Fraud Detection with Graph Neural Networks

  Рет қаралды 29,629

DeepFindr

DeepFindr

Күн бұрын

Пікірлер: 20
@armandogomis7732
@armandogomis7732 3 жыл бұрын
Just what I'm working on. I've been struggling with the elliptic dataset and the ethreum dataset for months. Thanks for your work, it's great for me.
@DeepFindr
@DeepFindr 3 жыл бұрын
Hi! What exactly are you struggling with? Is there something that I may help with? :)
@armandogomis7732
@armandogomis7732 3 жыл бұрын
@@DeepFindr I have sent you an email. I am a junior data scientist and it's hard for me hahaha. Thanks.
@isoaso344
@isoaso344 2 жыл бұрын
Just out of curiosity, have you ever tried to combine GCNs with Random Forests for elliptic dataset? I think it should work quite well :)
@armandogomis7732
@armandogomis7732 2 жыл бұрын
@@isoaso344 Yes, but this works much better ;) www.nssce.ac.in/pdf/cse/2017%20batch_poster%202.pdf
@AnyaSheven
@AnyaSheven 2 жыл бұрын
This is a great overview of fraud detection methods and excellent explanation. Definitely subscribing, thank you!
@chientruong926
@chientruong926 3 жыл бұрын
I’m always impressed with your explainable ability. Thank you a lot and have a nice weekend!!!
@DeepFindr
@DeepFindr 3 жыл бұрын
Thanks a lot for your kind words :) have a nice weekend as well!
@danielalvey5710
@danielalvey5710 10 ай бұрын
Fantastic video. Really appreciate the paper links as well.
@samirelzein1095
@samirelzein1095 3 жыл бұрын
what a pro! Feels like you are a great chef and NNs are your ingredients! ...yum!
@mohammadareeb4826
@mohammadareeb4826 3 жыл бұрын
Clear and easy explanation. Please make a video on recommendation system using Graph Neural Network using dataset like Movielens.
@DeepFindr
@DeepFindr 3 жыл бұрын
Thanks! I'll put it on my list. After the next video I will again make a community poll and include recommender systems there :)
@skanderbegvictor6487
@skanderbegvictor6487 3 жыл бұрын
Your channel is a goldmine please don't stop making videos
@DeepFindr
@DeepFindr 3 жыл бұрын
Thanks!
@sangstar1
@sangstar1 Ай бұрын
artificial neural network (ann) can be used to create fraud as well
@prabhacar
@prabhacar 2 жыл бұрын
Very nicely explained. thanks!
@jiahao2709
@jiahao2709 2 жыл бұрын
could you make some video about spectral graph theory?
@Jonnyfoka
@Jonnyfoka 2 жыл бұрын
Really great explanations and research. Congrats for that! I am now searching to apply fraud Edge-Detection for a heterogeneous, attributed, dynamic graph, where the edge features are of great importance. Do you happen to know any model implementations?
@DeepFindr
@DeepFindr 2 жыл бұрын
Thank you! Sorry but I've not come across anything like that so far.
@Raresiom
@Raresiom 2 жыл бұрын
Hi, can you tell me whcih one the Twitter dataset with fake news is?
Fake News Detection using Graphs with Pytorch Geometric
12:38
DeepFindr
Рет қаралды 15 М.
How Graph Neural Networks Are Transforming Industries
12:03
AssemblyAI
Рет қаралды 13 М.
Гениальное изобретение из обычного стаканчика!
00:31
Лютая физика | Олимпиадная физика
Рет қаралды 4,8 МЛН
VIP ACCESS
00:47
Natan por Aí
Рет қаралды 30 МЛН
Building a Fraud Detection Platform using AI and Big Data
20:43
Amazon Web Services
Рет қаралды 62 М.
Understanding AI from Scratch - Neural Networks Course
3:44:18
freeCodeCamp.org
Рет қаралды 511 М.
Understanding Graph Attention Networks
15:00
DeepFindr
Рет қаралды 91 М.
Fraud Detection with Graph Features and GNN - Nikita Iserson
1:01:29
DataTalksClub ⬛
Рет қаралды 9 М.
Introduction to graph neural networks (made easy!)
11:38
Jacob Heglund
Рет қаралды 35 М.
Fraud Detection: Fighting Financial Crime with Machine Learning
12:01
Graph Neural Networks: A gentle introduction
29:15
Aladdin Persson
Рет қаралды 49 М.
Anomaly Detection: Algorithms, Explanations, Applications
1:26:56
Microsoft Research
Рет қаралды 96 М.