Michael Towsey

30 papers A 1B 5C 1Misc 3Journal 13Unranked 6

Year	Rank	Type	Title / Venue / Authors
2022	J	`jnl`	Acoustic region workflow for efficient comparison of soundscapes under different invasive mammals' management regimes. Ecol. Informatics Ivan Braga Campos, Rachel Fewster, Todd Landers, Anthony Truskinger, Michael Towsey, Paul Roe, William Lee, Anne Gaskett
2021	J	`jnl`	A novel frog chorusing recognition method with acoustic indices and machine learning. Future Gener. Comput. Syst. Hongxiao Gan, Jinglan Zhang, Michael Towsey, Anthony Truskinger, Debra Stark, Berndt van Rensburg, Yuefeng Li, Paul Roe
2020	J	`jnl`	Data selection in frog chorusing recognition with acoustic indices. Ecol. Informatics Hongxiao Gan, Jinglan Zhang, Michael Towsey, Anthony Truskinger, Debra Stark, Berndt van Rensburg, Yuefeng Li, Paul Roe
2020	J	`jnl`	Investigation of Acoustic and Visual Features for Frog Call Classification. J. Signal Process. Syst. Jie Xie, Michael Towsey, Jinglan Zhang, Paul Roe
2020	J	`jnl`	Using visualization and machine learning methods to monitor low detectability species - The least bittern as a case study. Ecol. Informatics Elizabeth Znidersic, Michael Towsey, W. Kelly Roy, Sarah E. Darling, Anthony Truskinger, Paul Roe, David M. Watson
2019	—	`conf`	Recognition of Frog Chorusing with Acoustic Indices and Machine Learning. eScience Hongxiao Gan, Jinglan Zhang, Michael Towsey, Anthony Truskinger, Debra Stark, Berndt van Rensburg, Yuefeng Li, Paul Roe
2019	Misc	`conf`	Social Network Analysis of an Acoustic Environment: The Use of Visualised Data to Characterise Natural Habitats. DICTA Junling Wang, Mangalam Sankupellay, Dmitry A. Konovalov, Michael Towsey, Paul Roe
2018	—	`conf`	3D convolutional recurrent neural networks for bird sound detection. DCASE Ivan Himawan, Michael Towsey, Paul Roe
2018	Misc	`conf`	Animal Call Recognition with Acoustic Indices: Little Spotted Kiwi as a Case Study. DICTA Hongxiao Gan, Michael Towsey, Yuefeng Li, Jinglan Zhang, Paul Roe
2018	—	`conf`	Catching Toad Calls in the Cloud: Commodity Edge Computing for Flexible Analysis of Big Sound Data. eScience Paul Roe, Meriem Ferroudj, Michael Towsey, Lin Schwarzkopf
2018	A	`conf`	Deep Learning Techniques for Koala Activity Detection. INTERSPEECH Ivan Himawan, Michael Towsey, Bradley Law, Paul Roe
2018	Misc	`conf`	Ecosound-explorer: a method for large scale interactive visual navigation of environmental acoustic data. OZCHI Benjamin Rowe, Jinglan Zhang, Michael Towsey, Paul Roe, Margot Brereton
2018	J	`jnl`	Frog call classification: a survey. Artif. Intell. Rev. Jie Xie, Michael Towsey, Jinglan Zhang, Paul Roe
2017	—	`conf`	An Investigation into Acoustic Analysis Methods for Endangered Species Monitoring: A Case of Monitoring the Critically Endangered White-Bellied Heron in Bhutan. eScience Tshering Dema, Liang Zhang, Michael Towsey, Anthony Truskinger, Sherub Sherub, Kinley, Jinglan Zhang, Margot Brereton, Paul Roe
2017	—	`conf`	Visualization of Environmental Audio Using Ribbon Plots and Acoustic State Sequences. BDVA Yvonne F. Phillips, Michael Towsey, Paul Roe
2016	J	`jnl`	Adaptive frequency scaled wavelet packet decomposition for frog call classification. Ecol. Informatics Jie Xie, Michael Towsey, Jinglan Zhang, Paul Roe
2015	B	`conf`	Application of image processing techniques for frog call classification. ICIP Jie Xie, Michael Towsey, Jinglan Zhang, Xueyan Dong, Paul Roe
2015	J	`jnl`	Similarity-based birdcall retrieval from environmental audio. Ecol. Informatics Xueyan Dong, Michael Towsey, Anthony Truskinger, Mark Cottman-Fields, Jinglan Zhang, Paul Roe
2014	J	`jnl`	Ecology and acoustics at a large scale. Ecol. Informatics Michael Towsey, Stuart Parsons, Jérôme Sueur
2005	B	`conf`	BLOMAP: An encoding of amino acids which improves signal peptide cleavage site prediction. APBC Stefan Maetschke, Michael Towsey, Mikael Bodén
2005	C	`conf`	SVM Based Prediction of Bacterial Transcription Start Sites. IDEAL James J. Gordon, Michael Towsey
2003	J	`jnl`	Neural Networks and Machine Learning for Natural Language Processing - Introduction. Appl. Intell. Joachim Diederich, Claudia Brugman, Michael Towsey
2001	J	`jnl`	C-Net: A Method for Generating Non-deterministic and Dynamic Multivariate Decision Trees. Knowl. Inf. Syst. Hussein A. Abbass, Michael Towsey, Gerard D. Finn
2001	J	`jnl`	Towards Melodic Extension Using Genetic Algorithms. J. Educ. Technol. Soc. Michael Towsey, Andrew Brown, Susan Wright, Joachim Diederich
1999	B	`conf`	Bayesian Neural Network Learning for Prediction in the Australian Dairy Industry. IDA Paula E. Macrossan, Hussein A. Abbass, Kerrie L. Mengersen, Michael Towsey, Gerard D. Finn
1998	B	`conf`	Knowledge Extraction and Recurrent Neural Networks: An Analysis of an Elman Network trained on a Natural Language Learning Task. CoNLL Ingo Schellhammer, Joachim Diederich, Michael Towsey, Claudia Brugman
1998	B	`conf`	Natural Language Learning by Recurrent Neural Networks: A Comparison with probabilistic approaches. CoNLL Michael Towsey, Joachim Diederich, Ingo Schellhammer, Stephan K. Chalup, Claudia Brugman
1997	—	`—`	The use of neural networks in the automated analysis of the electroencephalogram Michael Towsey
1995	J	`jnl`	Efficacy of modified backpropagation and optimisation methods on a real-world medical problem. Neural Networks Dogan Alpsan, Michael Towsey, Özcan Özdamar, Ah Chung Tsoi, Dhanjoo N. Ghista
1995	—	`conf`	Training a neural network with conjugate gradient methods. ICNN Michael Towsey, Dogan Alpsan, Laszlo Sztriha