Dr Andrew Back
Advance Queensland Fellow
School of Information Technology and Electrical Engineering
Journal Articles
Back, Andrew D. and Wiles, Janet (2022). An information theoretic approach to symbolic learning in synthetic languages. Entropy, 24 (2) 259, 259. doi: 10.3390/e24020259
Back, Andrew D. and Wiles, Janet (2021). Entropy estimation using a linguistic Zipf–Mandelbrot–Li model for natural sequences. Entropy, 23 (9) 1100. doi: 10.3390/e23091100
Sluis, Rachel A., Angus, Daniel, Wiles, Janet, Back, Andrew, Gibson, Tingting Amy, Liddle, Jacki, Worthy, Peter, Copland, David and Angwin, Anthony J. (2020). An automated approach to examining pausing in the speech of people with dementia. American Journal of Alzheimer's Disease and Other Dementias, 35, 1-8. doi: 10.1177/1533317520939773
Back, Andrew D., Angus, Daniel and Wiles, Janet (2019). Transitive entropy - a rank ordered approach for natural sequences. IEEE Journal on Selected Topics in Signal Processing, 14 (2) 8826273, 312-321. doi: 10.1109/JSTSP.2019.2939998
Back, Andrew D., Angus, Daniel and Wiles, Janet (2019). Determining the number of samples required to estimate entropy in natural sequences. IEEE Transactions On Information Theory, 65 (7) 8637972, 4345-4352. doi: 10.1109/TIT.2019.2898412
Lawrence, Steve, Back, Andrew D., Tsoi, Ah Chung and Giles, C. Lee (1997). On the distribution of performance from multiple neural-network trials. IEEE Transactions on Neural Networks, 8 (6), 1507-1517. doi: 10.1109/72.641472
Lawrence, Steve, Giles, C. Lee, Tsoi, Ah Chung and Back, Andrew D. (1997). Face recognition: a convolutional neural-network approach. IEEE Transactions on Neural Networks, 8 (1), 98-113. doi: 10.1109/72.554195
Tsoi, Ah Chung and Back, Andrew (1995). Static and dynamic preprocessing methods in neural networks. Engineering Applications of Artificial Intelligence, 8 (6), 633-642. doi: 10.1016/0952-1976(95)00047-X
Tsoi, Ah Chung and Back, A. D. (1994). Locally recurrent globally feedforward networks: a critical review of architectures. IEEE Transactions on Neural Networks, 5 (2), 229-239. doi: 10.1109/72.279187
Conference Papers
Korte, Jessica, Bender, Axel, Gallasch, Guy, Wiles, Janet and Back, Andrew (2020). A plan for developing an Auslan communication technologies pipeline. ECCV 2020: Computer Vision – ECCV 2020 Workshops, Glasgow, Scotland, 23–28 August, 2020. Cham, Switzerland: Springer International Publishing. doi: 10.1007/978-3-030-66096-3_19
Angus, Daniel, Yu, Yeyang, Vrbik, Paul, Back, Andrew and Wiles, Janet (2018). PauseCode: Computational conversation timing analysis. 4th Workshop on Multimodal Analyses Enabling Artificial Agents in Human-Machine Interaction, MA3HMI 2018 - In conjunction with ICMI 2018, Boulder, CO, United States, October 16, 2018. New York, NY, United States: Association for Computing Machinery. doi: 10.1145/3279972.3279975
Tsoi, Ah Chung, Shrimpton, David, Watson, Brett and Back, Andrew (1994). Application of artificial neural network techniques to speaker verification. ESCA Workshop on Automatic Speaker Recognition, Identification, and Verification, ASRIV 1994, Martigny, Switzerland, 7-9 April 1994. Baixas, France: International Speech Communication Association.