Professor Atta Badii
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Professor of Secure Pervasive Technologies
Research Group Leader, Cyber-Physical and Embedded Data Intelligence
Office
Room 137Building location
Polly VacherBackground
Professor Atta Badii has established a track record of key contributions to over 40 projects, including more than 30 large-scale collaborative research programmes. He has coordinated over 12 large-scale international projects funded by a variety of sources including the Engineering and Physical Sciences Research Council (EPSRC), TSB, the Ministry of Defence's Grand Challenge and the European Community. He has also achieved recognition for visionary research leadership and innovation management.Professional bodies/affiliations
- Institute of Electrical and Electronics Engineers (IEEE) Technical Committee Member
- Engineering in Medicine and Biology Society (EMBS) BioRobotics Intelligent Systems Research Laboratory, University of Reading
- The European Observatory for Crowdsourcing
- European Centre of Excellence for Socio-Ethical Video-Analytics Research
- Distinguished Professor of Systems Engineering and Digital Innovation (UCC).
Websites/blogs
Find out more about the Intelligent Systems Research Laboratory.Publications
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Ashlam, A.
,
Badii, A.
,
Stahl, F.
ORCID: 0000-0002-4860-0203
(2022)
WebAppShield: an approach exploiting machine learning to detect SQLi attacks in an application layer in run-time.
International Journal of Computer and Information Engineering
, 16
(8).
pp.
294-302.
ISSN:
1307-6892
|
doi:
https://dx.doi.org/10.5281/zenodo.6983905
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Idrees, M.
ORCID: 0000-0002-2572-3251
,
Stahl, F.
ORCID: 0000-0002-4860-0203
,
Badii, A.
(2022)
Adaptive learning with extreme verification latency in non-stationary environments.
IEEE Access
, 10
pp.
127345-127364.
ISSN:
2169-3536
|
doi:
https://dx.doi.org/10.1109/access.2022.3225225
- Moin, A. , Challenger, M. , Badii, A. , Günnemann, S. (2022) Towards model-driven engineering for quantum AI. INFORMATIK 2022, Lecture Notes in Informatics (LNI) pp. 1121-1131. ISSN: 1617-5468 | doi: https://dx.doi.org/10.18420/inf2022_95
- Kirchhof, J. , Moin, A. , Badii, A. , Günnemann, S. , Challenger, M. (2022) MDE for machine learning-enabled software systems: a case study and comparison of MontiAnna & ML-Quadrat.
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Ashlam, A.
,
Badii, A.
,
Stahl, F.
ORCID: 0000-0002-4860-0203
(2022)
Multi-phase algorithmic framework to prevent SQL injection attacks using improved machine learning and deep learning to enhance database security in real-time.
|
doi:
https://dx.doi.org/10.1109/SIN56466.2022.9970504
(IEEE Xplore)
- Moin, A. , Wattanavaekin, U. , Lungu, A. , Badii, A. , Gunnemann, S. , Challenger, M. (2022) Enabling automated machine learning for model-driven AI engineering. IEEE Software ISSN: 1937-4194
- Moin, A. , Challenger, M. , Badii, A. , Günnemann, S. (2022) Supporting AI engineering on the IoT edge through model-driven TinyML. pp. 884-893. | doi: https://dx.doi.org/10.1109/COMPSAC54236.2022.00140 (ISSN: 0730-3157, ISBN 978166548810-5)
- Moin, A. , Mituca, A. , Challenger, M. , Badii, A. , Günnemann, S. (2022) ML-Quadrat & DriotData: a model-driven engineering tool and a low-code platform for smart IoT services. pp. 144-148. | doi: https://dx.doi.org/10.1109/ICSE-Companion55297.2022.9793752
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Ashlam, A.
,
Badii, A.
,
Stahl, F.
ORCID: 0000-0002-4860-0203
(2022)
A novel approach exploiting machine learning to detect SQLi attacks.
|
doi:
https://dx.doi.org/10.1109/IC_ASET53395.2022.9765948
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Zaznov, I.
ORCID: 0000-0003-1229-5515
,
Kunkel, J.
,
Dufour, A.
ORCID: 0000-0003-0519-648X
,
Badii, A.
(2022)
Predicting stock price changes based on the limit order book: a survey.
Mathematics
, 10
(8).
ISSN:
2227-7390
|
doi:
https://dx.doi.org/10.3390/math10081234
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Moin, A.
ORCID: 0000-0002-8484-7836
,
Challenger, M.
,
Badii, A.
,
Günnemann, S.
(2022)
A model-driven approach to machine learning and software modeling for the IoT.
Software and Systems Modeling
, 21
pp.
987-1014.
ISSN:
1619-1366
|
doi:
https://dx.doi.org/10.1007/s10270-021-00967-x
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Stojanović, B.
,
Božić, J.
ORCID: 0000-0001-6086-8846
,
Hofer-Schmitz, K.
ORCID: 0000-0001-9995-7539
,
Nahrgang, K.
,
Weber, A.
,
Badii, A.
,
Sundaram, M.
,
Jordan, E.
,
Runevic, J.
(2021)
Follow the trail: machine learning for fraud detection in Fintech applications.
Sensors
, 21
(5).
pp.
e1594.
ISSN:
1424-8220
|
doi:
https://dx.doi.org/10.3390/s21051594
- Stahl, F. , Le, T. , Badii, A. , Gaber, M. (2021) A frequent pattern conjunction Heuristic for rule generation in data streams. Information , 12 (1). ISSN: 2078-2489 | doi: https://dx.doi.org/10.3390/info12010024
- Stahl, F. and Badii, A. (2020) Building adaptive data mining models on streaming data in real-time. Expert Update , 20 (2). ISSN: 1465-4091 | doi: https://dx.doi.org/10.7148/2018-0008
- Idrees, M. , Minku, L. , Stahl, F. , Badii, A. (2020) A heterogeneous online learning ensemble for non-stationary environments. Knowledge-Based Systems , 188 pp 0. ISSN: 0950-7051 | doi: https://dx.doi.org/10.1016/j.knosys.2019.104983
- Tlija, A. , Istrate, D. , Badii, A. , Gattoufi, S. , Bennani, A. , Wegrzyn-Wolska, K. (2019) Stress level classification using heart rate variability. Advances in Science, Technology and Engineering Systems Journal , 4 (3). pp. 38-46. ISSN: 2415-6698 | doi: https://dx.doi.org/10.25046/aj040306
- Badii, A. and Khan, W. (2019) Pathological gait abnormality detection and segmentation by processing the hip joints motion data to support mobile gait rehabilitation. Research in Medical & Engineering Sciences , 7 (3). pp. 754-762. ISSN: 2576-8816
- Khlaifi, H. , Badii, A. , Istrate, D. , Demongeot, J. (2019) Automatic detection and recognition of swallowing sounds. In: Moucek, R. , Fred, A. , Gamboa, H. , (eds.) Proceedings of the 12th International Joint Conference on Biomedical Engineering Systems and Technologies. , 2. Proceedings of the , 2 pp. 221-229. ISBN: 9789897583537 | doi: https://dx.doi.org/10.5220/0007310802210229
- Raval, R. and Badii, A. (2019) Investigating the impact of image content on the energy efficiency of hardware-accelerated digital spatial filters. ACM Transactions on Design Automation of Electronic Systems , 24 (5). pp 34. ISSN: 1557-7309 | doi: https://dx.doi.org/10.1145/3341819
- Tomás, D. , Gutiérrez, Y. , Badii, A. , Tiemann, M. , Aisopos, F. (2019) Socialising around media. Improving the second screen experience through semantic analysis, context awareness and dynamic communities. Multimedia Tools and Applications , 78 (18). pp. 25539-25568. ISSN: 1573-772 | doi: https://dx.doi.org/10.1007/s11042-019-7706-1
- Hammoodi, M. , Stahl, F. , Badii, A. (2018) Real-time feature selection technique with concept drift detection using adaptive micro-clusters for data stream mining. Knowledge-Based Systems , 161 pp. 205-239. ISSN: 0950-7051 | doi: https://dx.doi.org/10.1016/j.knosys.2018.08.007
- Badii, A. , Faulkner, R. , Raval, R. , Glackin, C. , Chollet, G. (2017) Accelerated encryption algorithms for secure storage and processing in the cloud. pp. 1-6. | doi: https://dx.doi.org/10.1109/ATSIP.2017.8075572
- Yang, J. , Wang, H. , Lu, W. , Li, B. , Badii, A. , Meng, Q. (2017) A no-reference optical flow-based quality evaluator for stereoscopic videos in curvelet domain. Information Sciences , 414 pp. 133-146. ISSN: 0020-0255 | doi: https://dx.doi.org/10.1016/j.ins.2017.05.051
- Shakir Hammoodi, M. , Stahl, F. , Tennant, M. , Badii, A. (2017) Towards real-time feature tracking technique using adaptive micro-clusters. Expert Update , 17 (1). ISSN: 1465-4091 (Special Issue on the 1st BCS SGAI Workshop on Data Stream Mining Techniques and Applications)
- van der Schaaf, M. , Donkers, J. , Slof, B. , Moonen-van Loon, J. , van Tartwijk, J. , Driessen, E. , Badii, A. , Serban, O. , Ten Cate, O. (2017) Improving workplace-based assessment and feedback by an E-portfolio enhanced with learning analytics. Educational Technology Research and Development , 65 (2). pp. 359-380. ISSN: 1556-6501 | doi: https://dx.doi.org/10.1007/s11423-016-9496-8
- Wu, J. , Meng, Q. , Deng, S. , Huang, H. , Wu, Y. , Badii, A. (2017) Generic, network schema agnostic sparse tensor factorization for single-pass clustering of heterogeneous information networks. PLoS ONE , 12 (2). ISSN: 1932-6203 | doi: https://dx.doi.org/10.1371/journal.pone.0172323
- Badii, A. , Bagnoli, F. , Balazs, B. , Castellani, T. , D'Orazio, D. , Ferri, F. , Grifoni, P. , Pacini, G. , Serban, O. , Valente, A. , eds. (2016) Collective awareness platforms and digital social innovation mediating consensus seeking in problem situations. In: Bagnoli, F. , Satsiou, A. , Stavrakakis, I. , Nesi, P. , Giovanna, P. , Welp, Y. , Tiropanis, T. , DiFranzo, D. , (eds.) International Conference on Internet Science (9934). pp. 55-65. | doi: https://dx.doi.org/10.1007/978-3-319-45982-0_5
- Badii, A. , Khan, A. , Raval, R. , Oudi, H. , Ayora, R. , Khan, W. , Jaidi, A. , Viswanathan, N. (2014) Situation assessment through multi-modal sensing of dynamic environments to support cognitive robot control. Factas Universitatis: Mechanical Engineering , 12 (3). pp. 251-260. ISSN: 2335-0164
- Teixeira, L. , Maffra, F. , Badii, A. (2014) Scene understanding for auto-calibration of surveillance cameras. Advances in Visual Computing. , 8888. Advances in Visual Computing , 8888 pp. 671-682. ISSN: 0302-9743 | doi: https://dx.doi.org/10.1007/978-3-319-14364-4_65
- Al-Azawei, A. and Badii, A. (2014) State of the art of learning styles-based adaptive educational hypermedia systems (Ls-Baehss). International Journal of Computer Science & Information Technology , 6 (3). pp. 1-19. ISSN: 0975-3826 | doi: https://dx.doi.org/10.5121/ijcsit.2014.6301
- Alowayr, A. and Badii, A. (2014) Review of monitoring tools for e-learning platforms. International Journal of Computer Science & Information Technology , 6 (3). pp. 79-86. ISSN: 0975-3826 | doi: https://dx.doi.org/10.5121/ijcsit.2014.6306
- Skounakis, E. , Banitsas, K. , Badii, A. , Tzoulakis, S. , Maravelakis, E. , Konstantaras, A. (2014) ATD: a multiplatform for semiautomatic 3-D detection of kidneys and their pathology in real time. IEEE Transactions on Human-Machine Systems , 44 (1). pp. 146-153. ISSN: 2168-2291 | doi: https://dx.doi.org/10.1109/THMS.2013.2290011
- Badii, A. , Al-Obaidi, A. , Einig, M. , Ducournau, A. (2013) Holistic privacy impact assessment framework for video privacy filtering technologies. Signal & Image Processing: An International Journal , 4 (6). pp. 13-32. ISSN: 2229 - 3922 | doi: https://dx.doi.org/10.5121/SIPIJ.2013.4602
- Carboni, D. , Badii, A. , Piras, A. , Tiemann, M. , Pintus, A. , Serra, A. (2013) Scripting a smart city: the CityScripts experiment in Santander.
- Badii, A. , Einig, M. , Tiemann, M. , Thiemert, D. , Lallah, C. (2012) Visual context identification for privacy-respecting video analytics. pp. 366-371.
- Hameed, S. and Badii, A. (2012) The role of effective knowledge management in education sector of Pakistan.
- Hameed, S. and Badii, A. (2012) Effectiveness of knowledge management functions in improving the quality of education in Higher Education institutions. pp. 319-323.
- Hameed, S. and Badii, A. (2012) Effectiveness and measurement of technology enhanced learning in Higher Education institutions of Pakistan.
- Laing, C. , Badii, A. , Vickers, P. (2012) Securing critical infrastructures and critical control systems: approaches for threat protection. IGI Global , Hershey, PA. pp 450. ISBN: 9781466626591
- Badii, . and Thiemert, . (2010) A framework towards a multi-modal fingerprinting scheme for multimedia assets. International Journal of Business Information Systems , 6 (1). pp. 133-149. | doi: https://dx.doi.org/10.1504/..034009
- Millan-Calenti, . , Maseda, . , Badii, . , Lorenzo, . , Villanueva, . , Perez, . (2009) Telegerontology and mobile robot companion. Korean Journal of Research in Gerontology , 18 pp. 15-35.
- Badii, . , Lallah, . , Zhu, . , Crouch, . (2009) Semi-automatic knowledge extraction, representation and context-sensitive intelligent retrieval of video content using collateral context modelling with scalable ontological networks. Signal Processing-Image Communication , 24 (9). pp. 759-773. ISSN: 0923-5965 | doi: https://dx.doi.org/10.1016/j.image.2009.05.003
- Badii, . , Khan, . , Fuschi, . (2009) One’s own soundtrack: music affectivisation. CALLAS Newsletter , 2 (2). pp. 3-7.
- Badii, A. , Etxeberria, I. , Huijnen, C. , Maseda, M. , Dittenberger, S. , Hochgatterer, A. , Thiemert, D. , Rigaud, A. (2009) CompanionAble- graceful integration of mobile robot companion with a smart home environment. Gerontechnology , 8 (3). pp. 185. | doi: https://dx.doi.org/10.4017/gt.2009.08.03.008.00
- Badii, A. , Etxeberria, I. , Huijnen, C. , Maseda, M. , Dittenberger, S. , Hochgatterer, A. , Thiemert, D. , Rigaud, A. (2009) CompanionAble- mobile robot companion and smart home system for people with mild cognitive impairment. Journal of Nutrition, Health and Aging , 13 (Supplement). pp. S113. | doi: https://dx.doi.org/10.1007/s12603-009-0093-y
- Adetoye, . and Badii, . (2009) A policy model for secure information flow. Lecture Notes in Computer Science , 5511 pp. 1-17. ISSN: 0302-9743 | doi: https://dx.doi.org/10.1007/978-3-642-03459-6
- Pejovic, . , Bojanic, . , Carreras, . , Badii, . (2009) A practical method for testing high-speed networking hardware architectures. | doi: https://dx.doi.org/10.1109/ICNS.2009.50
- Legge, . and Badii, . (2009) Conceptualisation of an application of adaptive synthetic socioeconomic agents for intelligent network control.
- Legge, . and Badii, . (2009) Primer for an application of adaptive synthetic socioeconomic agents for intelligent network control.
- Choudri, . , Ferryman, . , Badii, . (2009) Robust background model for pixel based people counting using a single uncalibrated camera. IEEE | doi: https://dx.doi.org/10.1109/PETS-WINTER.2009.5399531
- Badii, . , Zhu, . , Lallah, . , Crouch, . (2009) Semantic-driven context-aware visual information indexing and retrieval: applied in the film post-production domain. IEEE
- Badii, . and Thiemert, . (2009) The future of human machine interaction – integrated robots and smart homes.
- Badii, . and Thiemert, . (2009) CompanionAble: integrated cognitive assistive and domotic companion robotic systems for ability and security.
- Badii, . and Thiemert, . (2009) The CompanionAble Project.
- Badii, . and Thiemert, . (2009) The integrated framework architecture of the companionAble robot and smart home.
- Badii, . and Thiemert, . (2009) UI-REF for AAL in the context of IoPTS.
- Badii, . , Khan, . , D., . (2009) One’s own soundtrack: affective music synthesis. Brunel University
- Badii, . , D., . , Zhu, . (2009) Integrative workflow-embedded support for process automation and management . Brunel University
- Badii, . , Carter, . , Handzlik, . , Bojanic, . , Englert, . , Patel, . , Pejovic, . , Chorazyczewski, . , Hameed, . , Bankovic, . (2009) Real-time context-aware network security policy enforcement system (RC-NSPES). IEEE
- Badii, . and Boudy, . (2009) CompanionAble: integrated cognitive assistive and domotic companion robotic systems for ability and security.
- Badii, . , Adetoye, . , Thiemert, . , M., . (2009) Hydra semantic security resolution framework to support ambient intelligent environments.
- Badii, . , Lallah, . , Zhu, . , Crouch, . (2009) The DREAM Framework: using a network of scalable ontologies for intelligent indexing and retrieval of visual content. In: BaezaYates, . , Berendt, . , Bertino, . , Lim, . , Pasi, . , (eds.) 2009 IEEE/Wic/Acm International Joint Conferences on Web Intelligence. IEEE Computer Soc , Los Alamitos. pp. 551-554. ISBN: 9781424453313
- Badii, . , Fuschi, . , Khan, . , Adetoye, . (2009) Accessibility-by-design: a framework for delivery-context-aware personalised media content re-purposing. In: Holzinger, . and Miesenberger, . , (eds.) HCI and usability for e-inclusion, proceedings. Lecture notes in computer science , 5889. Springer-Verlag , Berlin. pp. 209-226. ISBN: 9783642103070
- Badii, . , Lallah, . , Kolomiyets, . , Zhu, . , Crouch, . (2008) KAIFIA: Knowledge assisted intelligent framework for information access. Lecture Notes in Artificial Intelligence , 4999 pp. 226-236. ISSN: 0302-9743 978-3-540-70873-5
- Zhu, . and Badii, . (2008) Semantic-level visual content descriptor combining visual and textual cues as collaterals.
- Hameed, . , Raza, . , Badii, . (2008) Converged next generation network architecture and its reliability.
- Umar, . , Hameed, . , Badii, . (2008) Design, implementation and evaluation of broadband low noise amplifier (LNA) for radiometer. Brunel University
- Hameed, . , Hawker, . , Badii, . (2008) Analysis of the dominant enterprise information assurance mechanisms. Brunel University
- Hameed, . , Badii, . , Cullen, . (2008) Effective e-learning integration with traditional learning in a blended learning environment. Brunel University
- Badii, . and Thiemert, . (2008) A framework towards multi-modal fingerprinting scheme for multimedia assets. Brunel University
- Badii, . , Patel, . , Bragg, . (2008) Design and evaluation of intelligent classifier based intrusion detection system. Brunel University
- Badii, . and Patel, . (2008) Evolving features-algorithms knowledge map to support NIDS data intelligence and learning loop architecting – a generalised approach to NIDS pattern feature space knowledge processing. Brunel University
- Badii, . , Khan, . , Adetoye, . , Fuschi, . (2008) High resolution digital media personalisation for all delivery context device agents.
- Badii, . and Fuschi, . (2008) User-intimate requirements hierarchy resolution framework (UI-REF) in work-flow design for 3D media production and distribution. Firenze University Press
- Badii, . , Adetoye, . , Thiemert, . , Hoffmann, . (2008) A framework architecture for semantic resolution of security for AMI .
- Badii, . , Adetoye, . , Patel, . , Hameed, . (2008) Efficient FPGA-based regular expression pattern matching. Brunel University
- Badii, . (2008) Research agenda in context-specific semantic resolution of security and QoS for ambient intelligence.
- Badii, . (2008) Virtual user systems: the rationale and practice.
- Badii, . (2008) The internet of things and services: a research agenda.
- Badii, . (2008) The challenges in intimate-assistive-rehabilitative systems design: from requirements to design and evaluation.
- Badii, . (2008) User-intimate requirements hierarchy resolution framework (UI-REF).
- Bankovic, . , Bojanic, . , Nieto, . , Badii, . (2008) Unsupervised genetic algorithm deployed for intrusion detection . Hybrid artificial intelligence systems. Lecture notes in computer science , 5271. Springer-Verlag , Berlin. pp. 132-139 . ISBN: 9783540876557 | doi: https://dx.doi.org/10.1007/978-3-540-87656-4_17
- Badii, . , Lallah, . , Kolomiyets, . , Zhu, . , Crouch, . (2008) Semi-automatic annotation and retrieval of visual content using the topic map technology. Proceedings of the 1st Wseas International Conference on Visualization, Imaging and Simulation. Mathematics and Computers in Science and Engineering World Scientific and Engineering Acad and Soc , Athens. pp. 77-82. ISBN: 9789604740222
- Adderley, . , Badii, . , Wu, . (2008) The automatic identification and prioritisation of criminal networks from police crime data. In: OrtizArroyo, . , Larsen, . , Zeng, . , Hicks, . , Wagner, . , (eds.) Intelligence and security informatics, proceedings. , 5376. Springer-Verlag , Berlin. pp. 5–14. ISBN: 9783540898993
- Hameed, K. and Badii, A. (2008) Biologically motivated model for object detection and identification in real-world scenes. SSE Systems Engineering Conference 2008
- Khan, A. and Badii, A. (2008) Multi-level Input Fusion in multi-modal systems.
- Thiemert, D. and Badii, A. (2008) Multi-modal fingerprinting for multimedia assets: optimisation of media security protection in online distribution environments.
- Lallah, C. and Badii, A. (2008) Networks of contextualised ontologies for the Semantic Web.
- Zhu, . and Badii, . (2007) Collaterally cued labelling framework underpinning semantic-level visual content descriptor. Lecture Notes in Computer Science , 4781 pp. 379-390. ISSN: 0302-9743 978-3-540-76413-7 | doi: https://dx.doi.org/10.1007/978-3-540-76414-4
- Zhu, . and Badii, . (2007) Semantic-associative visual content labelling and retrieval: A multimodal approach. Signal Processing-Image Communication , 22 (6). pp. 569-582. ISSN: 0923-5965 | doi: https://dx.doi.org/10.1016/j.image.2007.05.011
- Hameed, . , Badii, . , Mellor, . , Patel, . , Cullen, . (2007) Factors mediating the routinisation of e-learning within a traditional university education environment . International Journal of Electronic Business , 5 (2). pp. 160–175. ISSN: 1741-5063 | doi: https://dx.doi.org/10.1504/IJEB.2007.012971
- Neubarth, . , Badii, . , Weyde, . (2007) Generation of e-exercise objects for personalised technology-enhanced music learning. AACE
- Hoffmann, . , Badii, . , Engberg, . , Nair, . , Thiemert, . , Matthess, . , Schutte, . (2007) Towards semantic resolution of security in ambient environments. Springer-Verlag
- Hoffmann, . , Badii, . , Engberg, . , Nair, . , Thiemert, . , Matthess, . (2007) Security, trust and privacy supported by context-aware middleware.
- Bankovic, . , Bojanic, . , Nieto-Taladriz, . , Badii, . (2007) Increasing detection rate of user-to-root attacks using genetic algorithms. IEEE | doi: https://dx.doi.org/10.1109/SECUREWARE.2007.4385309
- Zhu, . and Badii, . (2007) Multimodal semantic-associative collateral labelling and indexing of still images. 2007 International Workshop on Content-Based Multimedia Indexing, Proceedings. IEEE , New York. pp. 173-180. ISBN: 9781424410101
- Badii, . , Kolomiyets, . , Lallah, . , Khan, . , Zhu, . , Gardiner-Jones, . (2007) State-of-the-art for entity-centric repository and authoring environment for multimedia. In: Lang, . , Li, . , Han, . , Gay, . , (eds.) Lecture Notes in Signal Science, Internet and Education. Electrical and Computer Engineering World Scientific and Engineering Acad and Soc , Athens. pp. 226-232. ISBN: 9789606766060
- Badii, . , Sailor, . , Nair, . (2006) Profiling management for personalised multimedia delivery on-demand within the AXMEDIS framework. In: Ng, . , Badii, . , Bellini, . , (eds.) AXMEDIS 2006: Second International Conference on Automated Production of Cross Media Content for Multi-Channel Distribution, Proceedings. IEEE , Los Alamitos. pp. 35-42. ISBN: 9780769526256
- Truman, . , Mulholland, . , Badii, . (2005) Bridging social learning and creativity: an integrated framework for collaborative-creative music composition within the classroom.
- Truman, . , Mulholland, . , Badii, . (2005) A creative alternative to symbolic music notation: Exploiting visual metaphors to encourage musical creativity in school-age children.
- Badii, . , Sailor, . , Marangoni, . , Neglia, . , Pearce, . (2005) Workflow data exchange semantics, object discovery & integration architecture for cross media production & distribution. In: Nesi, . , Ng, . , Delgado, . , (eds.) First International Conference on Automated Production of Cross Media Content for Multi-channel Distribution, Proceedings. IEEE , Los Alamitos. pp. 101-108. ISBN: 076952348X
- Badii, . , Sailor, . , Marangoni, . , Neglia, . , Pearce, . (2005) Object life cycles & interaction environments for cross media production & distribution. In: Nesi, . , Ng, . , Delgado, . , (eds.) First International Conference on Automated Production of Cross Media Content for Multi-channel Distribution, Proceedings. IEEE Computer Soc , Los Alamitos. pp. 279-286. ISBN: 076952348X