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A Data Mining-Based Model for Assessing Guangzhou's Higher Vocational Colleges 'New Energy Automobile Majors' Vocational Skills
Published 2024“…In endurance validation tests, the hybrid model obtained an acceptable 88% F1 score, 90% recall, 86% precision, and 88% accuracy. The findings show the positive aspects of using modern data-driven methods to more closely match educational institutions with the constantly evolving needs of the AS. …”
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Modified shipping containers for transitional shelter construction
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Deep learning-based microcirculation performance classification using multispectral photoacoustic technology
Published 2024“…The ultrasonic waves collected from their posterior left arm under two experimental settings, namely at rest (i.e., control) and with arterial blood flow occlusions, were used to predict the microcirculation changes in tissue using the deep networks. Our findings showed the superiority of the hybrid model over the Alexnet and LSTM, with an average testing accuracy of 95.7 % and precision of 98.2 %, making it an ideal deep learning model for the task. …”
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Characterization of ink-based phantoms with deep networks and photoacoustic method
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Phenomenological exploration of separation in couples amidst Covid-19 pandemic
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A journey back home through a mask for the 21st century : the legacy of Commedia dell'Arte in postdramatic theatre with particular focus on the centrality of the actor in devised performance : a practice-as-research PhD based on three years of research, culminating in this thesis, an ensemble devised performance A Floating Caravan Under the Moon (2015/16) and a solo piece Home/Finding Home (2017/18)
Published 2019“…Each chapter provides a contextualisation within postdramatic (devised) theatre, a description and evaluation of practical methodologies and an analysis of my findings. The Conclusions draw on my reflections, emphasising the similarities and differences with existing practices in the field and the originality of my work.…”
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First-generation Nigerian mothers living in the UK and their experience of postnatal depression: an interpretative phenomenological analysis
Published 2023“…Contrary to reports suggesting that Black ethnic groups do not seek help for their mental health needs, participants’ accounts indicated that their attempts to engage with professionals were met with unsatisfactory responses. The findings of this study highlight the need to address barriers affecting access to services by fostering a patient-centred and culturally sensitive approach in healthcare teams to effectively engage mothers at an early stage in the detection pathway.…”
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Usage of BIM for improvement on design coordination in construction industry
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