current Stimulation (tDCS) Used at Home for People with Self-Reported Depression: Impact on Self-Reported Concentration Problems”, BJPsych Open, 12(S1), S48, June 2026 (RCPsych International Congress abstract). doi: 10.1192/bjo.2026.11054
  • j28 Mu, M., Chan, O., Debus, A., Dohan, M., Nicholls, D., Wallang, P., and Breen, K., “Automating EMDR-based Mental Health Treatment in Virtual Reality”, Virtual Reality, Springer 2026 doi: 10.1007/s10055-026-01405-3
  • j27 Mu, M., Banazadeh, A., Cauchi, M. and Griffiths, C., Real-World Effectiveness of Self-Administered Transcranial Direct Current Stimulation (tDCS) for Depression: A Retrospective Cohort Study, Journal of Affective Disorders Reports. 2026 https://doi.org/10.1016/j.jadr.2026.101044
  • j26 Griffiths, C. , Banazadeh, A. and Mu, M. “Transcranial Direct Current Stimulation (tDCS) Used at Home for People with Self-Reported Depression: Impact on Self-Reported Concentration Problems.” Open Journal of Depression, 15(1), 1-16, January 2026, doi: 10.4236/ojd.2026.151001.
  • j25 Chan, O., Mu, M., Debus, A., Dohan, M., Nicholls, D., Wallang, P., and Breen, K., “Usability, Feasibility, and Preliminary Outcomes of VR EMDR Therapy for Specific Phobia: Mixed-Method Study”, in Mental Health and Digital Technologies, Emerald Publishing, 2025, doi: 10.1108/MHDT-02-2025-0014
  • j24 Maravic da Silva, K., Griffiths, C., Banazadeh, A., Mu, M., “Transcranial Direct Current Stimulation (tDCS) Used at Home for People with a Diagnosis of Depression: Sleep Quality Outcomes”, Open Journal of Psychiatry Vol.15 No.2, April, 2025, doi: 10.4236/ojpsych.2025.152010
  • j23 Dohan, M., Mu, M., Ajit, S. et al. Real-walk modelling: deep learning model for user mobility in virtual reality. Multimedia Systems 30, 44, 2024. https://doi.org/10.1007/s00530-023-01200-z [dataset]
  • j22 Khalsan, M., Mu, M., Al-Shamery, E. S., Ajit, S., Machado L., and Agyeman, M. O., “A Novel Fuzzy Classifier Model for Cancer Classification Using Gene Expression Data,” in IEEE Access, doi: 10.1109/ACCESS.2023.3325381. 2023
  • j21 Mu, M., Dohan, M. “Unstuck in Metaverse: Persuasive User Navigation using Automated Avatars”,  in IEEE Communications Magazine, vol. 61, no. 9, pp. 56-62, September 2023, doi: 10.1109/MCOM.002.2200608.
  • j20 Mu, M. “Network as a Sensor for Crowd Analysis and Service Improvement”, in IEEE Network, vol. 37, no. 2, pp. 144-152, March/April 2023, doi: 10.1109/MNET.001.2200345. [dataset], IEEE, 2023
  • j19 Mu, M., Dohan, M., Goodyear, A., Hill, G., Johns, C., Mauthe, A., “User Attention and Behaviour in Virtual Reality Art Encounter”, in Multimedia Tools and Applications, Springer. https://arxiv.org/abs/2005.10161, doi: 10.1007/s11042-022-13365-2, 2022 [dataset]
  • j18 M. Khalsan et al., “A Survey of Machine Learning Approaches Applied to Gene Expression Analysis for Cancer Prediction,” in IEEE Access, vol. 10, pp. 27522-27534, 2022, doi: 10.1109/ACCESS.2022.3146312.
  • j17 Basil, A., Mu, M., and Al-Sherbaz, A., “Quality of Experience Experimentation Prediction Framework Through Programmable Network Management”, in Special Issue “Emerging Networks and Systems for Edge Computing”, Network 2022, 2(4), 500-518; https://doi.org/10.3390/network2040030
  • j16 Mu, M., “WiFi-based Crowd Monitoring and Workspace Planning for COVID-19 Recovery” https://doi.org/10.48550/arXiv.2007.12250, 2020
  • j15 Mu, M., Stokking, H. and Den Hartog, F., “Network Delay and Bandwidth Estimation for Cross-Device Synchronized Media ”, in Mediasync: Handbook on Multimedia Synchronization, Springer, 2017
  • j14 Fawcett, L., Mu, M., Hareng, B., and Race, N., “REF: Enabling Rapid Experimentation of Contextual Network Management using Software Defined Networking”, in IEEE Communications Magazine, 2017
  • j13 Mu, M., et al. “Closing the Gap: Human Factors in Cross-device Media Synchronization”, in IEEE Journal of Selected Topics in Signal Processing, 2017. DOI: 10.1109/JSTSP.2016.2638358
  • j12 Mu, M., Broadbent, M., Hart, N., Farshad, A., Race, N., Hutchison, D. and Ni, Q., “A Scalable User Fairness Model for Adaptive Video Streaming over SDN-Assisted Future Networks”, in IEEE Journal on Selected Areas in Communications. 34, 2168-2184, 2016. DOI: 10.1109/JSAC.2016.2577318
  • j11 Niamut, O., Mu, M., Denazis, S., and Race, N., “Social Telemedia: The Relationship between Social Information and Networked Media”, in IEEE Computer Magazine. 49, 92-97, 2016
  • j10 Dijktra, S., Niamut, O., Race, N., Efthymiopoulos, N., Denazis, S., Mu, M., and Taal, J., “STEER: Exploring the dynamic relationship between social information and networked media through experimentation”, IEEE Computer Society Special Technical Community on Social Networking (STCSN) E-Letter, vol. 3, no. 2, 12/2015.
  • j9 Mu, M., Simpson, S., Race, N., Niamut, O., Koot, G., Kaptein, R., Taal, J. and Mori, L., “Let’s share a story”: Socially-enhanced Multimedia Storytelling, in IEEE Multimedia. 07/2015
  • j8 Aguiar, E., Riker, A., Cerqueira, E., Abelém, A., Mu, M., Braun, T., Curado, M. and Zeadally, S., A Real-time Video Quality Estimator for Emerging Wireless Multimedia Systems, in Wireless Networks. 18 p. 03/2014
  • j7 Ley, B., Ogonowski, C., Mu, M., Hess, J., Race, N., Randall, D., Rouncefield, M. and Wulf, V. At home with users: A Comparative View of Living Labs, in Interacting with Computers. 2014
  • j6 Mu, M., Simpson, S., Bojko, C., Broadbent, M., Brown, J., Mauthe, A., Race, N. and Hutchison, D. Storisphere: From TV Watching to Community Story Telling, in IEEE Communications Magazine. 51, 8 08/2013
  • j5 Mu, M., Knowles, W., Georgopoulos, P., Simpson, S., Cerqueira, E., Race, N., Mauthe, A. and Hutchison, D., Quality Evaluation in Peer-to-Peer IPTV Services, 2013 Data Traffic Monitoring and Analysis: From Measurement, Classification and Anomaly Detection to Quality of Experience. Berlin: Springer, p. 302-319 18 p. (Lecture Notes in Computer Science; vol. 7754)
  • j4 Mu, M., Ishmael, J., Knowles, W., Rouncefield, M., Race, N., Stuart, M. and Wright, G. P2P-Based IPTV Services: Design, Deployment, and QoE Measurement, in IEEE Transactions on Multimedia. 14, 6, p. 1515-1527 13 p. 2012
  • j3 Mu, M., Romaniak, P., Mauthe, A., Leszczuk, M., Janowski, L. and Cerqueira, E., Framework for the Integrated Video Quality Assessment, in Multimedia Tools and Applications. 61, 3, p. 787-817 31 p.
  • j2 Mu, M., Mauthe, A., Haley, R. and Garcia, F., Discrete Quality Assessment in IPTV Content Distribution Networks, in Signal Processing: Image Communication. 26, 7, p. 339-357 19 p. 2011
  • j1 Mu, M., Cerqueira, E., Boavida, F. and Mauthe, A., Quality of Experience Management Framework for Real-time Multimedia Applications, in International Journal of Internet Protocol Technology. 4, p. 54-64 11 p. 03/2009

Conferences and workshops

  • c45 Weil, J., Alkhalili Y., Tahir, A., Gruczyk, T., Meuser, T., Mu, M., Mauthe, A. and Koeppl, H., Modeling Quality of Experience for Compressed Point Cloud Sequences based on a Subjective Study, The 15th International Conference on Quality of Multimedia Experience (QoMEX 2023), Ghent, Belgium, June 20-22, 2023
  • c44 Murtada Dohan, Mu Mu, Suraj Ajit, Tawfiq A. Al-Assadi, Gary Hill and Andreas Mauthe, Deep-learning based recommenders for the improved user navigation in VR, in 1st Int. Workshop on Analytics, Learning & Collaboration in eXtended Reality (XRWALC), ACM International Conference on Interactive Media Experiences (ACM IMX 2022), Portugal, 2022 [dataset]
  • c43 Basil, A., Mu, M., and Al-Sherbaz, A., Novel Quality of Experience Experimentation Framework Through Programmable Network Management, IEEE 19th Annual Consumer Communications & Networking Conference (CCNC), 2022
  • c42 Mu, M. and Dohan M., Community Generated VR Painting using Eye Gaze. accepted in 29th ACM International Conference on Multimedia (ACM MM 21), Chengdu, China. 2021
  • c41 Basil, A., Mu, M., et. al, A Software Defined Network Based Research on Fairness in Multimedia, FAT/MM WS, 27th ACM International Conference on Multimedia (ACM MM 2019), France. 10/2019
  • c40 Basil, A., Mu, M., and Opoku Agyeman, M., A Multi-Modal Framework for Future Emergency Systems, IEEE Smart World Congress, United Kingdom. 08/2019
  • c39 Goodyear, A. and Mu, M., Abstract Painting Practice: Expanding in a Virtual World. In Proceedings of ACM International Conference on Interactive Experiences for TV and Online Video (ACM TVX ’19), June 5–7, 2019, Salford (Manchester), United Kingdom. 06/2019
  • c38 Dohan, M. and Mu, M., Understanding User Attention In VR Using Gaze Controlled Games. In Proceedings of ACM International Conference on Interactive Experiences for TV and Online Video (ACM TVX ’19), June 5–7, 2019, Salford (Manchester), United Kingdom. https://doi.org/10.1145/3317697.3325118 06/2019
  • c37 Zenki, R. and Mu, M., Machine Learning Interpretability and Its Impact on Smart Campus Projects, in Exploring Human-centred Explainable Artificial Intelligence (HExAI), 05/2019
  • c36 Slavova, Y. and Mu, M., A Comparative Study of the Learning Outcomes and Experience of VR in Education, in Proceedings of the 25th IEEE Conference on Virtual Reality and 3D User Interfaces (IEEE VR 2018), Germany, 05/2018
  • c35 Mu, M., Software Defined Cognitive Networking: Supporting Intelligent Online Video Streaming, in Proceedings of 15th IEEE Annual Consumer Communications & Networking Conference (IEEE CCNC 2018), USA, 01/2018
  • c34 Ajam, H. and Mu, M., A Middleware to Enable Immersive Multi-Device Online TV Experience, in Proceedings of 2017 ACM International Conference on Interactive Experiences for Television and Online Video (ACM TVX 2017), Hilversum, The Netherlands, 06/2017
  • c33 Yuan, J., Lorenz, F., Lommatzsch, A., Mu., M, Race, N., Hopfgartner, F., and Albayrak, S., Countering Contextual Bias in TV Watching Behavior: Introducing Social Trend as External Contextual Factor in TV Recommenders, in Proceedings of 2017 ACM International Conference on Interactive Experiences for Television and Online Video (ACM TVX 2017), Hilversum, The Netherlands, 06/2017
  • c32 Fawcett, L., Mu, M., Broadbent, M., Hart, N., and Race, N., SDQ: Enabling Rapid QoE Experimentation using Software Defined Networking, in proceedings of IFIP/IEEE International Symposium on Integrated Network Management (IEEE IM), Lisbon, Portugal, 05/2017
  • c31 Sani, Y., Mu, M., Mauthe, A., and Edwards., C., A Bio-inspired HTTP-based Adaptive Streaming Player(GRAND CHALLENGE AWARD), in Proceedings of 2016 IEEE International Conference on Multimedia and Expo (IEEE ICME 2016), Seattle, USA, 07/2016
  • c30 Mu, M., et al., QoE-aware Inter-stream Synchronization in Open N-Screens Cloud, in Proceedings of the 13th Annual IEEE Consumer Communications & Networking Conference (IEEE CCNC), Las Vegas, USA, 01/2016
  • c29 Mu, M., et al., Improving Interactive TV Experience Using Second Screen Mobile Applications, in IEEE International Symposium on Multimedia (IEEE ISM), Miami, Florida, 12/2015
  • c28 Yuan, J., Sivrikaya, F., Hopfgartner. F., Lommatzsch, A., and Mu, M., Context-aware LDA: Balancing Relevance and Diversity in TV Content Recommenders, in 2nd Workshop on Recommendation Systems for Television and Online Video in conjunction with the 9th ACM Conference on Recommender Systems (ACM Recsys). 09/2015
  • c27 Mu, M., Simpson. S., Farshad. A., Ni. Q., and Race. N., User-level Fairness Delivered: Network Resource Allocation for Adaptive Video Streaming (BEST PAPER AWARD) in Proceedings of 2015 IEEE/ACM International Symposium on Quality of Service (IWQoS), Portland, USA, 06/2015
  • c26 Mu, M., Rouncefield. M., Elkhatib. Y., Simpson, S., Taal, J., and Race, N., Ethical Challenges in Collaborative Storytelling, in Proceedings of ACM SIGCOMM Workshop on Ethics in Networked Systems Research, London, UK, 08/2015
  • c25 Simpson, S., Mu, M., Niamut, O., Taal, J., and Race, N. Collective User Experience: Community-driven Story co-authoring in Live Events, in 3rd International Workshop on Interactive Content Consumption at ACM TVX 2015, 06/2015
  • c24 Farshad, A., Georgopoulos, P., Broadbent, M., Mu, M. & Race, N., Leveraging SDN to Provide an In-network QoE Measurement Framework, in Proceedings of IEEE INFOCOM 2015 Workshop on Communication & Networking Techniques for Contemporary Video, 04/2015
  • c23 Elkhatib, Y., Killick, R., Mu, M. and Race, N. Just browsing?: Understanding User Journeys in Online TV, in Proceedings of ACM International Conference on Multimedia (ACM Multimedia), 11/2014
  • c22 Mu, M., Trench-Jellicoe, J. and Race, N. Vision Social TV: Towards Personalised Media Experience and Community Atmosphere, in ACM International Conference on Interactive Experiences for Television and Online Video (ACM TVX). 2014
  • c21 Bojko, C., Mu, M. and Race, N. Synchronising Video Playback Information within a Distributed Framework, in Media Synchronization Workshop (MediaSync) Nantes, 28/10/2013
  • c20 Mu, M., Simpson, S., Trench-Jellicoe, J., Bojko, C. and Wilson, R., Community Media Authoring and Sharing Made Easy, in DE2013: Open Digital – The Fourth Annual Digital Economy All Hands Meeting. Salford 2013
  • c19 Georgopoulos, P., Elkhatib, Y., Broadbent, M., Mu, M. and Race, N. Towards Network-wide QoE fairness using Openflow-assisted Adaptive Video Streaming, in Proceedings of the 2013 ACM SIGCOMM workshop on Future Human-centric Multimedia Networking p. 15-20
  • c18 Mu, M., Knowles, W. and Race, N., Understanding Your Needs: An Adaptive VoD System, IEEE International Symposium on Multimedia (ISM). IEEE, p. 255-260 2012
  • c17 Knowles, W., Mu, M., Bamford, W., Race, N., and Needham, C., Introducing NextShareMobile, An Interactive Second Screen Application, in Proceedings of the 10th international conference on Mobile systems, applications, and services. 2012 MobiSys ’12
  • c16 Aguiar, E., Riker, A., Cerqueira, E., Jorge Gomes Abelem, A., Mu, M. and Zeadally, S. Real-time QoE Prediction for Multimedia Applications in Wireless Mesh Networks, in Proceedings ofIEEE Consumer Communications and Networking Conference (CCNC), 2012 . IEEE, p. 592-596
  • c15 Mu, M., Mauthe, A., Tyson, G. and Cerqueira, E., Statistical Analysis of Ordinal User Opinion Scores, in Proceedings of IEEE Consumer Communications and Networking Conference (CCNC), 2012 . IEEE, p. 331-336
  • c14 Denazis, S., Efthymiopoulos, . N., Koufopavlou, O., Den Hartog, F., Niamut, O., Hutchison, D., Race, N., Mu, M., Taal, J., Mori, L., Boniface, M., C Phillips, S. and Wu, F. STEER: A Social Telemedia Environment for Experimental Research, 2012
  • c13 Mu, M., Simpson, S., Brown, J., Bojko, C. and Broadbent, M. Storisphere: Let’s Make a Video Story Together, in Digital Futures 2012: The Digital Economy All Hands Conference, Aberdeen, United Kingdom.
  • c12 Aguiar, E., Riker, A., Jorge Gomes Abelem, A., Cerqueira, E. and Mu, M., Video Quality Estimator for Wireless Mesh Networks, in Proceedings of IEEE International Workshop on Quality of Service (IWQoS),2012
  • c11 Mu, M., Ishmael, J., Mitchell, K., Race, N. and Mauthe, A., Multimodal QoE Evaluation in P2P-based IPTV Systems, in Proceedings of the 19th ACM International Conference on Multimedia. New York, NY, USA: ACM, p. 1321-1324
  • c10 Mu, M., Mauthe, A. & Garcia, F., A Discrete Perceptual Impact Evaluation Quality Assessment Framework for IPTV Services, in Proceedings of IEEE International Conference on Multimedia and Expo (ICME), 2010 . IEEE, p. 1505-1510
  • c9 Mu, M. and Haley, R., LA2 Testbed – A Working System for the Development and Evaluation of Parametric Quality Assessment Models, 2010 Lancaster: Lancaster University.
  • c8 Mu, M. (editor), An Interview with Video Quality Experts, in ACM SIGMM Records. 2 12/2009
  • c7 Mu, M., Mauthe, A., Casson, J., Tyson, G. and Garcia, F., LA1 TestBed: Evaluation Testbed to Assess the Impact of Network Impairments on Video Quality, in Proceedings of 5th International Conference on Testbeds and Research Infrastructures for the Development of Networks & Communities and Workshops, 2009. TridentCom 2009. IEEE, p. 1-9
  • c6 Mu, M., Mauthe, A. and Garcia, F., A Utility-based QoS Model for Emerging Multimedia Applications, in Proceedings of The Second International Conference on Next Generation Mobile Applications, Services and Technologies, p. 521-528
  • c5 Tyson, G., Mauthe, A., Kaune, S., Mu, M., and Plagemann, T., Corelli: A Peer-to-Peer Dynamic Replication Service for Supporting Latency-Dependent Content in Community Networks, in Proceedings of Multimedia Computing and Networking (MMCN): SPIE
  • c4 Mu, M., Gostner, R., Mauthe, A., Tyson, G. and Garcia, F., Visibility of Individual Packet Loss on H.264 Encoded Video Stream: A User Study on the Impact of Packet Loss on Perceived Video Quality, in Proceedings of Multimedia Computing and Networking (MMCN a.k.a. MMSYS) SPIE
  • c3 Kangasharju, J., Mu, M. and Colussi, G. D., Application-Level Fairness, in Proceedings of International Conference on Information Networking, 2008. ICOIN IEEE, p. 1-5
  • c2 Romaniak, P., Mu, M., Mauthe, A., D’Antonio, S. and Leszczuk, M., Framework for the Integrated Video Quality Assessment, in Proceedings of 18th ITC Specialist Seminar on Quality of Experience.Fiedler, M., Blouin, F. & Arlos, P. (eds.). Karlskrona: Blekinge Institute of Technology, p. 81-90
  • c1 Mu, M. and Mauthe, A., Video Quality Assessment and Management in Content Distribution Networks, in Proceedings of IFIP Annual Mediterranean Ad Hoc Networking (Med-Hoc-Net) 2008