List of works - Leman Akoglu

AFRAID

APATE: A novel approach for automated credit card transaction fraud detection using network-based extensions

Anomaly, event, and fraud detection in large network datasets

Beyond Homophily in Graph Neural Networks: Current Limitations and Effective Designs ⬇️

Detecting Anomalous Graphs in Labeled Multi-Graph Databases

scientific article published on 04 May 2022

Fast and reliable anomaly detection in categorical data

From Detection to Action: a Human-in-the-loop Toolkit for Anomaly Reasoning and Management

scientific article published on 25 November 2023

Graph based anomaly detection and description: a survey

scientific article published in 2014

Guilt-by-Constellation: Fraud Detection by Suspicious Clique Memberships

It's who you know

KDD Workshop on Machine Learning in Finance

scientific article published on 04 August 2023

Large human communication networks

scholarly article published 2009

Machine Learning in Finance

scientific article published on 25 August 2024

Metric forensics

Mining Connection Pathways for Marked Nodes in Large Graphs

OPAvion

PICS: Parameter-free Identification of Cohesive Subgroups in Large Attributed Graphs

article published in 2012

Patterns on the Connected Components of Terabyte-Scale Graphs

Quantifying Reciprocity in Large Weighted Communication Networks

article by Leman Akoglu et al published 2012 in Lecture Notes in Computer Science

RTG: A Recursive Realistic Graph Generator Using Random Typing

RTG: a recursive realistic graph generator using random typing

RTM: Laws and a Recursive Generator for Weighted Time-Evolving Graphs

RolX: structural role extraction & mining in large graphs