Fraud Networks
In this episode we talk with Bavo DC Campo, a data scientist and statistician, who shares his expertise on the intersection of actuarial science, fraud detection, and social network analytics.
Together we will learn how to use graphs to fight against insurance fraud by uncovering hidden connections between fraudulent claims and bad actors.
Key insights include how social network analytics can detect fraud rings by mapping relationships between policyholders, claims, and service providers, and how the BiRank algorithm, inspired by Google’s PageRank, helps rank suspicious claims based on network structure.
Bavo will also present his iFraud simulator that can be used to model fraudulent networks for detection training purposes.
Do you have a question about fraud detection? Bavo says he will gladly help. Feel free to contact him.
-------------------------------
Want to listen ad-free? Try our Graphs Course? Join Data Skeptic+ for $5 / month of $50 / year
https://plus.dataskeptic.com
Watch on YouTube ↗
(saves to browser)
Sign in to unlock AI tutor explanation · ⚡30
Playlist
Uploads from Data Skeptic · Data Skeptic · 0 of 60
← Previous
Next →
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
Data Skeptic book giveaway contest winner selection
Data Skeptic
OpenHouse - Front end and API overview
Data Skeptic
OpenHouse Crawling with AWS Lambda
Data Skeptic
[MINI] Logistic Regression on Audio Data
Data Skeptic
Data Provenance and Reproducibility with Pachyderm
Data Skeptic
[MINI] Primer on Deep Learning
Data Skeptic
Big Data Tools and Trends
Data Skeptic
[MINI] Automated Feature Engineering
Data Skeptic
The Data Refuge Project
Data Skeptic
[MINI] The Perceptron
Data Skeptic
[MINI] Feed Forward Neural Networks
Data Skeptic
Data Science at Patreon
Data Skeptic
[MINI] Backpropagation
Data Skeptic
[MINI] GPU CPU
Data Skeptic
OpenHouse
Data Skeptic
[MINI] Generative Adversarial Networks
Data Skeptic
[MINI] AdaBoost
Data Skeptic
[MINI] The Bootstrap
Data Skeptic
[MINI] Dropout
Data Skeptic
[MINI] Gini Coefficients
Data Skeptic
[MINI] Random Forest
Data Skeptic
[MINI] Heteroskedasticity
Data Skeptic
[MINI] ANOVA
Data Skeptic
Urban Congestion
Data Skeptic
[MINI] The CAP Theorem
Data Skeptic
Unstructured Data for Finance
Data Skeptic
Detecting Terrorists with Facial Recognition?
Data Skeptic
Predictive Models on Random Data
Data Skeptic
[MINI] Entropy
Data Skeptic
[MINI] F1 Score
Data Skeptic
Causal Impact
Data Skeptic
Machine Learning on Images with Noisy Human-centric Labels
Data Skeptic
The Library Problem
Data Skeptic
Stealing Models from the Cloud
Data Skeptic
Data Science at eHarmony
Data Skeptic
Multiple Comparisons and Conversion Optimization
Data Skeptic
Election Predictions
Data Skeptic
[MINI] Calculating Feature Importance
Data Skeptic
MS Connect Conference
Data Skeptic
Music21
Data Skeptic
The Police Data and the Data Driven Justice Initiatives
Data Skeptic
Studying Competition and Gender Through Chess
Data Skeptic
[MINI] Goodhart's Law
Data Skeptic
Trusting Machine Learning Models with LIME
Data Skeptic
[MINI] Leakage
Data Skeptic
Predictive Policing
Data Skeptic
Mutli-Agent Diverse Generative Adversarial Networks
Data Skeptic
[MINI] Convolutional Neural Networks
Data Skeptic
Unsupervised Depth Perception
Data Skeptic
[MINI] Max-pooling
Data Skeptic
MS Build 2017
Data Skeptic
Activation Functions
Data Skeptic
Doctor AI
Data Skeptic
[MINI] The Vanishing Gradient
Data Skeptic
CosmosDB
Data Skeptic
Estimating Sheep Pain with Facial Recognition
Data Skeptic
[MINI] Conditional Independence
Data Skeptic
MINI: Bayesian Belief Networks
Data Skeptic
Project Common Voice
Data Skeptic
[MINI] Recurrent Neural Networks
Data Skeptic
More on: AI Safety Engineering
View skill →Related AI Lessons
⚡
⚡
⚡
⚡
Grok’s federal stall is undercutting SpaceX’s IPO growth story
The Next Web AI
Taiwan moves to detain three over alleged illegal high-end AI server exports to China
The Next Web AI
Top 10 AI Development Companies in Leicester UK (2026)
Medium · AI
China blocks NVIDIA’s RTX 5090D V2 imports while Jensen Huang was in Beijing
The Next Web AI
🎓
Tutor Explanation
DeepCamp AI