Dmitry Konovalov
- dmitry.konovalov@jcu.edu.au
https://orcid.org/0000-0002-3320-8938- Senior Lecturer
Projects
1
Publications
45
Awards
0
Biography
I am currently focusing on Deep Learning AI applications to Australian industries.
2022: 2nd place finish in NASA-sponsored Mars Spectrometry 2: Gas Chromatography Challenge: https://drivendata.co/blog/mars-2-gcms-challenge-winners
Research
Research Interests
Computer vision with Convolutional Neural Networks
Application of Deep Learning AI to Northern Australia Beef Industry, Aquaculture, Australian Great Barrier Reef monitoring
Projects
Applying Artificial Intelligence to Business Management Advice (Old ID 24802)
01 Apr 2018 - 31 Mar 2019
Teaching
Completed JCU Research Students
Developing Deep Learning Methods For Aquaculture Applications
Masters by Research - time-based- 2020
Output
Sim, N.; Konovalov, D.; Coomans, D. (2009) High-performance GRID computing in chemoinformatics. Oxford, UK: [Reference Material] [DOI] ...
Other Publication
ResearchOnline@JCU
Joone, Carolynne J.; Konovalov, Dmitry A. (2023) 'The effect of neuter status on longevity in the Ro. Scientific Reports, 13 (1). [DOI] ...
Journal Publication
ResearchOnline@JCU
Mattone, Carlo; Bradley, Michael; Barnett, Adam; Konovalov, Dmitry A.; Sheaves, Marcus (2022) 'Envir. Mar, 1...
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ResearchOnline@JCU
Kophamel, Sara; Ward, Leigh C.; Konovalov, Dmitry A.; Mendez, Diana; Ariel, Ellen; Cassidy, Nathan; ...
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ResearchOnline@JCU
Josi, Dario; Heg, Dik; Takeyama, Tomohiro; Bonfils, Danielle; Konovalov, Dmitry A.; Frommen, Joachim...
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ResearchOnline@JCU
Dexter, B.R.; King, R.; Parisi, A.V.; Harrison, S.L.; Konovalov, D.A.; Downs, N.J. (2020) 'Keratinoc. Journal, 213 ....
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ResearchOnline@JCU
Konovalov, Dmitry A.; Swinhoe, Natalie; Efremova, Dina B.; Birtles, R. Alastair; Kusetic, Martha; Hi...
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ResearchOnline@JCU
Sheaves, Marcus; Bradley, Michael; Herrera, Cesar; Mattone, Carlo; Lennard, Caitlin; Sheaves, Janine...
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ResearchOnline@JCU
Saleh, Alzayat; Laradji, Issam H.; Konovalov, Dmitry A.; Bradley, Michael; Vazquez, David; Sheaves, ...
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ResearchOnline@JCU
Olsen, Alex; Konovalov, Dmitry A.; Philippa, Bronson; Ridd, Peter; Wood, Jake; Johns, Jamie; Banks, ...
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ResearchOnline@JCU
Glassen, Thomas J.; Oertzen, Timo von; Konovalov, Dmitry A. (2018) 'Finding the mean in a partition . BMC Bioinformatics, 19 . [DOI] ...
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ResearchOnline@JCU
Konovalov, Dmitry A.; Hillcoat, Suzanne; Williams, Genevieve; Birtles, R. Alastair; Gardiner, Naomi;...
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ResearchOnline@JCU
White, R.D.; Cocks, D.; Boyle, G.; Casey, M.; Garland, N.; Konovalov, D.; Philippa, B.; Stokes, P.; ...
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ResearchOnline@JCU
Konovalov, Dmitry A.; Saleh, Alzayat; Domingos, Jose A.; White, Ron D.; Jerry, Dean R. (2018) 'Estim. Wor, 6...
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ResearchOnline@JCU
Konovalov, Dmitry A.; Cocks, Daniel G.; White, Ronald D. (2017) 'Unified solution of the Boltzmann e. The European Physical Journal D, 71 . [DOI] ...
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ResearchOnline@JCU
Do, T.P.T.; Duque, H.V.; Lopes, M.C.A. ; Konovalov, D.A.; White, R.D.; Brunger, M.J.; Jones, D.B. (...
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ResearchOnline@JCU
Duque, H.V.; Do, T.P.T.; Lopes, M.C.A.; Konovalov, D.A.; White, R.D.; Brunger, M.J.; Jones, B.D. (20...
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ResearchOnline@JCU
Jones, David B.; Jerry, Dean R.; Forêt, Sylvain; Konovalov, Dmitry A.; Zenger, Kyall R. (2013) 'Geno. Ma, ...
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ResearchOnline@JCU
Konovalov, Dmitry A.; Fursa, Dmitry V.; Bray, Igor (2012) 'J-matrix calculation of electron-helium S. Physical Review A (Atomic, Molecular an, 86 (5):1-7. [DOI] ...
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ResearchOnline@JCU
Konovalov, D.A.; Fursa, D.V.; Bray, I. (2011) 'J-matrix calculation of electron-helium S-wave scatte. Physical Review A (Atomic, Molecular and Optical Ph, 84 (3):1-10. [DOI] ...
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ResearchOnline@JCU
Konovalov, D.A.; Bray, I. (2010) 'Calculation of electron-impact ionization using the J-matrix metho. Physical Review A (Atomic, Molecular and Optical Physics), 82 (2):1-8. [DOI] ...
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ResearchOnline@JCU
Konovalov, Dmitry A.; Heg, Dik (2008) 'A Maximum-Likelihood relatedness estimator allowing for negat. Molecular Ecology Resources, 8 (2):256-263. [DOI] ...
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ResearchOnline@JCU
Konovalov, Dmitry A.; Llewellyn, Lyndon E.; Vander Heyden, Yvan; Coomans, Danny (2008) 'Robust cross. Journal of, 48 (10):...
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ResearchOnline@JCU
Konovalov, Dmitry A.; Sim, Nigel; Deconinck, Eric; Vander Heyden, Yvan; Coomans, Danny (2008) 'Stati. Jou, 4...
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ResearchOnline@JCU
Litow, Bruce; Konovalov, Dmitry (2008) 'Phenotype space and kinship assignment for the Simpson index. 42 (2):323-333. [DOI] ...
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ResearchOnline@JCU
Konovalov, Dmitry A.; Coomans, Danny; Deconinck, Eric; Vander Heyden, Yvan (2007) 'Benchmarking of Q. Journal of Chem, 47 (4):1648-1...
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ResearchOnline@JCU
Konovalov, Dmitry; Bajema, Nigel; Litow, Bruce (2005) 'Modified Simpson O(n3) algorithm for the full. Bioinformatics, 21 (20):3912-3917. [DOI] ...
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ResearchOnline@JCU
Konovalov, Dmitry A.; Litow, Bruce; Bajema, Nigel (2005) 'Partition-distance via the assignment prob. Bioinformatics, 21 (10):2463-2468. [DOI] ...
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ResearchOnline@JCU
Konovalov, Dmitry A.; Manning, Clint; Henshaw, Michael T. (2004) 'KINGROUP: a program for pedigree r. 4 (4):779-782. [DOI] ...
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ResearchOnline@JCU
Konovalov, Dmitry A.; Swinhoe, Natalie; Efremova, Dina B.; Birtles, R. Alastair; Kusetic, Martha; Ad...
Conference Publication
ResearchOnline@JCU
Konovalov, Dmitry A.; Saleh, Alzayat; Bradley, Michael; Sankupellay, Mangalam; Marini, Simone; Sheav...
Conference Publication
ResearchOnline@JCU
Lapico, Adrian; Sankupellay, Mangalam; Cianciullo, Louis; Myers, Trina; Konovalov, Dmitry A.; Jerry,...
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ResearchOnline@JCU
Konovalov, Dmitry A.; Saleh, Alzayat; Efremova, Dina B.; Domingos, Jose A.; Jerry, Dean R. (2019) 20...
Conference Publication
ResearchOnline@JCU
Data-efficient classification of birdcall through Convolutional Neural Networks transfer learning
2019
Efremova, Dina B.; Sankupellay, Mangalam; Konovalov, Dmitry A. (2019) 2019 Digital Image Computing: ...
Conference Publication
ResearchOnline@JCU
Wang, Junling; Sankupellay, Mangalam; Konovalov, Dmitry; Towsey, Michael; Roe, Paul (2019) 2019 Digi...
Conference Publication
ResearchOnline@JCU
Konovalov, D.A.; Domingos, J.A.; White, R.D.; Jerry, D.R. (2018) Proceedings of the 2nd Internationa...
Conference Publication
ResearchOnline@JCU
Sankupellay, Mangalam; Konovalov, Dmitry (2018) AAS2018: Acoustics 2018: hear to listen Bird call r Adelaide, ...
Conference Publication
ResearchOnline@JCU
Konovalov, Dmitry A.; Jahangard, Simindokht; Schwarzkopf, Lin (2018) 2018 Digital Image Computing: T...
Conference Publication
ResearchOnline@JCU
Konovalov, D.A.; Domingos, J.A.; Bajema, C.; White, R.D.; Jerry, D.R. (2017) ICAIP 2017: Internation...
Conference Publication
ResearchOnline@JCU
Konovalov, Dmitry A.; Heg, Dik (2008) 6th Asia-Pacific Bioinformatics Conference . In: Brazma, Alvis...
Conference Publication
ResearchOnline@JCU
Konovalov, Dmitry (2006) 4th Asia-Pacific Bioninformatics Conference . In: Jiang, Tao;Yang, Ueng-Che...
Conference Publication
ResearchOnline@JCU
Kophamel Orduna, Sara; Ward, Leigh; Konovalov, Dmitry; Ariel, Ellen; Bell, Ian; Cassidy, Nathan; Bal...
Conference Contribution
ResearchOnline@JCU
Kophamel, Sara; Ward, Leigh; Konovalov, Dmitry; Ariel, Ellen; Mendez, Diana; Bell, Ian; Cassidy, Nat...
Conference Contribution
ResearchOnline@JCU
Cocks, D.; Boyle, G.; Casey, M.; Garland, N.; Konovalov, D.; Stokes, P.; Brunger, M.J.; Buckman, S.J...
Conference Contribution
ResearchOnline@JCU
De Urquijo, J.; Casey, M.; Konvalov, D.; Brunger, M.J.; Garcia, G.; Petrovic, Z.; White, R.D. (2015)...
Conference Contribution
ResearchOnline@JCU