Dr Md Shadab Mashuk's Outputs (8)

A Newly Adopted YOLOv9 Model for Detecting Mould Regions Inside of Buildings (2024)
Journal Article

Molds on wall and ceiling surfaces in damp indoor environments especially in houses with poor insulation and ventilation are common in the UK. Since it releases toxic chemicals as it grows, it is a serious health hazard for occupants who live in such... Read More about A Newly Adopted YOLOv9 Model for Detecting Mould Regions Inside of Buildings.

Bridging the Language Gap in FND Care: A Comparative Analysis of Neurologists and Psychologists (2024)
Presentation / Conference Contribution

This study compares the communication in Functional Neurological Disorder (FND) care between neurologists and psychologists through VADER sentiment analysis and LDA topic modeling. It reveals a stark contrast in language use: neurologists prefer clin... Read More about Bridging the Language Gap in FND Care: A Comparative Analysis of Neurologists and Psychologists.

Comparing different approaches of agent-based occupancy modelling for predicting realistic electricity consumption in office buildings (2024)
Journal Article

Having a good grasp on modelling the dynamics of occupants for estimating electricity consumption in office buildings is a vital asset for realistic predictions. Nowadays, agent-based models are widely used for this purpose. Previous approaches to mo... Read More about Comparing different approaches of agent-based occupancy modelling for predicting realistic electricity consumption in office buildings.

Harnessing NLP for enhanced extraction of functional neurological disorder (FND) terminologies from clinical reports (2023)
Presentation / Conference Contribution

Functional Neurological Disorder (FND) is a complex condition that presents significant diagnostic and management challenges for healthcare professionals. This study investigates the variability in FND terminology used across different professional g... Read More about Harnessing NLP for enhanced extraction of functional neurological disorder (FND) terminologies from clinical reports.

Demonstrating the potential of indoor positioning for monitoring building occupancy through ecologically valid trials (2021)
Journal Article
Mashuk, M., Pinchin, J., Siebers, P., & Moore, T. (2021). Demonstrating the potential of indoor positioning for monitoring building occupancy through ecologically valid trials. Journal of Location Based Services, 15(4), 305-327. https://doi.org/10.1080/17489725.2021.1893394

Assessing building performance related to energy consumption in post-design-occupancy stage requires knowledge of building occupancy pattern. These occupancy data can potentially be collected from trials and used to improve the prediction capability... Read More about Demonstrating the potential of indoor positioning for monitoring building occupancy through ecologically valid trials.

A smart phone based multi-floor indoor positioning system for occupancy detection (2018)
Presentation / Conference Contribution

At present there is significant research interest in simulating building environment with artificial agents and predicting energy usage and other building performance related factors that helps to promote understanding of more sustainable buildings.... Read More about A smart phone based multi-floor indoor positioning system for occupancy detection.

Augmented and virtual reality based approaches in minimally invasive surgery training (2013)
Presentation / Conference Contribution

Continuing development in surgical techniques has elevated the level of sophistication in surgery. In order to reduce trauma to healthy tissue of the patient body, scientists are continuously trying different technologies in surgery. Minimally Invasi... Read More about Augmented and virtual reality based approaches in minimally invasive surgery training.

Automatic detection of Bangla characters in Bangladeshi car registration plates (2011)
Presentation / Conference Contribution

This paper presents a technique that intends to recognize bangla characters from Bangladeshi automobile registration plates. Even though the recognition of characters from registration plates are nothing new but the conditions and circumstances surro... Read More about Automatic detection of Bangla characters in Bangladeshi car registration plates.