Research Collaboration

Research Collaboration

I am open to research collaborations that align with and strengthen the research direction of the Environmental & Agroecological Informatics Research Group (EAIR Lab).

Our primary interest is in the intersection of Artificial Intelligence, Environmental Informatics, Agroecology, and Biodiversity, particularly research that can contribute to scientific publications, datasets, intelligent systems, and long-term research initiatives.

Research Areas

I am particularly interested in collaborations related to:

Artificial Intelligence for Biodiversity

  • Plant and species recognition
  • Biodiversity informatics
  • Open-set and open-world species recognition
  • Continual and lifelong learning for biodiversity
  • Intelligent biodiversity information systems
  • AI-assisted biodiversity monitoring

Environmental & Agroecological Informatics

  • Environmental monitoring and analytics
  • Agroecological information systems
  • AI for sustainable agriculture
  • Soil and environmental sensing
  • IoT-based environmental monitoring
  • Environmental data analytics
  • Decision-support systems for agriculture and ecosystems

Open-World & Lifelong Artificial Intelligence

I am particularly interested in developing AI systems capable of operating in dynamic real-world environments where new classes, species, objects, or environmental conditions may emerge over time.

Potential topics include:

  • Open-set recognition
  • Open-world recognition
  • Novelty and unknown detection
  • Continual learning
  • Lifelong machine learning
  • Novel class discovery
  • Domain-specific open-world AI

Potential Collaboration

Research collaboration may involve:

  • Joint research projects
  • Joint scientific publications
  • Development of research datasets
  • Development and evaluation of AI methods
  • Environmental and biodiversity data collection
  • Joint student research projects
  • Interdisciplinary research
  • Research grant proposals

You can contact me via My LinkedIn or send me an email directly at gusti.alfarisy[at]gmail.com.

For professional support in consultation and research mentoring, I offer dedicated services tailored to individual and organizational needs.

Please visit: for cosultation and for research mentoring