Dmitry Konovalov received his Ph.D in Theoretical Atomic Physics from the Flinder Univerity of South Australia in 1992. He worked in Telecommunication and Banking industries until 2002, when he joined James Cook University. 

He is curretly focusing on Deep Learning AI applications to Australian industries.

Teaching

• CP2406: Programming III (Level 2; CNS & TSV)
• CP2410: Algorithms and Data Structures (Level 2; TSV)
• CP3047: Project Management 2 (Level 3; TSV)
• CP3101: Professional Internship (Level 3; TSV)
• CP3102: Multidisciplinary Project (Level 3; TSV)
• CP3103: Independent Project (Level 3; TSV)
• CP3406: Mobile Computing (Level 3; CNS & TSV)
• CP5046: ICT Project 1: Analysis and Design (Level 5; TSV)
• CP5047: ICT Project 2: Implementation and Commissioning (Level 5; TSV)
• CP5307: Advanced Mobile Technology (Level 5; TSV)

Interests

Research

• Computer vision with Convolutional Neural Networks
• Application of Deep Learning AI to Northern Australia Beef Industry, Aquaculture, Australian Great Barrier Reef monitoring

Experience

• 2002 to present - Senior Lecturer, James Cook University (Townsville)
• 1992 to 1995 - Postdoctoral Fellow, Flinders University of South Australia (Adelaide)

Research Disciplines

• Atomic, Molecular, Nuclear, Particle and Plasma Physics (0202)
• Artificial Intelligence and Image Processing (0801)

Socio-Economic Objectives

• Expanding Knowledge (9701)
• Computer Software and Services (8902)
• Fisheries - Aquaculture (8301)

These are the most recent publications associated with this author. To see a detailed profile of all publications stored at JCU, visit ResearchOnline@JCU. Hover over Altmetrics badges to see social impact.

Journal Articles

• Konovalov D, Cocks D and White R (2017) Unified solution of the Boltzmann equation for electron and ion velocity distribution functions and transport coefficients in weakly ionized plasmas. The European Physical Journal D, 71.
• Do T, Duque H, Lopes M, Konovalov D, White R, Brunger M and Jones D (2015) Differential cross sections for electron-impact vibrational-excitation of tetrahydrofuran at intermediate impact energies. Journal of Chemical Physics, 142. pp. 1-7
• Duque H, Do T, Lopes M, Konovalov D, White R, Brunger M and Jones B (2015) The role of electron-impact vibrational excitation in electron transport through gaseous tetrahydrofuran. Journal of Chemical Physics, 142. pp. 1-7
• Jones D, Jerry D, Forêt S, Konovalov D and Zenger K (2013) Genome-wide SNP validation and mantle tissue transcriptome analysis in the silver-lipped pearl oyster, Pinctada maxima. Marine Biotechnology, 15 (6). pp. 647-658
• Konovalov D, Fursa D and Bray I (2012) J-matrix calculation of electron-helium S-wave scattering: II single ionization and single excitation. Physical Review A (Atomic, Molecular and Optical Physics), 86 (5). pp. 1-7
• Konovalov D, Fursa D and Bray I (2011) J-matrix calculation of electron-helium S-wave scattering. Physical Review A (Atomic, Molecular and Optical Physics), 84 (3). pp. 1-10
• Konovalov D and Bray I (2010) Calculation of electron-impact ionization using the J-matrix method. Physical Review A (Atomic, Molecular and Optical Physics), 82 (2). pp. 1-8
• Konovalov D, Llewellyn L, Vander Heyden Y and Coomans D (2008) Robust cross-validation of linear regression QSAR models. Journal of Chemical Information and Modeling, 48 (10). pp. 2081-2094
• Konovalov D, Sim N, Deconinck E, Vander Heyden Y and Coomans D (2008) Statistical confidence for variable selection via Monte Carlo cross-validation. Journal of Chemical Information and Modeling, 48 (2). pp. 370-383
• Konovalov D and Heg D (2008) A Maximum-Likelihood relatedness estimator allowing for negative relatedness values. Molecular Ecology Resources, 8 (2). pp. 256-263

Conference Papers

• Konovalov D, Domingos J, Bajema C, White R and Jerry D (2017) Ruler detection for automatic scaling of fish images. Proceedings of the International Conference on Advances in Image Processing. In: ICAIP 2017: International Conference on Advances in Image Processing, 25-27 August 2017, Bangkok, Thailand
• Konovalov D and Heg D (2008) Estimation of population allele frequencies from small samples containing multiple generations. Proceedings of 6th Asia-Pacific Bioinformatics Conference. 14-17 January 2008, Kyoto, Japan

More

ResearchOnline@JCU stores 21+ research outputs authored by Dr Dmitry Konovalov from 2004 onwards.

Current and recent Research Funding to JCU is shown by funding source and project.

Advisory Accreditation: I can be on your Advisory Panel as a Primary or Secondary Advisor.

These Higher Degree Research projects are either current or by students who have completed their studies within the past 5 years at JCU. Linked titles show theses available within ResearchOnline@JCU.

Current

• Developing Deep Learning Methods For Aquaculture Applications (Masters , Primary Advisor)
• Smart Sensors, Low Cost Radio Network System and the Internet of Things to Improve Effluent Quality from Algal Waste Treatment Systems and Aquaculture (Masters , Secondary Advisor)

The map shows research collaborations by institution from the past 7 years.
Note: Map points are indicative of the countries or states that institutions are associated with.