Article

Zaznov, I., Kunkel, J. M., Badii, A. and Dufour, A. ORCID: https://orcid.org/0000-0003-0519-648X (2024) The intraday dynamics predictor: a TrioFlow Fusion of Convolutional Layers and Gated Recurrent Units for high-frequency price movement forecasting. Applied Sciences, 14 (7). 2984. ISSN 2076-3417 doi: https://doi.org/10.3390/app14072984

Moin, A., Wattanavaekin, U., Lungu, A., Badii, A., Gunnemann, S. and Challenger, M. (2022) Enabling automated machine learning for model-driven AI engineering. IEEE Software. ISSN 1937-4194 (In Press)

Moin, A. ORCID: https://orcid.org/0000-0002-8484-7836, Challenger, M., Badii, A. and 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://doi.org/10.1007/s10270-021-00967-x

Zaznov, I. ORCID: https://orcid.org/0000-0003-1229-5515, Kunkel, J., Dufour, A. ORCID: https://orcid.org/0000-0003-0519-648X and Badii, A. (2022) Predicting stock price changes based on the limit order book: a survey. Mathematics, 10 (8). 1234. ISSN 2227-7390 doi: https://doi.org/10.3390/math10081234

Idrees, M. M. ORCID: https://orcid.org/0000-0002-2572-3251, Stahl, F. ORCID: https://orcid.org/0000-0002-4860-0203 and Badii, A. (2022) Adaptive learning with extreme verification latency in non-stationary environments. IEEE Access, 10. pp. 127345-127364. ISSN 2169-3536 doi: https://doi.org/10.1109/access.2022.3225225

Moin, A., Challenger, M., Badii, A. and 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://doi.org/10.18420/inf2022_95

Ashlam, A. A., Badii, A. and Stahl, F. ORCID: https://orcid.org/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://doi.org/10.5281/zenodo.6983905

Stojanović, B., Božić, J. ORCID: https://orcid.org/0000-0001-6086-8846, Hofer-Schmitz, K. ORCID: https://orcid.org/0000-0001-9995-7539, Nahrgang, K., Weber, A., Badii, A., Sundaram, M., Jordan, E. and Runevic, J. (2021) Follow the trail: machine learning for fraud detection in Fintech applications. Sensors, 21 (5). e1594. ISSN 1424-8220 doi: https://doi.org/10.3390/s21051594

Stahl, F. ORCID: https://orcid.org/0000-0002-4860-0203, Le, T., Badii, A. and Gaber, M. M. (2021) A frequent pattern conjunction Heuristic for rule generation in data streams. Information, 12 (1). 24. ISSN 2078-2489 doi: https://doi.org/10.3390/info12010024

Stahl, F. ORCID: https://orcid.org/0000-0002-4860-0203 and Badii, A. (2020) Building adaptive data mining models on streaming data in real-time. Expert Update, 20 (2). ISSN 1465-4091 doi: https://doi.org/10.7148/2018-0008

Idrees, M. M., Minku, L. L., Stahl, F. ORCID: https://orcid.org/0000-0002-4860-0203 and Badii, A. (2020) A heterogeneous online learning ensemble for non-stationary environments. Knowledge-Based Systems, 188. 104983. ISSN 0950-7051 doi: https://doi.org/10.1016/j.knosys.2019.104983

Tomás, D., Gutiérrez, Y., Badii, A., Tiemann, M. and 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://doi.org/10.1007/s11042-019-7706-1

Raval, R. K. 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). 57. ISSN 1557-7309 doi: https://doi.org/10.1145/3341819

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

Tlija, A., Istrate, D., Badii, A., Gattoufi, S., Bennani, A.-e. and 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://doi.org/10.25046/aj040306

Hammoodi, M. S., Stahl, F. ORCID: https://orcid.org/0000-0002-4860-0203 and 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://doi.org/10.1016/j.knosys.2018.08.007

Yang, J., Wang, H., Lu, W., Li, B., Badii, A. and 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://doi.org/10.1016/j.ins.2017.05.051

van der Schaaf, M., Donkers, J., Slof, B., Moonen-van Loon, J., van Tartwijk, J., Driessen, E., Badii, A., Serban, O. and 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://doi.org/10.1007/s11423-016-9496-8

Shakir Hammoodi, M., Stahl, F. ORCID: https://orcid.org/0000-0002-4860-0203, Tennant, M. and 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)

Wu, J., Meng, Q., Deng, S., Huang, H., Wu, Y. and Badii, A. (2017) Generic, network schema agnostic sparse tensor factorization for single-pass clustering of heterogeneous information networks. PLoS ONE, 12 (2). e0172323. ISSN 1932-6203 doi: https://doi.org/10.1371/journal.pone.0172323

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://doi.org/10.5121/ijcsit.2014.6306

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://doi.org/10.5121/ijcsit.2014.6301

Skounakis, E., Banitsas, K., Badii, A., Tzoulakis, S., Maravelakis, E. and 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://doi.org/10.1109/THMS.2013.2290011

Badii, A., Khan, A., Raval, R., Oudi, H., Ayora, R., Khan, W., Jaidi, A. and 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

Badii, A., Al-Obaidi, A., Einig, M. and 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://doi.org/10.5121/SIPIJ.2013.4602

Badii, A. and Thiemert, D. (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://doi.org/10.1504/..034009

Badii, A., Etxeberria, I., Huijnen, C., Maseda, M., Dittenberger, S., Hochgatterer, A., Thiemert, D. and Rigaud, A.-S. (2009) CompanionAble- graceful integration of mobile robot companion with a smart home environment. Gerontechnology, 8 (3). p. 185. doi: https://doi.org/10.4017/gt.2009.08.03.008.00

Badii, A., Etxeberria, I., Huijnen, C., Maseda, M., Dittenberger, S., Hochgatterer, A., Thiemert, D. and Rigaud, A.-S. (2009) CompanionAble- mobile robot companion and smart home system for people with mild cognitive impairment. Journal of Nutrition, Health and Aging, 13 (Supplement). S113. doi: https://doi.org/10.1007/s12603-009-0093-y

Badii, A., Khan, A. and Fuschi, D. (2009) One’s own soundtrack: music affectivisation. CALLAS Newsletter, 2 (2). pp. 3-7.

Badii, A., Lallah, C., Zhu, M. and Crouch, M. (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://doi.org/10.1016/j.image.2009.05.003

Millan-Calenti, J.C., Maseda, A., Badii, A., Lorenzo, T., Villanueva, M. and Perez, C. (2009) Telegerontology and mobile robot companion. Korean Journal of Research in Gerontology, 18. pp. 15-35.

Adetoye, A. O. and Badii, A. (2009) A policy model for secure information flow. Lecture Notes in Computer Science, 5511. pp. 1-17. ISSN 0302-9743 doi: https://doi.org/10.1007/978-3-642-03459-6

Badii, A., Lallah, C., Kolomiyets, O., Zhu, M. and Crouch, M. (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, M. and Badii, A. (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://doi.org/10.1007/978-3-540-76414-4

Hameed, S., Badii, A., Mellor, J., Patel, N. and Cullen, A.J. (2007) Factors mediating the routinisation of e-learning within a traditional university education environment. International Journal of Electronic Business, 5 (2). 160–175. ISSN 1741-5063 doi: https://doi.org/10.1504/IJEB.2007.012971

Zhu, M. and Badii, A. (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://doi.org/10.1016/j.image.2007.05.011

Book or Report Section

Moin, A., Badii, A., Günnemann, S. and Challenger, M. (2023) Enabling Machine Learning in software architecture frameworks. In: 2023 IEEE/ACM 2nd International Conference on AI Engineering – Software Engineering for AI (CAIN). IEEE. ISBN 9798350301137 doi: https://doi.org/10.1109/cain58948.2023.00021

Kirchhof, J. C., Kusmenko, E., Ritz, J., Rumpe, B., Moin, A., Badii, A., Günnemann, S. and Challenger, M. (2022) MDE for machine learning-enabled software systems: a case study and comparison of MontiAnna & ML-Quadrat. In: MODELS '22: Proceedings of the 25th International Conference on Model Driven Engineering Languages and Systems: Companion Proceedings. Association for Computing Machinery, New York, pp. 380-387. ISBN 9781450394673 doi: https://doi.org/10.1145/3550356.3561576

Khlaifi, H., Badii, A., Istrate, D. and Demongeot, J. (2019) Automatic detection and recognition of swallowing sounds. In: Moucek, R., Fred, A. and Gamboa, H. (eds.) Proceedings of the 12th International Joint Conference on Biomedical Engineering Systems and Technologies. SciTePress, Prague, Czech Republic, pp. 221-229. ISBN 9789897583537 doi: https://doi.org/10.5220/0007310802210229

Teixeira, L., Maffra, F. and Badii, A. (2014) Scene understanding for auto-calibration of surveillance cameras. In: Advances in Visual Computing. Springer International Publishing, pp. 671-682. doi: https://doi.org/10.1007/978-3-319-14364-4_65

Badii, A., Fuschi, D., Khan, A. and Adetoye, A. (2009) Accessibility-by-design: a framework for delivery-context-aware personalised media content re-purposing. In: Holzinger, A. and Miesenberger, K. (eds.) HCI and usability for e-inclusion, proceedings. Lecture notes in computer science, 5889. Springer-Verlag, Berlin, pp. 209-226. ISBN 9783642103070

Badii, A., Lallah, C., Zhu, M. and Crouch, M. (2009) The DREAM Framework: using a network of scalable ontologies for intelligent indexing and retrieval of visual content. In: BaezaYates, R., Berendt, B., Bertino, E., Lim, E. P. and Pasi, G. (eds.) 2009 IEEE/Wic/Acm International Joint Conferences on Web Intelligence. IEEE Computer Soc, Los Alamitos, pp. 551-554. ISBN 9781424453313

Badii, A., Lallah, C., Kolomiyets, O., Zhu, M. and Crouch, M. (2008) Semi-automatic annotation and retrieval of visual content using the topic map technology. In: 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

Bankovic, Z., Bojanic, S., Nieto, O. and Badii, A. (2008) Unsupervised genetic algorithm deployed for intrusion detection. In: Hybrid artificial intelligence systems. Lecture notes in computer science, 5271. Springer-Verlag, Berlin, 132-139 . ISBN 9783540876557 doi: https://doi.org/10.1007/978-3-540-87656-4_17

Adderley, R., Badii, A. and Wu, C. (2008) The automatic identification and prioritisation of criminal networks from police crime data. In: OrtizArroyo, D., Larsen, H.L., Zeng, D.D., Hicks, D. and Wagner, G. (eds.) Intelligence and security informatics, proceedings. Springer-Verlag, Berlin, 5–14. ISBN 9783540898993

Zhu, M. and Badii, A. (2007) Multimodal semantic-associative collateral labelling and indexing of still images. In: 2007 International Workshop on Content-Based Multimedia Indexing, Proceedings. IEEE, New York, pp. 173-180. ISBN 9781424410101

Badii, A., Kolomiyets, O., Lallah, C., Khan, A., Zhu, M. and Gardiner-Jones, B. (2007) State-of-the-art for entity-centric repository and authoring environment for multimedia. In: Lang, C., Li, X., Han, Z. and Gay, R. K. L. (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, A., Sailor, M. and Nair, R. R. (2006) Profiling management for personalised multimedia delivery on-demand within the AXMEDIS framework. In: Ng, K., Badii, A. and Bellini, P. (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

Badii, A., Sailor, M., Marangoni, C., Neglia, A. and Pearce, L. (2005) Object life cycles & interaction environments for cross media production & distribution. In: Nesi, P., Ng, K. and Delgado, J. (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

Badii, A., Sailor, M., Marangoni, C., Neglia, A. and Pearce, L. (2005) Workflow data exchange semantics, object discovery & integration architecture for cross media production & distribution. In: Nesi, P., Ng, K. and Delgado, J. (eds.) First International Conference on Automated Production of Cross Media Content for Multi-channel Distribution, Proceedings. IEEE , Los Alamitos, pp. 101-108. ISBN 076952348X

Conference or Workshop Item

Ashlam, A. A., Badii, A. and Stahl, F. (2023) Data-mining and hashing to prevent application-layer DDoS and SQL injection attacks. In: 2023 IEEE International Conference on Advanced Systems and Emergent Technologies, 29 Apr 2023 - 01 May 2023, Hammamet, Tunisia. doi: https://doi.org/10.1109/ic_aset58101.2023.10150694

Ashlam, A. A., Badii, A. and Stahl, F. ORCID: https://orcid.org/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. In: 15th International Conference on Security of Information and Networks (SIN), 11 - 13 November 2022, Sousse, Tunisia. doi: https://doi.org/10.1109/SIN56466.2022.9970504 (IEEE Xplore)

Ashlam, A. A., Badii, A. and Stahl, F. ORCID: https://orcid.org/0000-0002-4860-0203 (2022) A novel approach exploiting machine learning to detect SQLi attacks. In: 5th International Conference on Advanced Systems and Emergent Technologies, 22-25 Mar 2022, Hammamet, Tunisia. doi: https://doi.org/10.1109/IC_ASET53395.2022.9765948

Moin, A., Mituca, A., Challenger, M., Badii, A. and Günnemann, S. (2022) ML-Quadrat & DriotData: a model-driven engineering tool and a low-code platform for smart IoT services. In: 2022 IEEE/ACM 44th International Conference on Software Engineering, 22-24 May 2022, Pittsburgh, PA, USA, pp. 144-148. doi: https://doi.org/10.1109/ICSE-Companion55297.2022.9793752

Moin, A., Challenger, M., Badii, A. and Günnemann, S. (2022) Supporting AI engineering on the IoT edge through model-driven TinyML. In: 2022 IEEE 46th Annual Computers, Software, and Applications Conference (COMPSAC), 27 June 2022 - 01 July 2022, Los Alamitos, CA, pp. 884-893. doi: https://doi.org/10.1109/COMPSAC54236.2022.00140 (ISSN: 0730-3157, ISBN 978166548810-5)

Badii, A., Faulkner, R., Raval, R., Glackin, C. and Chollet, G. (2017) Accelerated encryption algorithms for secure storage and processing in the cloud. In: 2017 International Conference on Advanced Technologies for Signal and Image Processing (ATSIP), 22-24 May 2017, Fez, Morocco, pp. 1-6. doi: https://doi.org/10.1109/ATSIP.2017.8075572

Badii, A., Bagnoli, F., Balazs, B., Castellani, T., D'Orazio, D., Ferri, F., Grifoni, P., Pacini, G., Serban, O. and Valente, A. (2016) Collective awareness platforms and digital social innovation mediating consensus seeking in problem situations. In: International Conference on Internet Science, 12-14 Sep 2016, Florence, Italy, pp. 55-65. doi: https://doi.org/10.1007/978-3-319-45982-0_5

Carboni, D., Badii, A., Piras, A., Tiemann, M., Pintus, A. and Serra, A. (2013) Scripting a smart city: the CityScripts experiment in Santander. In: International Workshop on Pervasive Internet of Things and Smart Cities (PITSaC-2013), 25-28 Mar 2013, Barcelona, Spain.

Hameed, S. and Badii, A. (2012) Effectiveness and measurement of technology enhanced learning in Higher Education institutions of Pakistan. In: SOLSTICE & CLTR 2012: Enhancing learning, teaching and student success, 13-14 Jun 2012, Edge Hill University, Ormskirk.

Hameed, S. and Badii, A. (2012) Effectiveness of knowledge management functions in improving the quality of education in Higher Education institutions. In: International Conference on Knowledge and Education Technology (ICKET 2012), 7-8 Jul 2012, Paris, France, pp. 319-323.

Badii, A., Einig, M., Tiemann, M., Thiemert, D. and Lallah, C. (2012) Visual context identification for privacy-respecting video analytics. In: IEEE 14th International Workshop on Multimedia Signal Processing (MMSP 2012), 17-19 Sep 2012, Banff, Canada, pp. 366-371.

Hameed, S. and Badii, A. (2012) The role of effective knowledge management in education sector of Pakistan. In: 12th Industrial Conference on Data Mining (ICDM 2012), 16-21 Jul 2012, Berlin, Germany.

Badii, A. and Thiemert, D. (2009) The CompanionAble Project. In: CIB W098 international workshop, Belgium .

Badii, A. and Boudy, J. (2009) CompanionAble: integrated cognitive assistive and domotic companion robotic systems for ability and security. In: 1st Congres of the Société Française des Technologies pour l’Autonomie et de Gérontechno- logie (SFTAG’09), Troyes, France.

Badii, A. and Thiemert, D. (2009) CompanionAble: integrated cognitive assistive and domotic companion robotic systems for ability and security. In: Workshop on Human-Machine-Interaction at KI 2009, Paderborn, Germany.

Legge, D. and Badii, A. (2009) Conceptualisation of an application of adaptive synthetic socioeconomic agents for intelligent network control. In: Symposium on pervasive adaptation at AISB, Edinburgh, UK.

Badii, A., Adetoye, A.O., Thiemert, D. and M., H. (2009) Hydra semantic security resolution framework to support ambient intelligent environments. In: 1st International Workshop on Distributed Computing in Ambient Environments (DiComAe) at 32nd Annual Conference on Artificial Intelligence, Paderborn, Germany.

Badii, A., D., F. and Zhu, M. (2009) Integrative workflow-embedded support for process automation and management. In: European and Mediterranean conference on information systems 2009 (EMCIS2009), Izmir, Turkey .

Badii, A., Khan, A. and D., F. (2009) One’s own soundtrack: affective music synthesis. In: European and Mediterranean conference on information systems 2009 (EMCIS2009), Izmir, Turkey.

Legge, D. and Badii, A. (2009) Primer for an application of adaptive synthetic socioeconomic agents for intelligent network control. In: AI-2009 twenty-ninth SGAI international conference on artificial intelligence, Cambridge, England.

Badii, A., Carter, A., Handzlik, A., Bojanic, S., Englert, T., Patel, D., Pejovic, V., Chorazyczewski, A., Hameed, K. and Bankovic, Z. (2009) Real-time context-aware network security policy enforcement system (RC-NSPES). In: 5th International Conference on Networking and Services (ICNS), Valencia, Spain.

Choudri, S., Ferryman, J. and Badii, A. (2009) Robust background model for pixel based people counting using a single uncalibrated camera. In: Twelfth IEEE international workshop on performance evaluation of tracking and surveillance (PETS-Winter), Snowbird, Utah, USA. doi: https://doi.org/10.1109/PETS-WINTER.2009.5399531

Badii, A., Zhu, M., Lallah, C. and Crouch, M. (2009) Semantic-driven context-aware visual information indexing and retrieval: applied in the film post-production domain. In: Workshop on Computational Intelligence for Visual Intelligence (CIVI), Nashville, Tennessee, USA.

Badii, A. and Thiemert, D. (2009) UI-REF for AAL in the context of IoPTS. In: 3rd International Workshop on Trustworthy Internet of People, Things and Services (IoPTS) , Brussels, Belgium.

Badii, A. and Thiemert, D. (2009) The future of human machine interaction – integrated robots and smart homes. In: International Conference ICT that makes the Difference, Brussels, Belgium.

Badii, A. and Thiemert, D. (2009) The integrated framework architecture of the companionAble robot and smart home. In: 2nd CompanionAble Workshop co-located with the AmI2009 , Salzburg, Austria.

Pejovic, V., Bojanic, S., Carreras, C. and Badii, A. (2009) A practical method for testing high-speed networking hardware architectures. In: 2009 fifth international conference on networking and services, Valencia, Spain. doi: https://doi.org/10.1109/ICNS.2009.50

Khan, A. and Badii, A. (2008) Multi-level Input Fusion in multi-modal systems. In: SSE Systems Engineering Conference 2008, 25-26 Sep 2008, The University of Reading. (Unpublished)

Lallah, C. and Badii, A. (2008) Networks of contextualised ontologies for the Semantic Web. In: SSE Systems Engineering Conference 2008, 25-26 Sep 2008, The University of Reading. (Unpublished)

Hameed, S., Hawker, C. and Badii, A. (2008) Analysis of the dominant enterprise information assurance mechanisms. In: European and Mediterranean conference on information systems 2008 (EMCIS 2008), Al Bostan Rotana, Dubai, UAE.

Hameed, K. and Badii, A. (2008) Biologically motivated model for object detection and identification in real-world scenes. In: SSE Systems Engineering Conference 2008, 25-26 Sep 2008, The University of Reading. (Unpublished)

Hameed, S., Raza, A. and Badii, A. (2008) Converged next generation network architecture and its reliability. In: European and Mediterranean conference on information systems 2008 (EMCIS 2008), Al Bostan Rotana, Dubai, UAE.

Badii, A., Patel, D. and Bragg, H. (2008) Design and evaluation of intelligent classifier based intrusion detection system. In: European and Mediterranean conference on information systems 2008 (EMCIS 2008), Al Bostan Rotana, Dubai, UAE.

Umar, F.K., Hameed, S. and Badii, A. (2008) Design, implementation and evaluation of broadband low noise amplifier (LNA) for radiometer. In: European and Mediterranean conference on information systems 2008 (EMCIS 2008), Al Bostan Rotana, Dubai, UAE.

Hameed, S., Badii, A. and Cullen, A.J. (2008) Effective e-learning integration with traditional learning in a blended learning environment. In: European and Mediterranean conference on information systems 2008 (EMCIS 2008), Al Bostan Rotana, Dubai, UAE.

Badii, A., Adetoye, A., Patel, D. and Hameed, K. (2008) Efficient FPGA-based regular expression pattern matching. In: European and Mediterranean conference on information systems 2008 (EMCIS 2008), Al Bostan Rotana, Dubai, UAE.

Badii, A. and Patel, D. (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. In: European and Mediterranean conference on information systems 2008 (EMCIS 2008), Al Bostan Rotana, Dubai, UAE.

Badii, A., Khan, A., Adetoye, A. and Fuschi, D. (2008) High resolution digital media personalisation for all delivery context device agents. In: 14th International Conference on Distributed Multimedia Systems (DMS 2008), Boston, USA.

Thiemert, D. and Badii, A. (2008) Multi-modal fingerprinting for multimedia assets: optimisation of media security protection in online distribution environments. In: SSE Systems Engineering Conference 2008 , 25-26 Sep 2008, The University of Reading. (Unpublished)

Badii, A. (2008) Research agenda in context-specific semantic resolution of security and QoS for ambient intelligence. In: The internet of things and services 1st international research workshop, Sophia-Antipolis, France.

Zhu, M. and Badii, A. (2008) Semantic-level visual content descriptor combining visual and textual cues as collaterals. In: University of Reading School of Systems Engineering Annual Research Conference (SSE Conf08), Reading, UK.

Badii, A. (2008) User-intimate requirements hierarchy resolution framework (UI-REF). In: AmI-08: Second European Conference on Ambient Intelligence, Nuremberg, Germany.

Badii, A. and Fuschi, D.L. (2008) User-intimate requirements hierarchy resolution framework (UI-REF) in work-flow design for 3D media production and distribution. In: 4th international conference on automated solutions for cross media content and multi-channel distribution, Florence, Italy.

Badii, A. (2008) Virtual user systems: the rationale and practice. In: Ambient assisted living: virtual user platforms, Lyon, France.

Badii, A. (2008) The challenges in intimate-assistive-rehabilitative systems design: from requirements to design and evaluation. In: 1st CompanionAble Workshop at the AbleTech08 , Bilbao, Spain.

Badii, A., Adetoye, A., Thiemert, D. and Hoffmann, M. (2008) A framework architecture for semantic resolution of security for AMI. In: The internet of things and services 1st international research workshop, Sophia-Antipolis, France.

Badii, A. and Thiemert, D. (2008) A framework towards multi-modal fingerprinting scheme for multimedia assets. In: European and Mediterranean conference on information systems 2008 (EMCIS 2008), Al Bostan Rotana, Dubai, UAE.

Badii, A. (2008) The internet of things and services: a research agenda. In: Internet of Things & Services (IoTS) Network Session at the European ICT Conference (ICT 2008), Lyon, France.

Neubarth, K., Badii, A. and Weyde, T. (2007) Generation of e-exercise objects for personalised technology-enhanced music learning. In: World Conference on E-Learning in Corporate, Government, Healthcare, and Higher Education, Quebec, Canada.

Bankovic, Z., Bojanic, S. , Nieto-Taladriz, O. and Badii, A. (2007) Increasing detection rate of user-to-root attacks using genetic algorithms. In: The International Conference on Emerging Security Information, Systems, and Technologies (SecureWare 2007), Valencia, Spain. doi: https://doi.org/10.1109/SECUREWARE.2007.4385309

Hoffmann, M., Badii, A., Engberg, S., Nair, R., Thiemert, D. and Matthess, M. (2007) Security, trust and privacy supported by context-aware middleware. In: 18th Wireless World Research Forum Meeting: Multimedia Goes Mobile (WWRF), Espoo, Finland.

Hoffmann, M., Badii, A., Engberg, S., Nair, R., Thiemert, D., Matthess, M. and Schutte, J. (2007) Towards semantic resolution of security in ambient environments. In: 2nd International Conference on Ambient Intelligence Developments (AMI.D'07), Sophia-Antipolis, France.

Truman, S.M., Mulholland, P. and Badii, A. (2005) Bridging social learning and creativity: an integrated framework for collaborative-creative music composition within the classroom. In: Proc. of the specity for education, music and psychology research (SEMPRE) Conference, Cambridge, UK.

Truman, S.M., Mulholland, P. and Badii, A. (2005) A creative alternative to symbolic music notation: Exploiting visual metaphors to encourage musical creativity in school-age children. In: Proc. of the 4th International Conference on Musical Understanding, Exeter, UK.

Book

Laing, C., Badii, A. and Vickers, P. (2012) Securing critical infrastructures and critical control systems: approaches for threat protection. IGI Global, Hershey, PA, pp450. ISBN 9781466626591