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
Output
Sim, N.; Konovalov, D.; Coomans, D. (2009) High-performance GRID computing in chemoinformatics. Oxford, UK: [Reference Material] [DOI] ...
Joone, Carolynne J.; Konovalov, Dmitry A. (2023) 'The effect of neuter status on longevity in the Ro. Scientific Reports, 13 (1). [DOI] ...
Mattone, Carlo; Bradley, Michael; Barnett, Adam; Konovalov, Dmitry A.; Sheaves, Marcus (2022) 'Envir. Mar, 1...
Kophamel, Sara; Ward, Leigh C.; Konovalov, Dmitry A.; Mendez, Diana; Ariel, Ellen; Cassidy, Nathan; ...
Josi, Dario; Heg, Dik; Takeyama, Tomohiro; Bonfils, Danielle; Konovalov, Dmitry A.; Frommen, Joachim...
Konovalov, Dmitry A.; Swinhoe, Natalie; Efremova, Dina B.; Birtles, R. Alastair; Kusetic, Martha; Hi...
Sheaves, Marcus; Bradley, Michael; Herrera, Cesar; Mattone, Carlo; Lennard, Caitlin; Sheaves, Janine...
Saleh, Alzayat; Laradji, Issam H.; Konovalov, Dmitry A.; Bradley, Michael; Vazquez, David; Sheaves, ...
Dexter, B.R.; King, R.; Parisi, A.V.; Harrison, S.L.; Konovalov, D.A.; Downs, N.J. (2020) 'Keratinoc. Journal, 213 ....
Olsen, Alex; Konovalov, Dmitry A.; Philippa, Bronson; Ridd, Peter; Wood, Jake; Johns, Jamie; Banks, ...
Konovalov, Dmitry A.; Saleh, Alzayat; Domingos, Jose A.; White, Ron D.; Jerry, Dean R. (2018) 'Estim. Wor, 6...
Konovalov, Dmitry A.; Hillcoat, Suzanne; Williams, Genevieve; Birtles, R. Alastair; Gardiner, Naomi;...
Glassen, Thomas J.; Oertzen, Timo von; Konovalov, Dmitry A. (2018) 'Finding the mean in a partition . BMC Bioinformatics, 19 . [DOI] ...
White, R.D.; Cocks, D.; Boyle, G.; Casey, M.; Garland, N.; Konovalov, D.; Philippa, B.; Stokes, P.; ...
Konovalov, Dmitry A.; Cocks, Daniel G.; White, Ronald D. (2017) 'Unified solution of the Boltzmann e. The European Physical Journal D, 71 . [DOI] ...
Do, T.P.T.; Duque, H.V.; Lopes, M.C.A. ; Konovalov, D.A.; White, R.D.; Brunger, M.J.; Jones, D.B. (...
Duque, H.V.; Do, T.P.T.; Lopes, M.C.A.; Konovalov, D.A.; White, R.D.; Brunger, M.J.; Jones, B.D. (20...
Jones, David B.; Jerry, Dean R.; Forêt, Sylvain; Konovalov, Dmitry A.; Zenger, Kyall R. (2013) 'Geno. Ma, ...
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] ...
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] ...
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] ...
Konovalov, Dmitry A.; Heg, Dik (2008) 'A Maximum-Likelihood relatedness estimator allowing for negat. Molecular Ecology Resources, 8 (2):256-263. [DOI] ...
Konovalov, Dmitry A.; Llewellyn, Lyndon E.; Vander Heyden, Yvan; Coomans, Danny (2008) 'Robust cross. Journal of, 48 (10):...
Konovalov, Dmitry A.; Sim, Nigel; Deconinck, Eric; Vander Heyden, Yvan; Coomans, Danny (2008) 'Stati. Jou, 4...
Litow, Bruce; Konovalov, Dmitry (2008) 'Phenotype space and kinship assignment for the Simpson index. 42 (2):323-333. [DOI] ...
Konovalov, Dmitry A.; Coomans, Danny; Deconinck, Eric; Vander Heyden, Yvan (2007) 'Benchmarking of Q. Journal of Chem, 47 (4):1648-1...
Konovalov, Dmitry; Bajema, Nigel; Litow, Bruce (2005) 'Modified Simpson O(n3) algorithm for the full. Bioinformatics, 21 (20):3912-3917. [DOI] ...
Konovalov, Dmitry A.; Litow, Bruce; Bajema, Nigel (2005) 'Partition-distance via the assignment prob. Bioinformatics, 21 (10):2463-2468. [DOI] ...
Konovalov, Dmitry A.; Manning, Clint; Henshaw, Michael T. (2004) 'KINGROUP: a program for pedigree r. 4 (4):779-782. [DOI] ...
Konovalov, Dmitry A.; Swinhoe, Natalie; Efremova, Dina B.; Birtles, R. Alastair; Kusetic, Martha; Ad...
Konovalov, Dmitry A.; Saleh, Alzayat; Bradley, Michael; Sankupellay, Mangalam; Marini, Simone; Sheav...
Lapico, Adrian; Sankupellay, Mangalam; Cianciullo, Louis; Myers, Trina; Konovalov, Dmitry A.; Jerry,...
Konovalov, Dmitry A.; Saleh, Alzayat; Efremova, Dina B.; Domingos, Jose A.; Jerry, Dean R. (2019) 20...
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: ...
Wang, Junling; Sankupellay, Mangalam; Konovalov, Dmitry; Towsey, Michael; Roe, Paul (2019) 2019 Digi...
Konovalov, D.A.; Domingos, J.A.; White, R.D.; Jerry, D.R. (2018) Proceedings of the 2nd Internationa...
Sankupellay, Mangalam; Konovalov, Dmitry (2018) AAS2018: Acoustics 2018: hear to listen Bird call r Adelaide, ...
Konovalov, Dmitry A.; Jahangard, Simindokht; Schwarzkopf, Lin (2018) 2018 Digital Image Computing: T...
Konovalov, D.A.; Domingos, J.A.; Bajema, C.; White, R.D.; Jerry, D.R. (2017) ICAIP 2017: Internation...
Konovalov, Dmitry A.; Heg, Dik (2008) 6th Asia-Pacific Bioinformatics Conference . In: Brazma, Alvis...
Konovalov, Dmitry (2006) 4th Asia-Pacific Bioninformatics Conference . In: Jiang, Tao;Yang, Ueng-Che...
Kophamel Orduna, Sara; Ward, Leigh; Konovalov, Dmitry; Ariel, Ellen; Bell, Ian; Cassidy, Nathan; Bal...
Kophamel, Sara; Ward, Leigh; Konovalov, Dmitry; Ariel, Ellen; Mendez, Diana; Bell, Ian; Cassidy, Nat...
Cocks, D.; Boyle, G.; Casey, M.; Garland, N.; Konovalov, D.; Stokes, P.; Brunger, M.J.; Buckman, S.J...
De Urquijo, J.; Casey, M.; Konvalov, D.; Brunger, M.J.; Garcia, G.; Petrovic, Z.; White, R.D. (2015)...