Michael Towsey - researchr alias

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Viewing Publication 1 - 30 from 30

2022

Acoustic region workflow for efficient comparison of soundscapes under different invasive mammals' management regimesIvan Braga Campos, Rachel Fewster, Todd Landers, Anthony Truskinger, Michael Towsey, Paul Roe, William Lee, Anne Gaskett. ecoi, 68:101554, 2022. [doi]

2021

A novel frog chorusing recognition method with acoustic indices and machine learningHongxiao Gan, Jinglan Zhang, Michael Towsey, Anthony Truskinger, Debra Stark, Berndt van Rensburg, Yuefeng Li, Paul Roe. fgcs, 125:485-495, 2021. [doi]

2020

2019

Recognition of Frog Chorusing with Acoustic Indices and Machine LearningHongxiao Gan, Jinglan Zhang, Michael Towsey, Anthony Truskinger, Debra Stark, Berndt van Rensburg, Yuefeng Li, Paul Roe. eScience 2019: 106-115 [doi]

Social Network Analysis of an Acoustic Environment: The Use of Visualised Data to Characterise Natural HabitatsJunling Wang, Mangalam Sankupellay, Dmitry A. Konovalov, Michael Towsey, Paul Roe. dicta 2019: 1-7 [doi]

2018

Animal Call Recognition with Acoustic Indices: Little Spotted Kiwi as a Case StudyHongxiao Gan, Michael Towsey, Yuefeng Li, Jinglan Zhang, Paul Roe. dicta 2018: 1-8 [doi]

3D convolutional recurrent neural networks for bird sound detectionIvan Himawan, Michael Towsey, Paul Roe. dcase 2018: 108-112 [doi]

Deep Learning Techniques for Koala Activity DetectionIvan Himawan, Michael Towsey, Bradley Law, Paul Roe. interspeech 2018: 2107-2111 [doi]

Catching Toad Calls in the Cloud: Commodity Edge Computing for Flexible Analysis of Big Sound DataPaul Roe, Meriem Ferroudj, Michael Towsey, Lin Schwarzkopf. eScience 2018: 67-74 [doi]

Ecosound-explorer: a method for large scale interactive visual navigation of environmental acoustic dataBenjamin Rowe, Jinglan Zhang, Michael Towsey, Paul Roe, Margot Brereton. ozchi 2018: 539-543 [doi]

Frog call classification: a surveyJie Xie, Michael Towsey, Jinglan Zhang, Paul Roe. air, 49(3):375-391, 2018. [doi]

2017

An Investigation into Acoustic Analysis Methods for Endangered Species Monitoring: A Case of Monitoring the Critically Endangered White-Bellied Heron in BhutanTshering Dema, Liang Zhang, Michael Towsey, Anthony Truskinger, Sherub Sherub, Kinley, Jinglan Zhang, Margot Brereton, Paul Roe. eScience 2017: 177-186 [doi]

Visualization of Environmental Audio Using Ribbon Plots and Acoustic State SequencesYvonne F. Phillips, Michael Towsey, Paul Roe. bdva 2017: 63-70 [doi]

2016

Adaptive frequency scaled wavelet packet decomposition for frog call classificationJie Xie, Michael Towsey, Jinglan Zhang, Paul Roe. ecoi, 32:134-144, 2016. [doi]

2015

Similarity-based birdcall retrieval from environmental audioXueyan Dong, Michael Towsey, Anthony Truskinger, Mark Cottman-Fields, Jinglan Zhang, Paul Roe. ecoi, 29:66-76, 2015. [doi]

Application of image processing techniques for frog call classificationJie Xie, Michael Towsey, Jinglan Zhang, Xueyan Dong, Paul Roe. icip 2015: 4190-4194 [doi]

2014

Ecology and acoustics at a large scaleMichael Towsey, Stuart Parsons, Jérôme Sueur. ecoi, 21:1-3, 2014. [doi]

2005

SVM Based Prediction of Bacterial Transcription Start SitesJames Gordon, Michael Towsey. ideal 2005: 448-453 [doi]

BLOMAP: An encoding of amino acids which improves signal peptide cleavage site predictionStefan Maetschke, Michael Towsey, Mikael Bodén. apbc 2005: 141-150 [doi]

2003

Neural Networks and Machine Learning for Natural Language Processing - IntroductionJoachim Diederich, Claudia Brugman, Michael Towsey. apin, 19(1-2):7, 2003.

2001

C-Net: A Method for Generating Non-deterministic and Dynamic Multivariate Decision TreesHussein A. Abbass, Michael Towsey, Gerard D. Finn. kais, 3(2):184-197, 2001. [doi]

Towards Melodic Extension Using Genetic AlgorithmsMichael Towsey, Andrew Brown, Susan Wright, Joachim Diederich. ETS, 4(2), 2001. [doi]

1999

Bayesian Neural Network Learning for Prediction in the Australian Dairy IndustryPaula E. Macrossan, Hussein A. Abbass, Kerrie L. Mengersen, Michael Towsey, Gerard D. Finn. ida 1999: 395-406 [doi]

1998

Knowledge Extraction and Recurrent Neural Networks: An Analysis of an Elman Network trained on a Natural Language Learning TaskIngo Schellhammer, Joachim Diederich, Michael Towsey, Claudia Brugman. conll 1998: 73-78 [doi]

Natural Language Learning by Recurrent Neural Networks: A Comparison with probabilistic approachesMichael Towsey, Joachim Diederich, Ingo Schellhammer, Stephan K. Chalup, Claudia Brugman. conll 1998: 3-10 [doi]

1997

The use of neural networks in the automated analysis of the electroencephalogramMichael Towsey. PhD thesis, University of Queensland, Australia, 1997. [doi]

1995

Efficacy of modified backpropagation and optimisation methods on a real-world medical problemDogan Alpsan, Michael Towsey, Ozcan Ozdamar, Ah Chung Tsoi, Dhanjoo N. Ghista. NN, 8(6):945-962, 1995. [doi]

Training a neural network with conjugate gradient methodsMichael Towsey, Dogan Alpsan, Laszlo Sztriha. icnn 1995: 373-378 [doi]

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1995

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