Training a neural network with conjugate gradient methods. - Michael Towsey; Dogan Alpsan; Laszlo Sztriha (ICNN, 1995)

Efficacy of modified backpropagation and optimisation methods on a real-world medical problem. - Dogan Alpsan; Michael Towsey; Özcan Özdamar; Ah Chung Tsoi; Dhanjoo N. Ghista (Neural Networks, 1995)

The use of neural networks in the automated analysis of the electroencephalogram - Michael Towsey (1997)

Knowledge Extraction and Recurrent Neural Networks: An Analysis of an Elman Network trained on a Natural Language Learning Task. - Ingo Schellhammer; Joachim Diederich; Michael Towsey; Claudia Brugman (CoNLL, 1998)

Natural Language Learning by Recurrent Neural Networks: A Comparison with probabilistic approaches. - Michael Towsey; Joachim Diederich; Ingo Schellhammer; Stephan K. Chalup; Claudia Brugman (CoNLL, 1998)

Bayesian Neural Network Learning for Prediction in the Australian Dairy Industry. - Paula E. Macrossan; Hussein A. Abbass; Kerrie L. Mengersen; Michael Towsey; Gerard D. Finn (IDA, 1999)

Towards Melodic Extension Using Genetic Algorithms. - Michael Towsey; Andrew Brown; Susan Wright; Joachim Diederich (J. Educ. Technol. Soc., 2001)

C-Net: A Method for Generating Non-deterministic and Dynamic Multivariate Decision Trees. - Hussein A. Abbass; Michael Towsey; Gerard D. Finn (Knowl. Inf. Syst., 2001)

Neural Networks and Machine Learning for Natural Language Processing - Introduction. - Joachim Diederich; Claudia Brugman; Michael Towsey (Appl. Intell., 2003)

BLOMAP: An encoding of amino acids which improves signal peptide cleavage site prediction. - Stefan Maetschke; Michael Towsey; Mikael Bodén (APBC, 2005)

SVM Based Prediction of Bacterial Transcription Start Sites. - James J. Gordon; Michael Towsey (IDEAL, 2005)

Improved prediction of bacterial transcription start sites. - James J. Gordon; Michael W. Towsey; James M. Hogan; Sarah A. Mathews; Peter Timms (Bioinform., 2006)

The Prediction of Bacterial Transcription Start Sites Using Svms. - Michael W. Towsey; James J. Gordon; James M. Hogan (Int. J. Neural Syst., 2006)

Comparative Studies Made Simple in GPFlow. - Lawrence Buckingham; James M. Hogan; Paul Roe; Jiro Sumitomo; Michael W. Towsey (CCGRID, 2008)

Towards an Acoustic Environmental Observatory. - Richard Mason; Paul Roe; Michael W. Towsey; Jinglan Zhang; Jennifer Gibson; Stuart Gage (eScience, 2008)

Comparative Studies Simplified in GPFlow. - Lawrence Buckingham; James M. Hogan; Paul Roe; Jiro Sumitomo; Michael W. Towsey (ICCS (3), 2008)

The cross-species prediction of bacterial promoters using a support vector machine. - Michael W. Towsey; Peter Timms; James M. Hogan; Sarah A. Mathews (Comput. Biol. Chem., 2008)

Scaling Acoustic Data Analysis through Collaboration and Automation. - Jason Wimmer; Michael W. Towsey; Birgit M. Planitz; Paul Roe; Ian Williamson (eScience, 2010)

Timed and probabilistic automata for automatic animal Call Recognition. - Shufei Duan; Jinglan Zhang; Paul Roe; Michael W. Towsey; Lawrence Buckingham (ICPR, 2012)

Managing and Analysing Big Audio Data for Environmental Monitoring. - Jinglan Zhang; Kai Huang; Mark Cottman-Fields; Anthony Truskinger; Paul Roe; Shufei Duan; Xueyan Dong; Michael W. Towsey; Jason Wimmer (CSE, 2013)

A Novel Representation of Bioacoustic Events for Content-Based Search in Field Audio Data. - Xueyan Dong; Michael W. Towsey; Jinglan Zhang; Jasmine Banks; Paul Roe (DICTA, 2013)

Timed Probabilistic Automaton: A Bridge between Raven and Song Scope for Automatic Species Recognition. - Shufei Duan; Jinglan Zhang; Paul Roe; Jason Wimmer; Xueyan Dong; Anthony Truskinger; Michael W. Towsey (IAAI, 2013)

Reconciling Folksonomic Tagging with Taxa for Bioacoustic Annotations. - Anthony Truskinger; Ian Newmarch; Mark Cottman-Fields; Jason Wimmer; Michael W. Towsey; Jinglan Zhang; Paul Roe (WISE (1), 2013)

Analysing environmental acoustic data through collaboration and automation. - Jason Wimmer; Michael W. Towsey; Birgit M. Planitz; Ian Williamson; Paul Roe (Future Gener. Comput. Syst., 2013)

Practical Analysis of Big Acoustic Sensor Data for Environmental Monitoring. - Anthony Truskinger; Mark Cottman-Fields; Philip Eichinski; Michael W. Towsey; Paul Roe (BDCloud, 2014)

Visualization of Long-duration Acoustic Recordings of the Environment. - Michael W. Towsey; Liang Zhang 028; Mark Cottman-Fields; Jason Wimmer; Jinglan Zhang; Paul Roe (ICCS, 2014)

Detection of Rain in Acoustic Recordings of the Environment. - Meriem Ferroudj; Anthony Truskinger; Michael W. Towsey; Liang Zhang 028; Jinglan Zhang; Paul Roe (PRICAI, 2014)

A survey of tagging techniques for music, speech and environmental sound. - Shufei Duan; Jinglan Zhang; Paul Roe; Michael W. Towsey (Artif. Intell. Rev., 2014)

Ecology and acoustics at a large scale. - Michael Towsey; Stuart Parsons; Jérôme Sueur (Ecol. Informatics, 2014)

The use of acoustic indices to determine avian species richness in audio-recordings of the environment. - Michael W. Towsey; Jason Wimmer; Ian Williamson; Paul Roe (Ecol. Informatics, 2014)

Visual Fingerprints of the Acoustic Environment: The Use of Acoustic Indices to Characterise Natural Habitats. - Mangalam Sankupellay; Michael W. Towsey; Anthony Truskinger; Paul Roe (BDVA, 2015)

Birdcall Retrieval from Environmental Acoustic Recordings Using Image Processing. - Xueyan Dong; Philip Eichinski; Michael W. Towsey; Jinglan Zhang; Paul Roe (DICTA, 2015)

Assistive classification for improving the efficiency of avian species richness surveys. - Liang Zhang 028; Michael W. Towsey; Philip Eichinski; Jinglan Zhang; Paul Roe (DSAA, 2015)

Acoustic Feature Extraction Using Perceptual Wavelet Packet Decomposition for Frog Call Classification. - Jie Xie 001; Michael W. Towsey; Philip Eichinski; Jinglan Zhang; Paul Roe (e-Science, 2015)

Compact Features for Birdcall Retrieval from Environmental Acoustic Recordings. - Xueyan Dong; Michael W. Towsey; Jinglan Zhang; Paul Roe (ICDM Workshops, 2015)

The Navigation and Visualisation of Environmental Audio Using Zooming Spectrograms. - Michael W. Towsey; Anthony M. Truskinger; Paul Roe (ICDM Workshops, 2015)

Computer-Assisted Sampling of Acoustic Data for More Efficient Determination of Bird Species Richness. - Liang Zhang 028; Michael W. Towsey; Jinglan Zhang; Paul Roe (ICDM Workshops, 2015)

Application of image processing techniques for frog call classification. - Jie Xie 001; Michael Towsey; Jinglan Zhang; Xueyan Dong; Paul Roe (ICIP, 2015)

Acoustic classification of Australian anurans using syllable features. - Jie Xie 001; Michael W. Towsey; Anthony Truskinger; Philip Eichinski; Jinglan Zhang; Paul Roe (ISSNIP, 2015)

Detection of anuran calling activity in long field recordings for bio-acoustic monitoring. - Jie Xie 001; Michael W. Towsey; Kiyomi Yasumiba; Jinglan Zhang; Paul Roe (ISSNIP, 2015)

Image Processing and Classification Procedure for the Analysis of Australian Frog Vocalisations. - Jie Xie 001; Michael W. Towsey; Jinglan Zhang; Paul Roe (EMR@ICMR, 2015)

Generalised features for bird vocalisation retrieval in acoustic recordings. - Xueyan Dong; Jie Xie 001; Michael W. Towsey; Jinglan Zhang; Paul Roe (MMSP, 2015)

Similarity-based birdcall retrieval from environmental audio. - Xueyan Dong; Michael Towsey; Anthony Truskinger; Mark Cottman-Fields; Jinglan Zhang; Paul Roe (Ecol. Informatics, 2015)

Decision support for the efficient annotation of bioacoustic events. - Anthony Truskinger; Michael W. Towsey; Paul Roe (Ecol. Informatics, 2015)

Challenges in Designing Visual Analytics for Environmental Acoustic Monitoring. - Tshering Dema; Margot Brereton; Paul Roe; Jinglan Zhang; Michael W. Towsey (Conference on Designing Interactive Systems (Companion Volume), 2016)

Visual Analytics of Eco-Acoustic Recordings: The Use of Acoustic Indices to Visualise 24-Hour Recordings. - Mangalam Sankupellay; Tshering Dema; S. Tarar; Michael W. Towsey; Anthony Truskinger; Margot Brereton; Paul Roe (BDVA, 2016)

Detecting Frog Calling Activity Based on Acoustic Event Detection and Multi-label Learning. - Jie Xie 001; Michael W. Towsey; Jinglan Zhang; Paul Roe (ICCS, 2016)

Multiple-Instance Multiple-Label Learning for the Classification of Frog Calls with Acoustic Event Detection. - Jie Xie 001; Michael W. Towsey; Liang Zhang 028; Kiyomi Yasumiba; Lin Schwarzkopf; Jinglan Zhang; Paul Roe (ICISP, 2016)

Feature Extraction Based on Bandpass Filtering for Frog Call Classification. - Jie Xie 001; Michael W. Towsey; Liang Zhang 028; Jinglan Zhang; Paul Roe (ICISP, 2016)

Adaptive frequency scaled wavelet packet decomposition for frog call classification. - Jie Xie 001; Michael Towsey; Jinglan Zhang; Paul Roe (Ecol. Informatics, 2016)

Classifying and ranking audio clips to support bird species richness surveys. - Liang Zhang 028; Michael W. Towsey; Jinglan Zhang; Paul Roe (Ecol. Informatics, 2016)

Visualization of Environmental Audio Using Ribbon Plots and Acoustic State Sequences. - Yvonne F. Phillips; Michael Towsey; Paul Roe (BDVA, 2017)

An Investigation into Acoustic Analysis Methods for Endangered Species Monitoring: A Case of Monitoring the Critically Endangered White-Bellied Heron in Bhutan. - Tshering Dema; Liang Zhang 028; Michael Towsey; Anthony Truskinger; Sherub Sherub; Kinley; Jinglan Zhang; Margot Brereton; Paul Roe (eScience, 2017)

Long-term monitoring of cane-toads using acoustic sensors: poster abstract. - Jie Xie 001; Jinglan Zhang; Michael W. Towsey; Paul Roe (IPSN, 2017)

3D convolutional recurrent neural networks for bird sound detection. - Ivan Himawan; Michael Towsey; Paul Roe (DCASE, 2018)

Animal Call Recognition with Acoustic Indices: Little Spotted Kiwi as a Case Study. - Hongxiao Gan; Michael Towsey; Yuefeng Li; Jinglan Zhang; Paul Roe (DICTA, 2018)

Catching Toad Calls in the Cloud: Commodity Edge Computing for Flexible Analysis of Big Sound Data. - Paul Roe; Meriem Ferroudj; Michael Towsey; Lin Schwarzkopf (eScience, 2018)

Deep Learning Techniques for Koala Activity Detection. - Ivan Himawan; Michael Towsey; Bradley Law; Paul Roe (INTERSPEECH, 2018)

Ecosound-explorer: a method for large scale interactive visual navigation of environmental acoustic data. - Benjamin Rowe; Jinglan Zhang; Michael Towsey; Paul Roe; Margot Brereton (OZCHI, 2018)

Frog call classification: a survey. - Jie Xie 001; Michael Towsey; Jinglan Zhang; Paul Roe (Artif. Intell. Rev., 2018)

Social Network Analysis of an Acoustic Environment: The Use of Visualised Data to Characterise Natural Habitats. - Junling Wang; Mangalam Sankupellay; Dmitry A. Konovalov; Michael Towsey; Paul Roe (DICTA, 2019)

Recognition of Frog Chorusing with Acoustic Indices and Machine Learning. - Hongxiao Gan; Jinglan Zhang; Michael Towsey; Anthony Truskinger; Debra Stark; Berndt van Rensburg; Yuefeng Li; Paul Roe (eScience, 2019)

Data selection in frog chorusing recognition with acoustic indices. - Hongxiao Gan; Jinglan Zhang; Michael Towsey; Anthony Truskinger; Debra Stark; Berndt van Rensburg; Yuefeng Li; Paul Roe (Ecol. Informatics, 2020)

Using visualization and machine learning methods to monitor low detectability species - The least bittern as a case study. - Elizabeth Znidersic; Michael Towsey; W. Kelly Roy; Sarah E. Darling; Anthony Truskinger; Paul Roe; David M. Watson (Ecol. Informatics, 2020)

Investigation of Acoustic and Visual Features for Frog Call Classification. - Jie Xie 001; Michael Towsey; Jinglan Zhang; Paul Roe (J. Signal Process. Syst., 2020)

A novel frog chorusing recognition method with acoustic indices and machine learning. - Hongxiao Gan; Jinglan Zhang; Michael Towsey; Anthony Truskinger; Debra Stark; Berndt van Rensburg; Yuefeng Li; Paul Roe (Future Gener. Comput. Syst., 2021)

Acoustic region workflow for efficient comparison of soundscapes under different invasive mammals' management regimes. - Ivan Braga Campos; Rachel Fewster; Todd Landers; Anthony Truskinger; Michael Towsey; Paul Roe; William Lee; Anne Gaskett (Ecol. Informatics, 2022)