Publications
Journals
[J8] M. Dey, S. P. Rana, S. Dudley. "A Case Study Based Approach for Remote Fault Detection Using Multi-Level Machine Learning in A Smart Building (2020), Smart Cities 3 (2), 401-419.
[J7] S. P. Rana, M. Dey, G. Tiberi, L. Sani, A. Vispa, G. Raspa, M. Duranti, M. Ghavami, S. Dudley. “Machine Learning Approaches for Automated Lesion Detection in Microwave Breast Imaging Clinical Data”, Nature Scientific Reports 9 (1), 10510. (Impact factor- 4.525).
[J6] S. P. Rana, M. Dey, M. Ghavami, S. Dudley. "Non-Contact Human Gait Identification through IR-UWB Edge Based Monitoring Sensor." IEEE Sensors Journal (2019), DOI: 10.1109/JSEN.2019.2926238. (Impact factor- 3.076).
[J5] M. Dey, S. P. Rana, P. Siarry. "A robust FLIR target detection employing an auto-convergent pulse coupled neural network." Remote Sensing Letter (2019), DOI: 10.1080/2150704X.2019.1597296. (Impact factor- 1.524).
[J4] S. P. Rana, M. Dey, M. Ghavami, S. Dudley, “Signature Inspired Home Environments Monitoring System Using IR-UWB Technology” Sensors, 19(2). (Impact factor- 3.031).
[J3] S. P. Rana, M Dey, P. Siarry, “Boosting Content Based Image Retrieval Performance Through Integration of Parametric & Nonparametric Approaches”, Journal of Visual Communication and Image Representation, 58 (2019): 205-219. (Impact factor- 2.259).
[J2] S. P. Rana, J. Prieto, M. Dey, S. Dudley, J. Corchado, (2018). “A Self Regulating and Crowdsourced Indoor Positioning System through Wi-Fi Fingerprinting for Multi Storey Building”, Sensors, 18(11), 3766. (Impact factor- 3.031).
[J1] M. Dey, S. P. Rana, S. Dudley, “Smart Building Creation in Large Scale HVAC Environments through Automated Fault Detection and Diagnosis”, Future Generation Computer System, 2018. (Impact factor- 5.768).
Conferences
[C8] M. Dey, S. P. Rana, C. V. Simmons, S. Dudley, “High-resolution data-driven anomalous event detection from solar farm data using clustering large applications based upon randomized search”, The 6th International Applied Energy Symposium: Low Carbon Cities & Urban Energy Systems (CUE2020) October10-17, 2020, Volume - 8, Tokyo, Japan/ Virtual Conference.
[C7] S. P. Rana, M. Dey, M. Ghavami, S. Dudley, “ITERATOR: A 3D Gait Identification from IR-UWB Technology”, The IEEE 41st International Engineering in Medicine and Biology Conference (EMBC), Berlin, Germany from July 23–27, 2019.
[C6] S. P. Rana, M. Dey, M. Ghavami, S. Dudley, “Intelligent Three-dimensional Gait Analysis Using IR-UWB Sensing”, The 41st Progress in Electromagnetics Research Symposium (PIERS), Rome, Italy, June 2019.
[C5] M. Dey, S. P. Rana, S. Dudley, "Semi-Supervised Learning Techniques for Automated Fault Detection and Diagnosis of HVAC Systems”, The IEEE 30th International Conference on Tools with Artificial Intelligence (ICTAI), Volos, Greece, November 2018.
[C4] S. P. Rana, M. Dey, R. Brown, H. Siddiqui, S. Dudley, “Remote Vital Sign Recognition Through Machine Learning Augmented UWB”, 12th IEEE International Conference on European Conference on Antennas and Propagation (EuCAP), London, UK, April 2018.
[C3] M. Dey, M. Gupta, S. P. Rana, M. Turkey, S. Dudley, “A PID Inspired Feature Extraction Method for HVAC Terminal Units”, 5th IEEE International Conference on Technologies for Sustainability (SusTech), Phoenix, AZ November, 2017.
[C2] S. P. Rana, M. Dey, H. Siddiqui, G. Tiberi, M. Ghavami, S. Dudley, “UWB localization employing supervised learning method”, IEEE International Conference on Ubiquitous Wireless Broadband ICUWB2017, Salamanca, Spain, 2017.
[C1] M. Dey, M. Gupta, M. Turkey, and S. Dudley, “Unsupervised Learning Techniques for HVAC Terminal Unit Behaviour Analysis”, Proceedings of IEEE International Conference on Smart City Innovations, San Francisco, CA August 2017.
Book Chapters
[B1] S. P. Rana, M. Dey, J. Prieto, S. Dudley, “Recommender System with Machine Learning and Artificial Intelligence:Particle Tools and Applications in Medical and Agricultural Domains”, CRC Press, Taylor & Francis Group, 2020.