Dr Maitreyee Dey


NameDr Maitreyee Dey
Job titleVisiting Fellow
Organisational UnitMechanical Engineering and Design
ORCIDhttps://orcid.org/0000-0002-6862-7032

Research outputs

Solar farm voltage anomaly detection using high-resolution uPMU data-driven unsupervised machine learning

Dey, M., Rana, S., Simmons, C. and Dudley-Mcevoy, S. (2021). Solar farm voltage anomaly detection using high-resolution uPMU data-driven unsupervised machine learning. Applied Energy. 303 (117656). https://doi.org/10.1016/j.apenergy.2021.117656

Automated terminal unit performance analysis employing x-RBF neural network and associated energy optimisation – A case study based approach

Dey, M., Rana, S. and Dudley-Mcevoy, S. (2021). Automated terminal unit performance analysis employing x-RBF neural network and associated energy optimisation – A case study based approach. Applied Energy. 298, p. 117103. https://doi.org/10.1016/j.apenergy.2021.117103

3D Gait Abnormality Detection Employing Contactless IR-UWB Sensing Phenomenon

Rana, S., Dey, M., Ghavami, M. and Dudley-McEvoy, S. (2021). 3D Gait Abnormality Detection Employing Contactless IR-UWB Sensing Phenomenon. IEEE Transactions on Instrumentation and Measurement. 70. https://doi.org/10.1109/TIM.2021.3069044

A Case Study Based Approach for Remote Fault Detection Using Multi-Level Machine Learning in A Smart Building

Dey, M, Rana, SP and Dudley, S (2020). A Case Study Based Approach for Remote Fault Detection Using Multi-Level Machine Learning in A Smart Building. Smart Cities. 3 (2), pp. 401-419. https://doi.org/10.3390/smartcities3020021

ITERATOR: A 3D Gait Identification from IR-UWB Technology

Rana, S., Dey, M, Ghavami, M and Dudley, S (2019). ITERATOR: A 3D Gait Identification from IR-UWB Technology. International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) (EMBC 2019). Berlin, Germany 23 - 27 Jul 2019

Machine Learning Approaches for Automated Lesion Detection in Microwave Breast Imaging Clinical Data

Rana, S., Dey, M, Tiberi, G, Sani, L, Vispa, A, Raspa, G, Duranti, M, Ghavami, M and Dudley, S (2019). Machine Learning Approaches for Automated Lesion Detection in Microwave Breast Imaging Clinical Data. Scientific Reports. 9, p. 10510. https://doi.org/10.1038/s41598-019-46974-3

Non-Contact Human Gait Identification through IR-UWB Edge Based Monitoring Sensor

Rana, S., Dey, M, Ghavami, M and Dudley-McEvoy, S (2019). Non-Contact Human Gait Identification through IR-UWB Edge Based Monitoring Sensor. IEEE Sensors Journal. https://doi.org/10.1109/JSEN.2019.2926238

A robust FLIR target detection employing an auto-convergent pulse coupled neural network

Dey, M., Rana, S.P. and Siarry, P. (2019). A robust FLIR target detection employing an auto-convergent pulse coupled neural network. Remote Sensing Letters. 10 (7), pp. 639-648. https://doi.org/10.1080/2150704x.2019.1597296

Signature Inspired Home Environments Monitoring System using IRUWB Technology

Dudley, S, Rana, S., Dey, M and Ghavami, M (2019). Signature Inspired Home Environments Monitoring System using IRUWB Technology. MPDI Sensors. 19 (2), p. 385. https://doi.org/10.3390/s19020385

Boosting content based image retrieval performance through integration of parametric & nonparametric approaches

Rana, S., Dey, M. and Siarry, P. (2019). Boosting content based image retrieval performance through integration of parametric & nonparametric approaches. Journal of Visual Communication and Image Representation. 58, pp. 25-219. https://doi.org/10.1016/j.jvcir.2018.11.015

Semi-Supervised Learning Techniques for Automated Fault Detection and Diagnosis of HVAC System

Dudley, S, Dey, M and Rana, S. (2018). Semi-Supervised Learning Techniques for Automated Fault Detection and Diagnosis of HVAC System. IEEE International Conference on Tools with Artificial Intelligence (ICTAI-2018). Volos, Greece 05 - 07 Nov 2018

A Self Regulating and Crowdsourced Indoor Positioning System through Wi-Fi Fingerprinting for Multi Storey Building

Rana, S., Dey, M and Dudley, S (2018). A Self Regulating and Crowdsourced Indoor Positioning System through Wi-Fi Fingerprinting for Multi Storey Building. Sensors. 18 (11), pp. 1-15. https://doi.org/10.3390/s18113766

Remote Vital Sign Recognition Through Machine Learning Augmented UWB

Dudley, S, Rana, S., Dey, M, Brown, R and Siddiqui, H (2018). Remote Vital Sign Recognition Through Machine Learning Augmented UWB. European Conference on Antennas and Propagation. Excel London, Docklands 09 - 13 Apr 2018 London South Bank University. https://doi.org/10.1049/cp.2018.0978

Smart Building Creation in Large Scale HVAC Environments through Automated Fault Detection and Diagnosis

Dudley, S, Dey, M and Rana, S. (2018). Smart Building Creation in Large Scale HVAC Environments through Automated Fault Detection and Diagnosis. Future Generation Computer Systems. 108, pp. 950-966. https://doi.org/10.1016/j.future.2018.02.019

A PID Inspired Feature Extraction for HVAC Terminal Units

Dey, M, Gupta, M, Rana, S., Turkey, M and Dudley, S (2017). A PID Inspired Feature Extraction for HVAC Terminal Units. IEEE Conference on Technologies for Sustainability (SusTech 2017). Phoenix, Arizona, USA 12 - 14 Nov 2017 Institute of Electrical and Electronics Engineers (IEEE).

UWB Localization Employing Supervised Learning Method

Rana, S., Dey, M., Siddiqui, H., Tiberi, G., Ghavami, M. and Dudley, S (2017). UWB Localization Employing Supervised Learning Method. IEEE International Conference on Ubiquitous Wireless Broadband 2017. Salamanca, Spain 12 - 15 Sep 2017 Institute of Electrical and Electronics Engineers (IEEE). https://doi.org/10.1109/ICUWB.2017.8250971

Unsupervised Learning Techniques for HVAC Terminal Unit Behaviour Analysis

Dey, M, Gupta, M, Turkey, M and Dudley, S (2017). Unsupervised Learning Techniques for HVAC Terminal Unit Behaviour Analysis. IEEE International Conference on Smart City Innovations. Fremont, California, USA 04 - 08 Aug 2017 Institute of Electrical and Electronics Engineers (IEEE). https://doi.org/10.1109/UIC-ATC.2017.8397584
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