All Outputs (73)

An ergonomic assessment of small boat lobster fishing. (2019)
Conference Proceeding
DUGUID, A. and VOSPER, H. 2019. An ergonomic assessment of small boat lobster fishing. In Charles, R. and Golightly, D. (eds) Contemporary ergonomics and human factors 2019: proceedings of the Ergonomics and human factors 2019 (EHF 2019), 29 April - 1 May 2019, Stratford-upon-Avon, UK. Birmingham : CIEHF [online]. Available from: https://publications.ergonomics.org.uk/publications/an-ergonomic-assessment-of-small-boat-lobster-fishing.html

Fishing is a high-risk occupation: among these risks is the high frequency of work-related musculoskeletal injury. While the industry is regulated world-wide, the safety focus is on larger vessels, which is significant given that the vast majority of... Read More about An ergonomic assessment of small boat lobster fishing..

The relationships between users and daylighting design in the 20th century architectural practice. (2019)
Conference Proceeding
BELAKEHAL, A., TABET AOUL, K., BENNADJI, A. and FARHI, A. 2019. The relationships between users and daylighting design in the 20th century architectural practice. In Kim, J.-T., Noguchi, M. and Altan, H. (eds.) Proceedings of 7th Zero energy mass custom home international conference 2019 (ZEMCH 2019), 26-28 November 2019, Seoul, Republic of Korea. Melbourne: ZEMCH Network [online], pages 339-347. Available from: https://view.joomag.com/zemch-2019-international-conference-proceedings-april2020/0323140001587015989

Architecture is considered a crossing field between arts and sciences that is supported by multiple, various and complex issues. Considering that architecture is a man’s creation for men, this research explores human factors in architecture. It speci... Read More about The relationships between users and daylighting design in the 20th century architectural practice..

Approaches, strategies and theoretical and practice-based research methods to investigate and archive video art: some reflections from the REWIND projects. (2019)
Conference Proceeding
LEUZZI, L., PARTRIDGE, S. and LOCKHART, A. 2019. Approaches, strategies and theoretical and practice-based research methods to investigate and archive video art: some reflections from the REWIND projects. In RE:SOUND 2019: proceedings of 8th Histories of media arts international conference 2019 (MAH 2019): sound, media and art; theories, histories, practices, 20-23 August 2019, Aalborg, Denmark. London: BCS, pages 274-282. Hosted on ScienceOpen [online]. Available from: https://www.scienceopen.com/hosted-document?doi=10.14236/ewic/RESOUND19.41

This paper will discuss methodologies, approaches and issues, emerging out of three major research projects that have investigated early histories of video art in Europe: REWIND (2004 ongoing), REWINDItalia (2011-2014) and EWVA (2015-2018). The paper... Read More about Approaches, strategies and theoretical and practice-based research methods to investigate and archive video art: some reflections from the REWIND projects..

Learning to self-manage by intelligent monitoring, prediction and intervention. (2019)
Conference Proceeding
WIRATUNGA, N., CORSAR, D., MARTIN, K., WIJEKOON, A., ELYAN, E., COOPER, K., IBRAHIM, Z., CELIKTUTAN, O., DOBSON, R.J., MCKENNA, S., MORRIS, J., WALLER, A., ABD-ALHAMMED, R., QAHWAJI, R. and CHAUDHURI, R. 2019. Learning to self-manage by intelligent monitoring, prediction and intervention. In Wiratunga, N., Coenen, F. and Sani, S. (eds.) Proceedings of the 4th International workshop on knowledge discovery in healthcare data (KDH 2019), co-located with the 28th International joint conference on artificial intelligence (IJCAI-19), 10-11 August 2019, Macao, China. CEUR workshop proceedings, 2429. Aachen: CEUR-WS [online], pages 60-67. Available from: http://ceur-ws.org/Vol-2429/paper10.pdf

Despite the growing prevalence of multimorbidities, current digital self-management approaches still prioritise single conditions. The future of out-of-hospital care requires researchers to expand their horizons; integrated assistive technologies sho... Read More about Learning to self-manage by intelligent monitoring, prediction and intervention..

Macro-BIM adoption study: establishing Nigeria's BIM maturity. (2019)
Conference Proceeding
HAMMA-ADAMA, M. and KOUIDER, T. 2019. Macro-BIM adoption study: establishing Nigeria’s BIM maturity. In Aigbavboa, C. and Thwala, W. (eds.) The construction industry in the fourth industrial revolution: proceedings of the 11th Construction Industry Development Board (CIDB) postgraduate research conference (CIDB 2019): positioning the construction industry in the fourth industrial revolution, 28-30 July 2019, Johannesburg, South Africa. Cham: Springer [online], pages 401-411. Available from: https://doi.org/10.1007/978-3-030-26528-1_40

Construction Industry in Nigeria has since required a disruptive technology to change its construction business and improve its capabilities and productivity. As an on-going research (PhD work) to developing a strategy for an effective Building Infor... Read More about Macro-BIM adoption study: establishing Nigeria's BIM maturity..

Anomaly detection in network traffic using dynamic graph mining with a sparse autoencoder. (2019)
Conference Proceeding
JIA, G., MILLER, P., HONG, X., KALUTARAGE, H. and BAN, T. 2019. Anomaly detection in network traffic using dynamic graph mining with a sparse autoencoder. In Proceedings of 18th Institution of Electrical and Electronics Engineers (IEEE) international Trust, security and privacy in computing and communications conference, co-located with 13th IEEE international Big data science and engineering conference (TrustCom/BigDataSE), 5-8 August 2019, Rotorua, New Zealand. Piscataway: IEEE [online], pages 458-465. Available from: https://doi.org/10.1109/TrustCom/BigDataSE.2019.00068

Network based attacks on ecommerce websites can have serious economic consequences. Hence, anomaly detection in dynamic network traffic has become an increasingly important research topic in recent years. This paper proposes a novel dynamic Graph and... Read More about Anomaly detection in network traffic using dynamic graph mining with a sparse autoencoder..

Comparative analysis of two asynchronous parallelization variants for a multi-objective coevolutionary solver. (2019)
Conference Proceeding
ZAVOIANU, A.-C., SAMINGER-PLATZ, S. and AMRHEIN, W. 2019. Comparative analysis of two asynchronous parallelization variants for a multi-objective coevolutionary solver. In Proceedings of the 2019 Institute of Electrical and Electronics Engineers (IEEE) congress on evolutionary computation (IEEE CEC 2019), 10-13 June 2019, Wellington, New Zealand. Piscataway: IEEE [online], article number 8790133, pages 3078-3085. Available from: https://doi.org/10.1109/CEC.2019.8790133

We describe and compare two steady state asynchronous parallelization variants for DECMO2++, a recently proposed multi-objective coevolutionary solver that generally displays a robust run-time convergence behavior. The two asynchronous variants were... Read More about Comparative analysis of two asynchronous parallelization variants for a multi-objective coevolutionary solver..

Introducing the dynamic customer location-allocation problem. (2019)
Conference Proceeding
ANKRAH, R., LACROIX, B., MCCALL, J., HARDWICK, A. and CONWAY, A. 2019. Introducing the dynamic customer location-allocation problem. In Proceedings of the 2019 Institute of Electrical and Electronics Engineers (IEEE) Congress on evolutionary computation (IEEE CEC 2019), 10-13 June 2019, Wellington, NZ. Piscataway: IEEE [online], pages 3157-3164. Available from: https://doi.org/10.1109/CEC.2019.8790150

In this paper, we introduce a new stochastic Location-Allocation Problem which assumes the movement of customers over time. We call this new problem Dynamic Customer Location-Allocation Problem (DC-LAP). The problem is based on the idea that customer... Read More about Introducing the dynamic customer location-allocation problem..

DEFeND architecture: a privacy by design platform for GDPR compliance. (2019)
Conference Proceeding
PIRAS, L., AL-OBEIDALLAH, M.G., PRAITANO, A., TSOHOU, A., MOURATIDIS, H., GALLEGO-NICASIO CRESPO, B., BERNARD, J.B., FIORANI, M., MAGKOS, E., SANZ, A.C., PAVLIDIS, M., D'ADDARIO, R. and ZORZINO, G.G. 2019. DEFeND architecture: a privacy by design platform for GDPR compliance. In Gritzalis, S., Weippl, E.R., Katsikas, S.K., Anderst-Kotsis, G., Tjoa, A.M. and Khalil, I. (eds.) Trust, privacy and security in digital business: 16th Trust, privacy and security in digital business international conference 2019 (TrustBus 2019), 26-29 August 2019, Linz, Austria. Lecture notes in computer science, 11711. Cham: Springer [online], pages 78-93. Available from: https://doi.org/10.1007/978-3-030-27813-7_6

The advent of the European General Data Protection Regulation (GDPR) imposes organizations to cope with radical changes concerning user data protection paradigms. GDPR, by promoting a Privacy by Design approach, obliges organizations to drastically c... Read More about DEFeND architecture: a privacy by design platform for GDPR compliance..

What are the barriers and drivers toward BIM adoption in Nigeria? (2019)
Conference Proceeding
HAMMA-ADAMA, M. and KOUIDER, T. 2019. What are the barriers and drivers towards BIM adoption in Nigeria? In Skibniewski, M.J. and Hajdu, M. (eds.) Proceedings of the 2019 Creative construction conference (CCC 2019), 29 June – 2 July 2019, Budapest, Hungary. Budapest: Diamond Congress Ltd [online], pages 529-539. Available from:https://2019.creative-construction-conference.com/downloads/

The ‘digitalization and collaboration’ or Building Information Modelling (BIM) in the construction industry has been gaining momentum in the recent academic engagements. Despite its existence in many industries (i.e. publishing, retailing, financial... Read More about What are the barriers and drivers toward BIM adoption in Nigeria?.

An online variational inference and ensemble based multi-label classifier for data streams. (2019)
Conference Proceeding
NGUYEN, T.T.T., NGUYEN, T.T., LIEW, A.W.-C., WANG, S.-L., LIANG, T. and HU, Y. 2019. An online variational inference and ensemble based multi-label classifier for data streams. In Proceedings of 11th International conference on advanced computational intelligence (ICACI 2019), 7-9 June 2019, Guilin, China. Piscataway: IEEE [online], pages 302-307. Available from: https://doi.org/10.1109/ICACI.2019.8778594

Recently, multi-label classification algorithms have been increasingly required by a diversity of applications, such as text categorization, web, and social media mining. In particular, these applications often have streams of data coming continuousl... Read More about An online variational inference and ensemble based multi-label classifier for data streams..

VIP-STB farm: scale-up village to county/province level to support science and technology at backyard (STB) program. (2019)
Conference Proceeding
YAN, Y., ZHAO, S., FANG, Y., LIU, Y., CHEN, Z. and REN, J. 2020. VIP-STB farm: scale-up village to county/province level to support science and technology at backyard (STB) program. In Ren, J., Hussain, A., Zhao, H., Huang, K., Zheng, J., Cai, J., Chen, R. and Xiao, Y. (eds.). 2020. Advances in brain inspired cognitive systems: proceedings of the 10th Brain inspired cognitive systems (BCIS) international conference 2019 (BCIS 2019), 13-14 July 2019, Guangzhou, China. Lecture notes in computer science, 11691. Cham: Springer [online], pages 283-292. Available from: https://doi.org/10.1007/978-3-030-39431-8_27

In this paper, we introduce a new concept in VIP-STB, a funded project through Agri-Tech in China: Newton Network+ (ATCNN), in developing feasible solutions towards scaling-up STB from village level to upper level via some generic models and systems.... Read More about VIP-STB farm: scale-up village to county/province level to support science and technology at backyard (STB) program..

On the definition of dynamic permutation problems under landscape rotation. (2019)
Conference Proceeding
ALZA, J., BARTLETT, M., CEBERIO, J. and MCCALL, J. 2019. On the definition of dynamic permutation problems under landscape rotation. In López-Ibáñez, M. (ed.) Proceedings of the 2019 Genetic and evolutionary computation conference companion (GECCO 2019), 13-17 July 2019, Prague, Czech Republic. New York: ACM [online], pages 1518-1526. Available from: https://doi.org/10.1145/3319619.3326840

Dynamic optimisation problems (DOPs) are optimisation problems that change over time. Typically, DOPs have been defined as a sequence of static problems, and the dynamism has been inserted into existing static problems using different techniques. In... Read More about On the definition of dynamic permutation problems under landscape rotation..

Limitations of benchmark sets and landscape features for algorithm selection and performance prediction. (2019)
Conference Proceeding
LACROIX, B. and MCCALL, J. 2019. Limitations of benchmark sets and landscape features for algorithm selection and performance prediction. In López-Ibáñe, M. (ed.) Proceedings of the 2019 Genetic and evolutionary computation conference (GECCO 2019) companion, 13-17 July 2019, Prague, Czech Republic. New York: Association for Computing Machinery [online], pages 261-262. Available from: https://doi.org/10.1145/3319619.3322051

Benchmark sets and landscape features are used to test algorithms and to train models to perform algorithm selection or configuration. These approaches are based on the assumption that algorithms have similar performances on problems with similar fea... Read More about Limitations of benchmark sets and landscape features for algorithm selection and performance prediction..

Simultaneous meta-data and meta-classifier selection in multiple classifier system. (2019)
Conference Proceeding
NGUYEN, T.T., LUONG, A.V., NGUYEN, T.M.V., HA, T.S., LIEW, A.W.-C. and MCCALL, J. 2019. Simultaneous meta-data and meta-classifier selection in multiple classifier system. In López-Ibáñez, M. (ed.) Proceedings of the 2019 Genetic and evolutionary computation conference (GECCO ’19), 13-17 July 2019, Prague, Czech Republic. New York: ACM [online], pages 39-46. Available from: https://doi.org/10.1145/3321707.3321770

In ensemble systems, the predictions of base classifiers are aggregated by a combining algorithm (meta-classifier) to achieve better classification accuracy than using a single classifier. Experiments show that the performance of ensembles significan... Read More about Simultaneous meta-data and meta-classifier selection in multiple classifier system..

Perspectives on the student transition into CS1. (2019)
Conference Proceeding
SIEGEL, A.A., ZARB, M., GLASSEY, R. and HUGHES, J. 2019. Perspectives on the student transition into CS1. In Proceedings of the 24th Innovation and technology in computer science education annual conference 2019 (ITiCSE 2019), 15-17 July 2019, Aberdeen, UK. New York: ACM Press [online], pages 168-169. Available from: https://doi.org/10.1145/3304221.3325540

As students transition into higher education, their experience can be quite new and foreign to them. This experience, while an individual one, consists of many concerns that are shared amongst these transitioning students. Partly as a result of these... Read More about Perspectives on the student transition into CS1..

Laughter over dread: early collaborative problem solving through an extended induction using robots. (2019)
Conference Proceeding
ZARB, M. and SCOTT, M. 2019. Laughter over dread: early collaborative problem solving through an extended induction using robots. In Proceedings of the 24th Innovation and technology in computer science education annual conference 2019 (ITiCSE 2019), 15-17 July 2019, Aberdeen, UK. New York: ACM Press [online], pages 249-250. Available from: https://doi.org/10.1145/3304221.3325548

Software development companies want new hires with strong interpersonal and problem solving skills. To ensure the development of such skills, they must be embedded throughout the curriculum. However, many students struggle to collaborate with peers a... Read More about Laughter over dread: early collaborative problem solving through an extended induction using robots..

Integrating real-world clients in a project management module. (2019)
Conference Proceeding
ZARB, M., YOUNG, T. and BALLEW, W. 2019. Integrating real-world clients in a project management module. In Proceedings of the 24th Innovation and technology in computer science education annual conference 2019 (ITiCSE 2019), 15-17 July 2019, Aberdeen, UK. New York: ACM Press [online], pages 329. Available from: https://doi.org/10.1145/3304221.3325559

Graduates in CS are required to have a background in project management, but often this is taught as a theoretical module, with little "real-world" relevance. In this poster abstract, a Project Management module has been redeveloped around the idea o... Read More about Integrating real-world clients in a project management module..

Incorporating on-campus days in a graduate apprenticeship. (2019)
Conference Proceeding
YOUNG, T. and ZARB, M. 2019. Incorporating on-campus days in a graduate apprenticeship. In Proceedings of the 24th Innovation and technology in computer science education annual conference (ITiCSE 2019), 15-17 July 2019, Aberdeen, UK. New York: ACM Press [online], page 328. Available from: https://doi.org/10.1145/3304221.3325567

Graduate Apprenticeships look to overcome the segregation of learning and working by integrating traditional education into the context of the work environment. This poster abstract looks to highlight the importance of peer interactions, specifically... Read More about Incorporating on-campus days in a graduate apprenticeship..

Challenges of delivering a graduate apprenticeship. (2019)
Conference Proceeding
YOUNG, T. and ZARB, M. 2019. Challenges of delivering a graduate apprenticeship. In Proceedings of the 24th Innovation and technology in computer science education annual conference (ITiCSE 2019), 15-17 July 2019, Aberdeen, UK. New York: ACM Press [online], page 327. Available from: https://doi.org/10.1145/3304221.3325566

Graduate Apprenticeship degree programmes look to overcome the segregation of learning and working, by integrating traditional education into the context of the work environment. This poster abstract showcases a number of actions that were put into p... Read More about Challenges of delivering a graduate apprenticeship..