See all our videos on our YouTube channel.
Uncategorized videos
- Boosting Credit Risk Models
→ View on Youtube - NoSQL Database
Lecture based on our upcoming book.
→ View on Youtube - From IF-THEN-ELSE to DEEP LEARNING
In this presentation, we discuss how machine learning and AI moved from simple If-Then-Else rules to deep learning. We critically evaluate deep learning and illustrate how it can be made white box using rule extraction.
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- A Day in the Life of a Data Scientist: Academic Perspective
In this presentation, we present an academic perspective on a day in the life of a data scientist.
→ View on Youtube - E-business
Lecture on the topic of “E-business” given by Prof. dr. Bart Baesens. This lecture is organized in the context of the course Business Information Systems given at KU Leuven, Belgium.
→ View on Youtube (Part 1, Part 2, Part 3) - Improving Fraud Detection Techniques Using Social Network Analytics
Appearing: Bart Baesens, Véronique Van Vlasselaer
Recorded by SAS Software at the Analytics 2014 conference. Bart Baesens and Véronique Van Vlasselaer of KU Leuven talk to Inside Analytics host Maggie Miller about using social network algorithms to stay ahead of fraudsters. - iMinds Media project EngageReaders
Appearing: Seppe vanden Broucke
Recorded by iMinds. EngageReaders wants to define a new approach to measure and predict the appreciation of digital readers. The key insights will be implemented in the production process of online newspapers.
Mini Lectures
- Episode 1: Social Network Analysis for Fraud Detection
In this mini lecture, Véronique Van Vlasselaer talks about how social networks can be leveraged to uncover fraud. More information about this topic is available on this web site.
→ View lecture on Youtube
- Episode 2: Business Process Analytics in Practice
In this mini lecture, Seppe vanden Broucke talks about current research endeavors in the areas of process analytics, intelligence, and process mining. More information about this topic is available on this web site.
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- Episode 3: Churn Prediction: Analysis and Applications
In this mini lecture, Aimée Backiel talks about her current research in the areas of churn prediction and survival analysis. More information about this topic is available on this web site.
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- Episode 4: Profit-driven Data Analytics: Classification Performance Measurement
In this mini lecture, Thomas Verbraken talks about his research dealing with profit-driven classification performance measures. More information about this topic is available on this web site.
→ View lecture on Youtube
