posted by user: statnikov || 3344 views || tracked by 7 users: [display]

KDD ADF 2017 : KDD 2017 Workshop on Anomaly Detection in Finance

FacebookTwitterLinkedInGoogle

Link: https://sites.google.com/view/kdd-adf-2017/
 
When Aug 14, 2017 - Aug 14, 2017
Where Halifax, Nova Scotia
Submission Deadline May 21, 2017
Categories    machine learning   anomaly detection   unsupervised learning   finance
 

Call For Papers

Detecting anomalies and novel events is vital to the financial industry. These events may often be indicative of illegal activities such as credit card fraud, identity theft, network intrusion, and money laundering. Left unchecked, these types of anomalies can cost organizations billions of dollars, as well as their brands' reputation. A number of new ideas are emerging to tackle this problem, including semi-supervised learning methods, deep learning based approaches and network/graph based solutions. These approaches must often be able to work in real-time and be able handle large volumes of data. The purpose of this workshop is to bring together researchers and practitioners to discuss both the anomalous events that are harmful to financial institutions, but, more importantly, potential solutions to combat them. This half-day workshop will consist of a series of sessions, including spotlight talks and short paper presentations, which will showcase ongoing research and novel applications.

We invite papers on anomaly and novelty detection with applications for the financial industry. Topics of interest include, but are not limited to, the following:
Unsupervised approaches
Semi-supervised approaches
Spectral methods
Model-based algorithms (including neural nets, Bayesian nets, SVM’s, rule-based)
Statistical methods
Information theoretic approaches
Graph/Network algorithms
Use-Cases:
Anti-Money Laundering (AML)
Fraud
Identity Theft and Fake Account Registration
Risk Modeling
Account Takeover
Promotion Credit Abuse
Customer Behavior Analytics
Cyber Security

Related Resources

KDD 2018   Knowledge Discovery and Data Mining Conference
ICCV 2019   International Conference on Computer Vision
KDD 2019   25TH ACM SIGKDD CONFERENCE ON KNOWLEDGE DISCOVERY AND DATA MINING
ICML 2019   36th International Conference on Machine Learning
ODD 2018   ACM SIGKDD Workshop on Outlier Detection De-constructed (KDD-ODD 2018)
MLDM 2019   15th International Conference on Machine Learning and Data Mining MLDM 2019
ADON 2018   International Workshop on Anomaly Detection ON the Cloud and the Internet of Things
ICDMML 2019   【ACM ICPS EI SCOPUS】2019 International Conference on Data Mining and Machine Learning
KDD 2018   KDD 2018 Call for Research and Applied Data Science Papers
KDD-DeepLearningDay 2018   ACM SIGKDD 2018 Deep Learning Day Call for Papers