disclaimer

This page reflects past events organized by Superlinear. AI Talks and AI Tribes are no longer part of our current initiatives. Our focus has shifted toward enterprise-wide orchestration and long-term operational performance in mission-critical European industries.

disclaimer

This page reflects past events organized by Superlinear. AI Talks and AI Tribes are no longer part of our current initiatives. Our focus has shifted toward enterprise-wide orchestration and long-term operational performance in mission-critical European industries.

Practical applications of Forecasting and Optimization: From concept to impact

Practical applications of Forecasting and Optimization: From concept to impact

Practical applications of Forecasting and Optimization: From concept to impact

Apr 17, 2024

Apr 17, 2024

Apr 17, 2024

Event description

Last spring, AI Talks featured three sessions on AI in forecasting and optimization. Attendees learned how XAI enhances supply chain decisions with Ruben Crevits, explored ML forecasting techniques with Nicolas Vandeput, and saw Superlinear’s AI solution for reducing airport check-in queues with Joris Roels and Maxence Dubois.

Last spring, AI Talks featured three sessions on AI in forecasting and optimization. Attendees learned how XAI enhances supply chain decisions with Ruben Crevits, explored ML forecasting techniques with Nicolas Vandeput, and saw Superlinear’s AI solution for reducing airport check-in queues with Joris Roels and Maxence Dubois.

Last spring, AI Talks featured three sessions on AI in forecasting and optimization. Attendees learned how XAI enhances supply chain decisions with Ruben Crevits, explored ML forecasting techniques with Nicolas Vandeput, and saw Superlinear’s AI solution for reducing airport check-in queues with Joris Roels and Maxence Dubois.

At this event, we’ll dive into impactful Forecasting and Optimization use cases both from a technical and a business perspective and learn how this technology is transforming organizations and our lives.

🎤 XAI for forecasting

OMP uses AI to make a better demand forecast. In this session, Ruben Crevits will show how XAI can help understand the impact of promotions and other demand drivers. He will illustrate how this leads to better decision making and visibility from supply chain managers.

By Ruben Crevits, Lead data scientist, OMP, PhD in Forecasting

🎤 Machine Learning to win the Forecasting Game of Information

How can you use Machine Learning (ML) and Forecast Value Added (FVA) to improve your demand forecasts using an insight-driven mindset? Learn best practices for using machine learning to forecast demand in supply chains in this exciting talk!

By Nicolas Vandeput, Supply chain data scientist, CEO & founder, Author

🎤 Reducing Airport Check-In Queues using an AI-based planner

Facing the challenge of long queues and operational inefficiencies during peak travel times, Brussels Airport required a sophisticated approach to manage check-in desk allocations effectively. At Superlinear, we implemented an AI-based optimization engine utilizing Constraint Programming, which optimally determines the check-in desk opening times and flight assignments based on the expected passenger flow. Our model has been shown to highly reduce overflow and queue lengths, highlighting a significant improvement over planning strategies previously employed by Brussels Airport.

By Joris Roels, Solution Architect at Superlinear and Maxence Dubois, Machine Learning Engineer at Superlinear

Why join?

At The AI Talks, you’ll…

  • Engage with the vibrant Belgian AI community

  • Deep dive into the technicalities and applications of AI

  • Enjoy dinner, drinks, and networking