About

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)
Socio-Economic Objectives
Publications

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
Conference Papers
More

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

Current Funding

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

QLD Department of Science, Information, Technology and Innovation - Advance Queensland Knowledge Transfer Partnerships - Contract Research

Applying Artificial Intelligence to Business Management Advice

Indicative Funding
$10,800
Summary
Develop methods of analysing large volumes of accounting data to provide valuable insights for business owners and actionable advice that will help them improve their business practices. Mentoring fee for guidance provided to Graduate Student employed by Calxa Pty Ltd.
Investigators
Dmitry Konovalov and Mick Devine (College of Business, Law & Governance and Calxa Pty Ltd)
Keywords
Artificial Intelligence; Expert Systems; Accounting
Supervision

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)
Collaboration

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.

  • 5+ collaborations
  • 4 collaborations
  • 3 collaborations
  • 2 collaborations
  • 1 collaboration
  • Indicates the Tropics (Torrid Zone)

Connect with me
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jcu.me/dmitry.konovalov

Email
Phone
Location
  • 17.047, Faculty of Science & Engineering (Townsville campus)
Advisory Accreditation
Primary Advisor
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