Research output

Research output per year 2006 2009 2012 2013 2015 2016 2022 2022

• 23 Conference Contribution
• 22 Article
• 15 Chapter
• 2 Paper
• 2 More
  • 1 Commissioned Report
  • 1 Conference Article

Research output per year

Research output per year

Search results

• 2022

  A Survey of Machine Learning Approaches Applied to Gene Expression Analysis for Cancer Prediction

  Khalsan, M., Machado, L., SALIH AL-SHAMERY, EMAN., Ajit, S., Anthony, K., Mu, M. & Opoku Agyeman, M., 18 Mar 2022, In: IEEE Access.

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

  Open Access

  File

  • Gene expression 100%
  • Biomarkers 85%
  • Biological Marker 82%
  • Machine learning 66%
  • Tissue 38%

• Deep-learning based recommenders for the improved user navigation in VR

  Dohan, M., Mu, M., Ajit, S., A. Al-Assadi, T., Hill, G. & Mauthe, A., 21 Apr 2022, (Accepted/In press) ACM International Conference on Interactive Media Experiences (ACM IMX 2022). Association for Computing Machinery (ACM)

  Research output: Contribution to Book/Report › Conference Contribution › peer-review

  Open Access

  File

  • Deep learning 100%
  • Virtual reality 98%
  • Navigation 85%
  • Entertainment 30%
  • Recurrent neural networks 29%

• Novel Quality of Experience Experimentation Framework Through Programmable Network Management

  Basil, A. O., Mu, M. & Al-Sherbaz, A., 8 Jan 2022, 2022 IEEE 19th Annual Consumer Communications & Networking Conference (CCNC). IEEE, p. 485-486 2 p. (2022 IEEE 19th Annual Consumer Communications & Networking Conference (CCNC)).

  Research output: Contribution to Book/Report › Conference Contribution › peer-review

  • Network management 100%
  • User experience 91%
  • Throughput 16%
  • Feedback 14%

• Quality of Experience Experimentation Prediction Framework through Programmable Network Management

  Al-Mashhadani, A. O. B., Mu, M. & Al-Sharbaz, A., 8 Oct 2022, In: Network. 2, 4, p. 500-518 19 p.

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

  Open Access

  File

  • Network management 100%
  • Quality of service 36%
  • Machine learning 33%
  • Experiments 32%
  • Internet 31%

• User Attention and Behaviour in Virtual Reality Art Encounter

  Mu, M., Dohan, M., Goodyear, A., Hill, G., Johns, C. & Mauthe, A., 4 Jul 2022, In: Multimedia Tools and Applications.

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

  Open Access

  File

  • Virtual reality 100%
  • Eye tracking 33%
  • Painting 32%
  • Deep learning 25%
  • Experiments 10%
• 2021

  Community Generated VR Painting using Eye Gaze

  Mu, M. & Dohan, M., 17 Oct 2021, 29th ACM International Conference on Multimedia. Association for Computing Machinery (ACM), p. 2765-2767 (Proceedings of the 29th ACM International Conference on Multimedia).

  Research output: Contribution to Book/Report › Conference Contribution › peer-review

  Open Access

  File

  • Painting 100%
  • Virtual reality 75%
• 2020

  A Multi-Modal Framework for Future Emergency Systems

  Basil, A. O., Mu, M. & Opoku Agyeman, M., 1 Sep 2020, Proceedings - 2019 IEEE SmartWorld, Ubiquitous Intelligence and Computing, Advanced and Trusted Computing, Scalable Computing and Communications, Internet of People and Smart City Innovation, SmartWorld/UIC/ATC/SCALCOM/IOP/SCI 2019. IEEE, p. 17-20 4 p. (Proceedings - 2019 IEEE SmartWorld, Ubiquitous Intelligence and Computing, Advanced and Trusted Computing, Scalable Computing and Communications, Internet of People and Smart City Innovation, SmartWorld/UIC/ATC/SCALCOM/IOP/SCI 2019).

  Research output: Contribution to Book/Report › Conference Contribution › peer-review

  • Internet of things 100%
  • Emergency services 53%
  • Radio frequency identification (RFID) 37%
  • Access control 37%
  • Towers 36%
• 2019

  Abstract Painting Practice: Expanding in a Virtual World

  Goodyear, A. & Mu, M., 15 Apr 2019, (Accepted/In press).

  Research output: Contribution to Conference › Paper › peer-review

  • Abstract Paintings 100%
  • Virtual Worlds 86%
  • Virtual Reality 57%
  • Artist 54%
  • Art Institutions 31%

• A Software Defined Network Based Research on Fairness in Multimedia

  Basil, A. O., Mu, M. & Al-Sherbaz, A., 25 Oct 2019, Proceedings of the 1st International Workshop on Fairness, Accountability, and Transparency in MultiMedia. Association for Computing Machinery (ACM), p. 11-18 8 p. (Proceedings of the 1st International Workshop on Fairness, Accountability, and Transparency in MultiMedia - FAT/MM '19).

  Research output: Contribution to Book/Report › Conference Contribution › peer-review

  • User experience 100%
  • Throughput 23%

• Understanding User Attention In VR Using Gaze Controlled Games

  Dohan, M. & Mu, M., 4 Jun 2019, ACM International Conference on Interactive Experiences for TV and Online Video. IEEE, p. 167-173 7 p.

  Research output: Contribution to Book/Report › Conference Contribution › peer-review

  Open Access

  • Virtual reality 100%
  • Eye tracking 66%
  • Mechanics 49%
  • Experiments 20%
• 2018

  A comparative study of the learning outcomes and experience of VR in education

  Slavova, Y. & Mu, M., 30 Aug 2018, IEEE Conference on Virtual Reality and 3D User Interfaces: IEEE VR 2018. Germany: IEEE, p. 1-2 2 p.

  Research output: Contribution to Book/Report › Conference Contribution › peer-review

  • virtual reality 100%
  • learning 35%
  • experience 32%
  • education 31%
  • knowledge acquisition 28%

• Network delay and bandwidth estimation for cross-device synchronized media

  Mu, M., Stokking, H., Den Hartog, F., Montagud, M. (ed.), Cesar, P. (ed.), Boronat, F. (ed.) & Jansen, J. (ed.), 26 Mar 2018, MediaSync: Handbook on Multimedia Synchronization. U.S.: Springer International, p. 649-676 679 p.

  Research output: Contribution to Book/Report › Chapter › peer-review

  • Bandwidth 100%
  • Synchronization 63%
  • Cellular telephones 38%
  • Quality of service 31%
  • Communication 19%

• Software defined cognitive networking: supporting intelligent online video streaming

  Mu, M., 19 Mar 2018, In: 2018 15th IEEE Annual Consumer Communications & Networking Conference (CCNC).

  Research output: Contribution to Journal › Article

  Open Access

  File

  • Video streaming 100%
  • User experience 89%
  • HTTP 35%
  • Software defined networking 34%
  • Network management 32%
• 2017

  A middleware to enable immersive multi-device online TV experience

  Ajam, H., Ramdhany, R., Hammond, M. & Mu, M., 3 May 2017, (Accepted/In press) Proceedings of the ACM International Conference on Interactive Experiences for TV and Online Video. New York: Association for Computing Machinery (ACM)

  Research output: Contribution to Book/Report › Chapter

  • Middleware 100%
  • Entertainment industry 37%

• Countering contextual bias in TV watching behavior: introducing social trend as external contextual factor in TV recommenders

  Yuan, J., Lorenz, F., Lommatzsch, A., Mu, M., Race, N., Hopfgartner, F. & Albayrak, S., 16 Jun 2017, ACM International Conference on Interactive Experiences for Television and Online Video (ACM TVX). The Netherlands: Association for Computing Machinery (ACM), p. 21-30 10 p.

  Research output: Contribution to Book/Report › Conference Contribution › peer-review

  • Momentum 100%
  • Recommender systems 54%
  • Factorization 54%
  • Tensors 54%

• REF: enabling rapid experimentation of contextual network traffic management using Software Defined Networking

  Fawcett, L., Mu, M., Hareng, B. & Race, N., 14 Jul 2017, In: IEEE Communications Magazine. 55, 7, p. 144-150 7 p.

  Research output: Contribution to Journal › Article

  Open Access

  File

  • Software defined networking 100%
  • Telecommunication traffic 92%
  • Video streaming 19%
  • Deterioration 16%
  • Resource allocation 15%

• Work-in-Progress Track Chairs' Welcome

  Mu, M. & Fedorovskaya, E., 14 Jun 2017, Adjunct Publication of the 2017 ACM International Conference on Interactive Experiences for TV and Online Video. Association for Computing Machinery (ACM), p. 1-1 1 p.

  Research output: Contribution to Book/Report › Conference Contribution › peer-review

  Open Access

  File

  • Mentoring 100%
  • Feedback 69%
  • Digital libraries 44%
  • Television 39%
  • Cameras 26%
• 2016

  A Bio-inspired HTTP-based adaptive streaming player

  Sani, Y., Mu, M., Mauthe, A. & Edwards, C., 26 Sep 2016, A bio-inspired HTTP-based Adaptive Streaming player. IEEE, p. 1-4 4 p.

  Research output: Contribution to Book/Report › Conference Contribution › peer-review

  Open Access

  File

  • HTTP 100%
  • Heterogeneous networks 44%
  • Internet 28%

• Applying topic model in context-aware TV programs recommendation

  Yuan, J., Lommatzsch, A. & Mu, M., 12 Sep 2016, In: CEUR Workshop Proceedings. 1670

  Research output: Contribution to Journal › Article

  Open Access

  File

  • IPTV 100%
  • Information retrieval 73%
  • Probability distributions 71%
  • Sampling 53%
  • Experiments 26%

• A scalable user fairness model for adaptive video streaming over SDN-assisted future networks

  Mu, M., Broadbent, M., Farshad, A., Hart, N., Hutchison, D., Ni, Q. & Race, N., 6 Jun 2016, (E-pub ahead of print) In: IEEE Journal on Selected Areas in Communications. 34, 8, p. 2168 - 2184 17 p.

  Research output: Contribution to Journal › Article

  Open Access

  File

  • HTTP 100%
  • Software defined networking 95%
  • Video streaming 93%
  • Internet 57%
  • Media streaming 37%

• Closing the Gap: Human Factors in Cross-Device Media Synchronization

  Mu, M., Fawcett, L., Bird, J., Jellico, J., Simpson, S., Stokking, H. & Race, N., 12 Dec 2016, In: IEEE Journal of Selected Topics in Signal Processing. 11, 1, p. 180-195 16 p.

  Research output: Contribution to Journal › Article

  Open Access

  File

  • Human engineering 100%
  • Synchronization 77%
  • Cellular telephones 23%
  • Experiments 17%
  • Monitoring 13%

• QoE-aware inter-stream synchronization in open N-screens cloud

  Mu, M., Simpson, S., Stokking, H. & Race, N., 31 Mar 2016, 2016 13th IEEE Annual Consumer Communications & Networking Conference (CCNC). Las Vegas: IEEE, p. 907-915

  Research output: Contribution to Book/Report › Chapter

  Open Access

  File

  • Synchronization 100%
  • Mobile computing 35%
  • Monitoring 23%
  • Experiments 14%

• SDQ: enabling rapid QoE experimentation using Software Defined Networking

  Fawcett, L., Mu, M., Broadbent, M., Hart, N. & Race, N., 11 Nov 2016, (Accepted/In press) IFIP/IEEE International Symposium on Integrated Network Management. New York: IEEE

  Research output: Contribution to Book/Report › Chapter › peer-review

  Open Access

  File

  • Software defined networking 100%
  • HTTP 35%
  • Network management 32%
  • Network protocols 20%
  • Experiments 10%

• Social telemedia: the relationship between social information and networked media

  Niamut, O., Mu, M., Denazis, S. & Race, N., 13 May 2016, In: IEEE Computer. 49, 5

  Research output: Contribution to Journal › Article

  Open Access

  File

  • Mobile computing 100%
• 2015

  Collective User Experience: Community-driven Story Co-authoring in Live Events

  Mu, M., Simpson, S., Niamut, O., Taal, J. & Race, N., 2015, 3rd International Workshop on Interactive Content Consumption at TVX’15, June 3rd, 2015, Brussels, Belgium.. p. 1-2 2 p.

  Research output: Contribution to Book/Report › Conference Contribution › peer-review

  Open Access

  File

  • Audiovisual 100%
  • Ecosystems 92%
  • User experience 85%
  • Experiments 30%

• Context-aware LDA: Balancing Relevance and Diversity in TV Content Recommenders

  Yuan, J., Sivrikaya, F., Hopfgartner, F., Lommatzsch, A. & Mu, M., 19 Sep 2015, p. 1-8. 8 p.

  Research output: Contribution to Conference › Paper › peer-review

  • Statistics 100%
  • Experiments 47%

• Ethical challenges in collaborative storytelling

  Mu, M., Rouncefield, M., Elkhatib, Y., Simpson, S., Taal, J. & Race, N., 2015, Proceedings of the 2015 ACM SIGCOMM Workshop on Ethics in Networked Systems Research. p. 1-4 4 p.

  Research output: Contribution to Book/Report › Conference Contribution › peer-review

  Open Access

  File

  • Ethical aspects 100%
  • Audiovisual 88%
  • Life cycle 66%
  • Experiments 54%
  • Composite materials 44%

• Improving interactive TV experience using second screen mobile applications

  Mu, M., Knowles, W. & Race, N., 1 Dec 2015, 2015 IEEE International Symposium on Multimedia. Miami, Florida: IEEE Computer Society Press, p. 1-4 4 p.

  Research output: Contribution to Book/Report › Conference Contribution › peer-review

  Open Access

  File

  • Architectural design 100%
  • User experience 86%

• "Let's Share a Story": Socially Enhanced Multimedia Storytelling

  Mu, M., Simpson, S., Race, N., Niamut, O., Koot, G., Kaptein, R., Taal, J. & Mori, L., 13 May 2015, In: IEEE Multimedia. 22, 3, p. 54-65 12 p.

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

  Open Access

  File

  • Online systems 100%
  • Audiovisual 95%
  • Ecosystems 88%
  • User experience 81%
  • Engines 52%

• Leveraging SDN to provide an in-network QoE measurement framework

  Farshad, A., Georgopoulos, P., Broadbent, M., Mu, M. & Race, N., 6 Aug 2015, CNTCV 2015: 2nd workshop on communication & networking techniques for contemporary video 2015. IEEE

  Research output: Contribution to Book/Report › Conference Contribution › peer-review

  Open Access

  File

  • HTTP 100%
  • Software defined networking 95%
  • Monitoring 31%
  • Video streaming 31%
  • User experience 27%

• STEER: Exploring the dynamic relationship between social information and networked media through experimentation

  Dijkstra, S., Niamut, O., Efthymiopoulos, N., Denazis, S., Race, N., Mu, M. & Taal, J., 1 Dec 2015, In: IEEE Computer Society Special Technical Community on Social Networking E-Letter. 3, 2

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

  Open Access

  File

  • Informatics 100%
  • Experiments 29%
• 2014

  A real-time video quality estimator for emerging wireless multimedia systems

  Aguiar, E., Riker, A., Cerqueira, E., Mu, M., Abelém, A., Braun, T., Curado, M. & Zeadally, S., Oct 2014, In: Wireless Networks. 20, 7

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

  Open Access

  • Multimedia systems 100%
  • Wireless mesh networks (WMN) 91%
  • Video streaming 86%
  • Football 44%
  • Wireless networks 30%

• At home with users: a comparative view of living labs

  Ley, B., Ogonowski, C., Mu, M., Hess, J., Race, N., Randall, D., Rouncefield, M. & Wulf, V., 29 Jul 2014, In: Interacting with Computers. 27, 1, p. 21-35

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

  Open Access

  File

  • research approach 100%
  • Ethical Issues 98%
  • artifact 91%
  • Federal Republic of Germany 77%
  • Trajectories 72%

• Just browsing?: Understanding user journeys in online tv

  Elkhatib, Y., Mu, M., Killick, R. & Race, N., 2014, Proceedings of the 22nd ACM international conference on Multimedia.

  Research output: Contribution to Book/Report › Conference Contribution › peer-review

  Open Access

  File

• Vision social TV: towards personalised media experience and community atmosphere

  Mu, M., Jellico, J. & Race, N., 25 Jun 2014, In: Conference: ACM International Conference on Interactive Experiences for Television and Online Video (TVX), At Newcastle upon Tyne, UK.

  Research output: Contribution to Journal › Conference Article › peer-review

  Open Access

  • Industry 100%
• 2013

  Community media authoring and sharing made easy

  Mu, M., 2013, In: The Fourth Annual Digital Economy All Hands Meeting.

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

• Quality evaluation in peer-to-peer IPTV services

  Mu, M., Knowles, W., Georgopoulos, P., Simpson, S., Cerqueira, E., Race, N., Mauthe, A. & Hutchison, D., 2013, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). p. 302-319 18 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7754).

  Research output: Contribution to Book/Report › Chapter › peer-review

• Storisphere: From TV watching to community story telling

  Mu, M., 2013, In: IEEE Communications Magazine.

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

• Synchronising Video Playback Information within a Distributed Framework

  Bojko, C., Mu, M. & Race, N., 2013, Proceedings of the Media Synchronization Workshop (MediaSync 2013). (Proceedings of the Media Synchronization Workshop (MediaSync 2013)).

  Research output: Contribution to Book/Report › Chapter › peer-review

  • Servers 100%

• Towards network-wide QoE fairness using openflow-assisted adaptive video streaming

  Georgopoulos, P., Elkhatib, Y., Broadbent, M., Mu, M. & Race, N., 2013, Proceedings of the 2013 ACM SIGCOMM workshop on Future human-centric multimedia networking - FhMN '13. New York, New York, USA: Association for Computing Machinery (ACM), p. 15 (Proceedings of the 2013 ACM SIGCOMM workshop on Future human-centric multimedia networking - FhMN '13).

  Research output: Contribution to Book/Report › Chapter › peer-review

  • Webcasts 100%
  • Equipment and Supplies 37%
  • Software 23%
  • Technology 20%
• 2012

  Demo: introducing NextShare mobile, an interactive second screen application

  Knowles, W., Mu, M. & Bamford, W., 25 Jun 2012, … systems, applications, …. p. 4503 (… systems, applications, …).

  Research output: Contribution to Book/Report › Chapter › peer-review

• Framework for the integrated video quality assessment

  Mu, M., Romaniak, P., Mauthe, A., Leszczuk, M., Janowski, L. & Cerqueira, E., Dec 2012, In: Multimedia Tools and Applications. 61, 3, p. 787-817 31 p.

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

  • User experience 100%
  • Quality of service 39%
  • Experiments 35%
  • Communication 25%

• introducing NextShare mobile, an interactive second screen application

  Mu, M., 2012, Proceedings of the 10th international conference on Mobile systems, applications, and services.

  Research output: Contribution to Book/Report › Conference Contribution › peer-review

• P2P-based IPTV services: Design, deployment, and QoE measurement

  Mu, M., Ishmael, J., Knowles, W., Rouncefield, M., Race, N., Stuart, M. & Wright, G., 2012, In: IEEE Transactions on Multimedia. 14, 6, p. 1515-1527 13 p.

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

  • IPTV 100%
  • Set-top boxes 26%
  • Audiovisual 21%
  • User experience 18%
  • Statistics 14%

• Real-time QoE prediction for multimedia applications in wireless mesh networks

  Mu, M., 2012, Consumer Communications and Networking Conference (CCNC), 2012 IEEE.

  Research output: Contribution to Book/Report › Conference Contribution › peer-review

• Statistical analysis of ordinal user opinion scores

  Mu, M., Mauthe, A., Tyson, G. & Cerqueira, E., 2012, 2012 IEEE Consumer Communications and Networking Conference, CCNC'2012. p. 331-336 6 p. (2012 IEEE Consumer Communications and Networking Conference, CCNC'2012).

  Research output: Contribution to Book/Report › Chapter › peer-review

  • Nonparametric Statistics 100%
  • Statistical Analysis 72%
  • Normality Test 57%
  • Statistics 51%
  • Multiple Regression 44%

• STEER: A Social Telemedia Environment for Experimental Research

  Mu, M., 2012, FIRE engineering workshop.

  Research output: Contribution to Book/Report › Conference Contribution › peer-review

• Storisphere: Let’s Make a Video Story Together

  Mu, M., 2012, Digital Futures 2012: The Digital Economy All Hands Conference (DE 2012).

  Research output: Contribution to Book/Report › Conference Contribution › peer-review

• Understanding your needs: An adaptive VoD system

  Mu, M., Knowles, W. & Race, N., 2012, Proceedings - 2012 IEEE International Symposium on Multimedia, ISM 2012. p. 255-260 6 p. (Proceedings - 2012 IEEE International Symposium on Multimedia, ISM 2012).

  Research output: Contribution to Book/Report › Chapter › peer-review

  • Video on demand 100%
  • IPTV 17%
  • User experience 13%
  • Statistics 9%

• Video quality estimator for wireless mesh networks

  Aguiar, E., Riker, A., Abelém, A., Cerqueira, E. & Mu, M., 2012, IEEE International Workshop on Quality of Service, IWQoS. (IEEE International Workshop on Quality of Service, IWQoS).

  Research output: Contribution to Book/Report › Chapter › peer-review