Michael Towsey

Publication Activity (10 Years)

Years Active: 1995-2022
Publications (10 Years): 18

Top Topics

Machine Learning

Top Venues

Ecol. Informatics

Publications

Ivan Braga Campos, Rachel Fewster, Todd Landers, Anthony Truskinger, Michael Towsey, Paul Roe, William Lee, Anne Gaskett
Acoustic region workflow for efficient comparison of soundscapes under different invasive mammals' management regimes. Ecol. Informatics 68 (2022)
Hongxiao Gan, Jinglan Zhang, Michael Towsey, Anthony Truskinger, Debra Stark, Berndt van Rensburg, Yuefeng Li, Paul Roe
A novel frog chorusing recognition method with acoustic indices and machine learning. Future Gener. Comput. Syst. 125 (2021)
Hongxiao Gan, Jinglan Zhang, Michael Towsey, Anthony Truskinger, Debra Stark, Berndt van Rensburg, Yuefeng Li, Paul Roe
Data selection in frog chorusing recognition with acoustic indices. Ecol. Informatics 60 (2020)
Elizabeth Znidersic, Michael Towsey, W. Kelly Roy, Sarah E. Darling, Anthony Truskinger, Paul Roe, David M. Watson
Using visualization and machine learning methods to monitor low detectability species - The least bittern as a case study. Ecol. Informatics 55 (2020)
Jie Xie, Michael Towsey, Jinglan Zhang, Paul Roe
Investigation of Acoustic and Visual Features for Frog Call Classification. J. Signal Process. Syst. 92 (1) (2020)
Junling Wang, Mangalam Sankupellay, Dmitry A. Konovalov, Michael Towsey, Paul Roe
Social Network Analysis of an Acoustic Environment: The Use of Visualised Data to Characterise Natural Habitats. DICTA (2019)
Hongxiao Gan, Jinglan Zhang, Michael Towsey, Anthony Truskinger, Debra Stark, Berndt van Rensburg, Yuefeng Li, Paul Roe
Recognition of Frog Chorusing with Acoustic Indices and Machine Learning. eScience (2019)
Hongxiao Gan, Michael Towsey, Yuefeng Li, Jinglan Zhang, Paul Roe
Animal Call Recognition with Acoustic Indices: Little Spotted Kiwi as a Case Study. DICTA (2018)
Ivan Himawan, Michael Towsey, Bradley Law, Paul Roe
Deep Learning Techniques for Koala Activity Detection. INTERSPEECH (2018)
Jie Xie, Michael Towsey, Jinglan Zhang, Paul Roe
Frog call classification: a survey. Artif. Intell. Rev. 49 (3) (2018)
Paul Roe, Meriem Ferroudj, Michael Towsey, Lin Schwarzkopf
Catching Toad Calls in the Cloud: Commodity Edge Computing for Flexible Analysis of Big Sound Data. eScience (2018)
Benjamin Rowe, Jinglan Zhang, Michael Towsey, Paul Roe, Margot Brereton
Ecosound-explorer: a method for large scale interactive visual navigation of environmental acoustic data. OZCHI (2018)
Ivan Himawan, Michael Towsey, Paul Roe
3D convolutional recurrent neural networks for bird sound detection. DCASE (2018)
Yvonne F. Phillips, Michael Towsey, Paul Roe
Visualization of Environmental Audio Using Ribbon Plots and Acoustic State Sequences. BDVA (2017)
Tshering Dema, Liang Zhang, Michael Towsey, Anthony Truskinger, Sherub Sherub, Kinley, Jinglan Zhang, Margot Brereton, Paul Roe
An Investigation into Acoustic Analysis Methods for Endangered Species Monitoring: A Case of Monitoring the Critically Endangered White-Bellied Heron in Bhutan. eScience (2017)
Jie Xie, Michael Towsey, Jinglan Zhang, Paul Roe
Adaptive frequency scaled wavelet packet decomposition for frog call classification. Ecol. Informatics 32 (2016)
Xueyan Dong, Michael Towsey, Anthony Truskinger, Mark Cottman-Fields, Jinglan Zhang, Paul Roe
Similarity-based birdcall retrieval from environmental audio. Ecol. Informatics 29 (2015)
Jie Xie, Michael Towsey, Jinglan Zhang, Xueyan Dong, Paul Roe
Application of image processing techniques for frog call classification. ICIP (2015)
Michael Towsey, Stuart Parsons, Jérôme Sueur
Ecology and acoustics at a large scale. Ecol. Informatics 21 (2014)
James J. Gordon, Michael Towsey
SVM Based Prediction of Bacterial Transcription Start Sites. IDEAL (2005)
Stefan Maetschke, Michael Towsey, Mikael Bodén
BLOMAP: An encoding of amino acids which improves signal peptide cleavage site prediction. APBC (2005)
Joachim Diederich, Claudia Brugman, Michael Towsey
Neural Networks and Machine Learning for Natural Language Processing - Introduction. Appl. Intell. 19 (1-2) (2003)
Michael Towsey, Andrew Brown, Susan Wright, Joachim Diederich
Towards Melodic Extension Using Genetic Algorithms. J. Educ. Technol. Soc. 4 (2) (2001)
Hussein A. Abbass, Michael Towsey, Gerard D. Finn
C-Net: A Method for Generating Non-deterministic and Dynamic Multivariate Decision Trees. Knowl. Inf. Syst. 3 (2) (2001)
Paula E. Macrossan, Hussein A. Abbass, Kerrie L. Mengersen, Michael Towsey, Gerard D. Finn
Bayesian Neural Network Learning for Prediction in the Australian Dairy Industry. IDA (1999)
Ingo Schellhammer, Joachim Diederich, Michael Towsey, Claudia Brugman
Knowledge Extraction and Recurrent Neural Networks: An Analysis of an Elman Network trained on a Natural Language Learning Task. CoNLL (1998)
Michael Towsey, Joachim Diederich, Ingo Schellhammer, Stephan K. Chalup, Claudia Brugman
Natural Language Learning by Recurrent Neural Networks: A Comparison with probabilistic approaches. CoNLL (1998)
Dogan Alpsan, Michael Towsey, Özcan Özdamar, Ah Chung Tsoi, Dhanjoo N. Ghista
Efficacy of modified backpropagation and optimisation methods on a real-world medical problem. Neural Networks 8 (6) (1995)
Michael Towsey, Dogan Alpsan, Laszlo Sztriha
Training a neural network with conjugate gradient methods. ICNN (1995)