Posters
Come meet the poster presenters to ask them questions and discuss their work
We would like to invite you to come and see the posters at our upcoming conference. The posters will showcase a diverse range of research topics, and will give delegates an opportunity to engage with the authors and learn more about their work. Whether you are a seasoned researcher or simply curious about the latest developments in your field, we believe that the posters will offer something of interest to everyone. So please join us at the conference and take advantage of this opportunity to learn and engage with your peers in industry and the academic community.
PO349: Building trust in artificial intelligence for ecological monitoring
Mamoona Birkhez Shami, Software Engineer, Spoor
Abstract
As AI-driven monitoring technologies become more prevalent, ensuring their reliability and transparency is critical. Too often, AI models are perceived as obscure, raising concerns about their precision and decision-making processes. However, AI is only as effective as the methods used to validate it. This talk presents a structured approach to performance validation that integrates expert opinion with data science methodologies, demonstrating that AI can be transparent and trustworthy when evaluated correctly. Our approach combines two complementary validation techniques: ground truth with domain experts and quantitative and qualitative performance evaluation using data science methods.
