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ORCIDMichael W. Towsey
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- affiliation: Queensland University of Technology, Brisbane, Australia
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2020 – today
- 2022
[j21]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: 101554 (2022)- 2021
- [j20]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: 485-495 (2021) - 2020
- [j19]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) - [j18]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: 101160 (2020) - [j17]Jie Xie, Michael Towsey, Jinglan Zhang, Paul Roe:
Investigation of Acoustic and Visual Features for Frog Call Classification. J. Signal Process. Syst. 92(1): 23-36 (2020)
2010 – 2019
- 2019
- [c45]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: 1-7 - [c44]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: 106-115 - 2018
- [j16]Jie Xie, Michael Towsey, Jinglan Zhang, Paul Roe:
Frog call classification: a survey. Artif. Intell. Rev. 49(3): 375-391 (2018) - [c43]Ivan Himawan, Michael Towsey, Paul Roe:
3D convolutional recurrent neural networks for bird sound detection. DCASE 2018: 108-112 - [c42]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: 1-8 - [c41]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: 67-74 - [c40]Ivan Himawan, Michael Towsey, Bradley Law, Paul Roe:
Deep Learning Techniques for Koala Activity Detection. INTERSPEECH 2018: 2107-2111 - [c39]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: 539-543 - 2017
- [c38]Yvonne F. Phillips, Michael Towsey, Paul Roe:
Visualization of Environmental Audio Using Ribbon Plots and Acoustic State Sequences. BDVA 2017: 63-70 - [c37]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: 177-186 - [c36]Jie Xie, Jinglan Zhang, Michael W. Towsey, Paul Roe:
Long-term monitoring of cane-toads using acoustic sensors: poster abstract. IPSN 2017: 295-296 - 2016
- [j15]Jie Xie, Michael Towsey, Jinglan Zhang, Paul Roe:
Adaptive frequency scaled wavelet packet decomposition for frog call classification. Ecol. Informatics 32: 134-144 (2016) - [j14]Liang Zhang, Michael W. Towsey, Jinglan Zhang, Paul Roe:
Classifying and ranking audio clips to support bird species richness surveys. Ecol. Informatics 34: 108-116 (2016) - [c35]Tshering Dema, Margot Brereton, Paul Roe, Jinglan Zhang, Michael W. Towsey:
Challenges in Designing Visual Analytics for Environmental Acoustic Monitoring. Conference on Designing Interactive Systems (Companion Volume) 2016: 113-116 - [c34]Mangalam Sankupellay, Tshering Dema, S. Tarar, Michael W. Towsey, Anthony Truskinger, Margot Brereton, Paul Roe:
Visual Analytics of Eco-Acoustic Recordings: The Use of Acoustic Indices to Visualise 24-Hour Recordings. BDVA 2016: 1-7 - [c33]Jie Xie, Michael W. Towsey, Jinglan Zhang, Paul Roe:
Detecting Frog Calling Activity Based on Acoustic Event Detection and Multi-label Learning. ICCS 2016: 627-638 - [c32]Jie Xie, Michael W. Towsey, Liang Zhang, Kiyomi Yasumiba, Lin Schwarzkopf, Jinglan Zhang, Paul Roe:
Multiple-Instance Multiple-Label Learning for the Classification of Frog Calls with Acoustic Event Detection. ICISP 2016: 222-230 - [c31]Jie Xie, Michael W. Towsey, Liang Zhang, Jinglan Zhang, Paul Roe:
Feature Extraction Based on Bandpass Filtering for Frog Call Classification. ICISP 2016: 231-239 - 2015
- [j13]Anthony Truskinger, Michael W. Towsey, Paul Roe:
Decision support for the efficient annotation of bioacoustic events. Ecol. Informatics 25: 14-21 (2015) - [j12]Xueyan Dong, Michael Towsey, Anthony Truskinger, Mark Cottman-Fields, Jinglan Zhang, Paul Roe:
Similarity-based birdcall retrieval from environmental audio. Ecol. Informatics 29: 66-76 (2015) - [c30]Mangalam Sankupellay, Michael W. Towsey, Anthony Truskinger, Paul Roe:
Visual Fingerprints of the Acoustic Environment: The Use of Acoustic Indices to Characterise Natural Habitats. BDVA 2015: 111-118 - [c29]Xueyan Dong, Philip Eichinski, Michael W. Towsey, Jinglan Zhang, Paul Roe:
Birdcall Retrieval from Environmental Acoustic Recordings Using Image Processing. DICTA 2015: 1-6 - [c28]Liang Zhang, Michael W. Towsey, Philip Eichinski, Jinglan Zhang, Paul Roe:
Assistive classification for improving the efficiency of avian species richness surveys. DSAA 2015: 1-6 - [c27]Jie Xie, Michael W. Towsey, Philip Eichinski, Jinglan Zhang, Paul Roe:
Acoustic Feature Extraction Using Perceptual Wavelet Packet Decomposition for Frog Call Classification. e-Science 2015: 237-242 - [c26]Xueyan Dong, Michael W. Towsey, Jinglan Zhang, Paul Roe:
Compact Features for Birdcall Retrieval from Environmental Acoustic Recordings. ICDM Workshops 2015: 762-767 - [c25]Michael W. Towsey, Anthony M. Truskinger, Paul Roe:
The Navigation and Visualisation of Environmental Audio Using Zooming Spectrograms. ICDM Workshops 2015: 788-797 - [c24]Liang Zhang, Michael W. Towsey, Jinglan Zhang, Paul Roe:
Computer-Assisted Sampling of Acoustic Data for More Efficient Determination of Bird Species Richness. ICDM Workshops 2015: 798-805 - [c23]Jie Xie, Michael Towsey, Jinglan Zhang, Xueyan Dong, Paul Roe:
Application of image processing techniques for frog call classification. ICIP 2015: 4190-4194 - [c22]Jie Xie, Michael W. Towsey, Anthony Truskinger, Philip Eichinski, Jinglan Zhang, Paul Roe:
Acoustic classification of Australian anurans using syllable features. ISSNIP 2015: 1-6 - [c21]Jie Xie, Michael W. Towsey, Kiyomi Yasumiba, Jinglan Zhang, Paul Roe:
Detection of anuran calling activity in long field recordings for bio-acoustic monitoring. ISSNIP 2015: 1-6 - [c20]Jie Xie, Michael W. Towsey, Jinglan Zhang, Paul Roe:
Image Processing and Classification Procedure for the Analysis of Australian Frog Vocalisations. EMR@ICMR 2015: 15-20 - [c19]Xueyan Dong, Jie Xie, Michael W. Towsey, Jinglan Zhang, Paul Roe:
Generalised features for bird vocalisation retrieval in acoustic recordings. MMSP 2015: 1-6 - 2014
- [j11]Shufei Duan, Jinglan Zhang, Paul Roe, Michael W. Towsey:
A survey of tagging techniques for music, speech and environmental sound. Artif. Intell. Rev. 42(4): 637-661 (2014) - [j10]Michael Towsey, Stuart Parsons, Jérôme Sueur:
Ecology and acoustics at a large scale. Ecol. Informatics 21: 1-3 (2014) - [j9]Michael W. Towsey, Jason Wimmer, Ian Williamson, Paul Roe:
The use of acoustic indices to determine avian species richness in audio-recordings of the environment. Ecol. Informatics 21: 110-119 (2014) - [c18]Anthony Truskinger, Mark Cottman-Fields, Philip Eichinski, Michael W. Towsey, Paul Roe:
Practical Analysis of Big Acoustic Sensor Data for Environmental Monitoring. BDCloud 2014: 91-98 - [c17]Michael W. Towsey, Liang Zhang, Mark Cottman-Fields, Jason Wimmer, Jinglan Zhang, Paul Roe:
Visualization of Long-duration Acoustic Recordings of the Environment. ICCS 2014: 703-712 - [c16]Meriem Ferroudj, Anthony Truskinger, Michael W. Towsey, Liang Zhang, Jinglan Zhang, Paul Roe:
Detection of Rain in Acoustic Recordings of the Environment. PRICAI 2014: 104-116 - 2013
- [j8]Jason Wimmer, Michael W. Towsey, Birgit M. Planitz, Ian Williamson, Paul Roe:
Analysing environmental acoustic data through collaboration and automation. Future Gener. Comput. Syst. 29(2): 560-568 (2013) - [c15]Jinglan Zhang, Kai Huang, Mark Cottman-Fields, Anthony Truskinger, Paul Roe, Shufei Duan, Xueyan Dong, Michael W. Towsey, Jason Wimmer:
Managing and Analysing Big Audio Data for Environmental Monitoring. CSE 2013: 997-1004 - [c14]Xueyan Dong, Michael W. Towsey, Jinglan Zhang, Jasmine Banks, Paul Roe:
A Novel Representation of Bioacoustic Events for Content-Based Search in Field Audio Data. DICTA 2013: 1-6 - [c13]Shufei Duan, Jinglan Zhang, Paul Roe, Jason Wimmer, Xueyan Dong, Anthony Truskinger, Michael W. Towsey:
Timed Probabilistic Automaton: A Bridge between Raven and Song Scope for Automatic Species Recognition. IAAI 2013: 1519-1524 - [c12]Anthony Truskinger, Ian Newmarch, Mark Cottman-Fields, Jason Wimmer, Michael W. Towsey, Jinglan Zhang, Paul Roe:
Reconciling Folksonomic Tagging with Taxa for Bioacoustic Annotations. WISE (1) 2013: 292-305 - 2012
- [c11]Shufei Duan, Jinglan Zhang, Paul Roe, Michael W. Towsey, Lawrence Buckingham:
Timed and probabilistic automata for automatic animal Call Recognition. ICPR 2012: 2910-2913 - 2010
- [c10]Jason Wimmer, Michael W. Towsey, Birgit M. Planitz, Paul Roe, Ian Williamson:
Scaling Acoustic Data Analysis through Collaboration and Automation. eScience 2010: 308-315
2000 – 2009
- 2008
- [j7]Michael W. Towsey, Peter Timms, James M. Hogan, Sarah A. Mathews:
The cross-species prediction of bacterial promoters using a support vector machine. Comput. Biol. Chem. 32(5): 359-366 (2008) - [c9]Lawrence Buckingham, James M. Hogan, Paul Roe, Jiro Sumitomo, Michael W. Towsey:
Comparative Studies Made Simple in GPFlow. CCGRID 2008: 699 - [c8]Richard Mason, Paul Roe, Michael W. Towsey, Jinglan Zhang, Jennifer Gibson, Stuart Gage:
Towards an Acoustic Environmental Observatory. eScience 2008: 135-142 - [c7]Lawrence Buckingham, James M. Hogan, Paul Roe, Jiro Sumitomo, Michael W. Towsey:
Comparative Studies Simplified in GPFlow. ICCS (3) 2008: 491-500 - 2006
- [j6]James J. Gordon, Michael W. Towsey, James M. Hogan, Sarah A. Mathews, Peter Timms:
Improved prediction of bacterial transcription start sites. Bioinform. 22(2): 142-148 (2006) - [j5]Michael W. Towsey, James J. Gordon, James M. Hogan:
The Prediction of Bacterial Transcription Start Sites Using Svms. Int. J. Neural Syst. 16(5): 363-370 (2006) - 2005
- [c6]Stefan Maetschke, Michael Towsey, Mikael Bodén:
BLOMAP: An encoding of amino acids which improves signal peptide cleavage site prediction. APBC 2005: 141-150 - [c5]James J. Gordon, Michael Towsey:
SVM Based Prediction of Bacterial Transcription Start Sites. IDEAL 2005: 448-453 - 2003
- [j4]Joachim Diederich, Claudia Brugman, Michael Towsey:
Neural Networks and Machine Learning for Natural Language Processing - Introduction. Appl. Intell. 19(1-2): 7 (2003) - 2001
- [j3]Michael Towsey, Andrew Brown, Susan Wright, Joachim Diederich:
Towards Melodic Extension Using Genetic Algorithms. J. Educ. Technol. Soc. 4(2) (2001) - [j2]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): 184-197 (2001)
1990 – 1999
- 1999
- [c4]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: 395-406 - 1998
- [c3]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: 3-10 - [c2]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: 73-78 - 1997
- [b1]Michael Towsey:
The use of neural networks in the automated analysis of the electroencephalogram. University of Queensland, Australia, 1997 - 1995
- [j1]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): 945-962 (1995) - [c1]Michael Towsey, Dogan Alpsan, Laszlo Sztriha:
Training a neural network with conjugate gradient methods. ICNN 1995: 373-378
Coauthor Index
aka: Anthony M. Truskinger
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