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All Outputs (106)

Applications of immersive technologies for occupational safety and health management in the construction industry: A systematic review (2022)
Conference Proceeding
Babalola, A., Manu, P., Cheung, C., Yunusa-Kaltungo, A., Da Silva Bartolo, P. J., Gao, S., & Perera, S. (2022). Applications of immersive technologies for occupational safety and health management in the construction industry: A systematic review.

The construction industry contributes significantly to workplace fatalities and injuries despite multiple interventions implemented by governments and construction companies. Recently, immersive technologies as part of a suite of industry 4.0 technol... Read More about Applications of immersive technologies for occupational safety and health management in the construction industry: A systematic review.

Post-Pandemic study spaces: Post occupancy evaluation of BREEAM excellence rated university building (2022)
Conference Proceeding
Duran, O., & Zhao, J. (2022). Post-Pandemic study spaces: Post occupancy evaluation of BREEAM excellence rated university building. In P. Izadpanahi, & F. Perugia (Eds.), Architectural Science and User Experience: How can Design Enhance the Quality of Life: 55th International Conference of the Architectural Science Association 2022 (493–503)

This paper presents preliminary findings from a Post Occupancy Evaluation research of a BREEAM excellence-rated university building, to understand the experience of the students using university study spaces under a post-pandemic teaching and learnin... Read More about Post-Pandemic study spaces: Post occupancy evaluation of BREEAM excellence rated university building.

Eye-tracking dataset to support the research on autism spectrum disorder (2022)
Conference Proceeding
Cilia, F., Carette, R., Elbattah, M., Guérin, J., & Dequen, G. (2022). Eye-tracking dataset to support the research on autism spectrum disorder. In Proceedings of the 1st Workshop on Scarce Data in Artificial Intelligence for Healthcare (59-64). https://doi.org/10.5220/0011540900003523

The availability of data is a key enabler for researchers across different disciplines. However, domains, such as healthcare, are still fundamentally challenged by the paucity and imbalance of datasets. Health data could be inaccessible due to a vari... Read More about Eye-tracking dataset to support the research on autism spectrum disorder.

A critical route for documenting the seismic vulnerability on Mexican historical cities on GIS databases (2022)
Conference Proceeding
Ramírez Eudave, R., Ferreira, T. M., & Romeu, V. (2022). A critical route for documenting the seismic vulnerability on Mexican historical cities on GIS databases. In REHABEND 2022 Congress (1078-1087)

Caracterizar la vulnerabilidad de las construcciones históricas en el contexto de acciones sísmicas es una actividad primordial para su salvaguarda. A pesar de las numerosas experiencias para evaluar construcciones históricas, la aplicación de evalua... Read More about A critical route for documenting the seismic vulnerability on Mexican historical cities on GIS databases.

Comparing closed-loop control of drug infusion using MPC and PID (2022)
Conference Proceeding
Setati, T., Perold, W., Fourie, P., & Withey, D. (2022). Comparing closed-loop control of drug infusion using MPC and PID. In Proceedings of the 15th International Joint Conference on Biomedical Engineering Systems and Technologies - BIODEVICES (126-133). https://doi.org/10.5220/0010783700003123

Continuous intravenous drug delivery can require careful dosage and the maintenance of consistent blood plasma concentration levels. Here, the closed-loop control of drug concentration in simulated patients’ bloodstreams was investigated. During the... Read More about Comparing closed-loop control of drug infusion using MPC and PID.

Mapping and enhancing sustainability literacy and competencies within an undergraduate engineering curriculum (2022)
Conference Proceeding
Lamere, M., Brodie, L., Nyamapfene, A., Fogg-Rogers, L., & Bakthavatchaalam, V. (2022). Mapping and enhancing sustainability literacy and competencies within an undergraduate engineering curriculum. In 9th Research in Engineering Education Symposium and 32nd Australasian Association for Engineering Education Conference (REES AAEE 2021) (298-306). https://doi.org/10.52202/066488-0034

CONTEXT There is growing pressure today to tackle complex sustainability challenges of climate change, resource limitations, extreme poverty, to name a few. As part of this drive, today's engineers are expected to deliver technological solutions that... Read More about Mapping and enhancing sustainability literacy and competencies within an undergraduate engineering curriculum.

Vision-based approach for autism diagnosis using transfer learning and eye-tracking (2022)
Conference Proceeding
Elbattah, M., Guérin, J., Carette, R., Cilia, F., & Dequen, G. (2022). Vision-based approach for autism diagnosis using transfer learning and eye-tracking. In Proceedings of the 15th International Joint Conference on Biomedical Engineering Systems and Technologies - HEALTHINF (256-263). https://doi.org/10.5220/0010975500003123

The potentials of Transfer Learning (TL) have been well-researched in areas such as Computer Vision and Natural Language Processing. This study aims to explore a novel application of TL to detect Autism Spectrum Disorder. We seek to develop an approa... Read More about Vision-based approach for autism diagnosis using transfer learning and eye-tracking.

Learning embeddings from free-text triage notes using pretrained transformer models (2022)
Conference Proceeding
Arnaud, É., Elbattah, M., Gignon, M., & Dequen, G. (2022). Learning embeddings from free-text triage notes using pretrained transformer models. In Proceedings of the 15th International Joint Conference on Biomedical Engineering Systems and Technologies (835-841). https://doi.org/10.5220/0011012800003123

The advent of transformer models has allowed for tremendous progress in the Natural Language Processing (NLP) domain. Pretrained transformers could successfully deliver the state-of-the-art performance in a myriad of NLP tasks. This study presents an... Read More about Learning embeddings from free-text triage notes using pretrained transformer models.

The control of pathogens in stored rainwater using direct electrochemical activation (2022)
Conference Proceeding
Clayton, G., Fox, B., Steer, M., Thorn, R., & Reynolds, D. (2022). The control of pathogens in stored rainwater using direct electrochemical activation. In IWRA Proceedings

Purpose of study or research hypothesis: The main study aim was to control waterborne pathogens using small-scale direct electrochemical activation. Key issue(s) or problem(s) addressed: Rainwater harvesting systems enable households o... Read More about The control of pathogens in stored rainwater using direct electrochemical activation.

Multi-fingered tactile servoing for grasping adjustment under partial observation (2022)
Conference Proceeding
Liu, H., Huang, B., Li, Q., Zheng, Y., Ling, Y., Lee, W., …Yang, C. (2022). Multi-fingered tactile servoing for grasping adjustment under partial observation. In 2022 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) (7781-7788). https://doi.org/10.1109/IROS47612.2022.9981464

Grasping of objects using multi-fingered robotic hands often fails due to small uncertainties in the hand motion control and the object's pose estimation. To tackle this problem, we propose a grasping adjustment strategy based on tactile seroving. Ou... Read More about Multi-fingered tactile servoing for grasping adjustment under partial observation.

A soft fabric-based shrink-to-fit pneumatic sleeve for comfortable limb assistance (2022)
Conference Proceeding
Diteesawat, R. S., Hoh, S., Pulvirenti, E., Rahman, N., Morris, L., Turton, A., …Rossiter, J. (2022). A soft fabric-based shrink-to-fit pneumatic sleeve for comfortable limb assistance. In 2022 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) (9766-9773). https://doi.org/10.1109/IROS47612.2022.9981265

Upper limb impairments and weakness are com-mon post-stroke and with advanced aging. Rigid exoskeletons have been developed as a potential solution, but have had limited impact. In addition to user concerns about safety, their weight and appearance,... Read More about A soft fabric-based shrink-to-fit pneumatic sleeve for comfortable limb assistance.

Multi-purpose tactile perception based on deep learning in a new tendon-driven optical tactile sensor (2022)
Conference Proceeding
Zhao, Z., & Lu, Z. (2022). Multi-purpose tactile perception based on deep learning in a new tendon-driven optical tactile sensor. In 2022 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) (2099-2104). https://doi.org/10.1109/iros47612.2022.9981477

In this paper, we create a new tendon-connected multi-functional optical tactile sensor, MechTac, for object perception in the field of view (TacTip) and location of touching points in the blind area of vision (TacSide). In a multi-point touch task,... Read More about Multi-purpose tactile perception based on deep learning in a new tendon-driven optical tactile sensor.

Is it all about the windows? Residents' values in residential heritage buildings (2022)
Conference Proceeding
Wise, F., Moncaster, A., & Jones, D. (2022). Is it all about the windows? Residents' values in residential heritage buildings. In Acta Polytechnica CTU Proceedings (592-598). https://doi.org/10.14311/app.2022.38.0592

Reducing energy and associated carbon emissions from the built environment is fundamental to meeting our climate goals. Retrofit of existing buildings is therefore a key strategy. Heritage buildings present particular challenges for retrofitting beca... Read More about Is it all about the windows? Residents' values in residential heritage buildings.

Fast and accurate evaluation of collaborative filtering recommendation algorithms (2022)
Conference Proceeding
Polatidis, N., Kapetanakis, S., Pimenidis, E., & Manolopoulos, Y. (2022). Fast and accurate evaluation of collaborative filtering recommendation algorithms. In N. Thanh Nguyen, T. Khoa Tran, U. Tukayev, T. Hong, B. Trawiński, & E. Szczerbicki (Eds.), ACIIDS 2022: Intelligent Information and Database Systems (623-634). https://doi.org/10.1007/978-3-031-21743-2_50

Collaborative filtering are recommender systems algorithms that provide personalized recommendations to users in various online environments such as movies, music, books, jokes and others. There are many such recommendation algorithms and, regarding... Read More about Fast and accurate evaluation of collaborative filtering recommendation algorithms.

A comparative study of occupational safety and health (OS&H) regulations in United States, United Kingdom, Australia, South Africa, and Oman (2022)
Conference Proceeding
Umar, T., Umeokafor, N., Honnur Vali, M. S., & Zia, A. (2022). A comparative study of occupational safety and health (OS&H) regulations in United States, United Kingdom, Australia, South Africa, and Oman. In 1755-1315 (032016). https://doi.org/10.1088/1755-1315/1101/3/032016

This article identifies the gaps in OS&H regulations in Omani construction using a critical review and analysis of relevant literature. Four countries United States of America (USA), United Kingdom (UK), Australia (AUS), and South Africa (SA) were th... Read More about A comparative study of occupational safety and health (OS&H) regulations in United States, United Kingdom, Australia, South Africa, and Oman.

Towards idea mining: Problem-solution phrase extraction from text (2022)
Conference Proceeding
Liu, H., Brailsford, T., Goulding, J., Maul, T., Tan, T., & Chaudhuri, D. (2023). Towards idea mining: Problem-solution phrase extraction from text. In W. Chen, L. Yao, T. Cai, S. Pan, T. Shen, & X. Li (Eds.), Advanced Data Mining and Applications 18th International Conference, ADMA 2022, Brisbane, QLD, Australia, November 28–30, 2022, Proceedings, Part II (3-14). https://doi.org/10.1007/978-3-031-22137-8_1

This paper investigates the feasibility of problem-solution phrases extraction from scientific publications using neural network approaches. Bidirectional Long Short-Term Memory with Conditional Random Fields (Bi-LSTM-CRFs) and Bidirectional Encoder... Read More about Towards idea mining: Problem-solution phrase extraction from text.

Towards idea mining: Problem-solution phrases extraction from text (2022)
Conference Proceeding
Liu, H., Brailsford, T., Goulding, J., Maul, T., Tan, T., & Chaudhuri, D. (2022). Towards idea mining: Problem-solution phrases extraction from text. In W. Chen, L. Yao, T. Cai, S. Pan, T. Shen, & X. Li (Eds.), ADMA 2022: Advanced Data Mining and Applications (3–14). https://doi.org/10.1007/978-3-031-22137-8_1

This paper investigates the feasibility of problem-solution phrases extraction from scientific publications using neural network approaches. Bidirectional Long Short-Term Memory with Conditional Random Fields (Bi-LSTM-CRFs) and Bidirectional Encoder... Read More about Towards idea mining: Problem-solution phrases extraction from text.

A modified LSTM model for Chinese sign language recognition using leap motion (2022)
Conference Proceeding
Wu, B., Lu, Z., & Yang, C. (2022). A modified LSTM model for Chinese sign language recognition using leap motion. In 2022 IEEE International Conference on Systems, Man, and Cybernetics (SMC) (1612-1617). https://doi.org/10.1109/SMC53654.2022.9945287

At present, there are about 70 million deaf people using sign language in the world, but for most normal people, it is difficult to understand the meaning of the sign language expression. Therefore, it is of great importance to explore the ways of re... Read More about A modified LSTM model for Chinese sign language recognition using leap motion.