Items where Author is "Lawrence, Tom"
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Article
Lawrence, Tom, Zhang, Li, Rogage, Kay and Lim, Chee Peng (2021) Evolving Deep Architecture Generation with Residual Connections for Image Classification Using Particle Swarm Optimization. Sensors, 21 (23). p. 7936. ISSN 1424-8220
Lawrence, Tom, Zhang, Li, Lim, Chee and Phillips, Emma-Jane (2021) Particle Swarm Optimization for Automatically Evolving Convolutional Neural Networks for Image Classification. IEEE Access, 9. pp. 14369-14386. ISSN 2169-3536
Lawrence, Tom and Zhang, Li (2019) IoTNet: An Efficient and Accurate Convolutional Neural Network for IoT Devices. Sensors, 19 (24). p. 5541. ISSN 1424-8220
Rogage, Kay, Clear, Adrian, Alwan, Zaid, Lawrence, Tom and Kelly, Graham (2019) Assessing Building Performance in Residential Buildings using BIM and Sensor Data. International Journal of Building Pathology and Adaptation, 38 (1). pp. 176-191. ISSN 2398-4708
Conference or Workshop Item
Fielding, Ben, Lawrence, Tom and Zhang, Li (2019) Evolving and Ensembling Deep CNN Architectures for Image Classification. In: IJCNN 2019 - 2019 International Joint Conference on Neural Networks, 14th - 19th July 2019, Budapest, Hungary.
Rogage, Kay, Lawrence, Tom and Clear, Adrian (2018) Smart Connected Homes: Integrating Sensor, Occupant and BIM data for Building Performance Analysis. In: 4th Annual Sustainable Ecological Engineering Design for Society (SEEDS) Conference, 6th - 7th September 2018, Dublin, UK.
Thesis
Lawrence, Tom (2022) Deep neural network generation for image classification within resource-constrained environments using evolutionary and hand-crafted processes. Doctoral thesis, Northumbria University.
