`
Leman Akoglu
Dean's Associate Professor of Information Systems
Home
Publications
Research
Teaching
Service/Misc
CV
Tutorials
2015 Tutorial
Fraud Detection through Graph-Based User Behavior Modeling
ACM CCS
, October 13, 2015, Denver, Colorado, US
2015 Tutorial
Graph-Based User Behavior Modeling: From Prediction to Fraud Detection
ACM KDD
, August 10, 2015, Sydney, AU
2014 Tutorial
Big Graph Mining for the Web and Social Media
ACM WSDM
, February 2014, NYC, USA
2013 Tutorial
"Big Graph Mining: Algorithms, Anomaly Detection, and Applications"
IEEE/ACM ASONAM
, August 2013, Niagara Falls, Canada
2013 Tutorial
"Anomaly, Event, and Fraud Detection in Large Graph Datasets"
ACM WSDM
, Feb 4-8 2013, Rome, Italy
2012 Tutorial
"What is Strange in Large Networks? Graph-based Irregularity and Fraud Detection"
IEEE ICDM
, Dec 11-14 2012, Brussels, Belgium
Workshops
2020 Workshop on
Anomaly Detection in Finance
co-organized in conjunction with SIGKDD 2020
2019 Workshop on
Anomaly Detection in Finance
co-organized in conjunction with SIGKDD 2019
2018 Workshop
ODD v5.0
on de-constructing outlier detection methods
co-organized in conjunction with SIGKDD 2018
2016 Workshop
ODD 4.0
on outlier definition, detection and description on demand
co-organized in conjunction with SIGKDD 2016
2015 Workshop
ODDx3
on outlier definition, detection and description
co-organized in conjunction with SIGKDD 2015
2014 Workshop
ODD^2
on outlier detection and description under data diversity
co-organized in conjunction with SIGKDD 2014
2013 Workshop
ODD
on outlier detection and description
co-organized in conjunction with SIGKDD 2013
2013 Workshop
MSDW
on social networks at work (environments)
co-organized in conjunction with ICDM 2013
2013 Workshop
DyNetMM
on dynamic networks mining and management
co-organized in conjunction with SIGMOD 2013
Community Service
(2022) Program Co-Chair: International Conference on Web Search and Data Mining (WSDM)
(2021) Program Co-Chair: SIAM International Conference on Data Mining (SDM)
(2021, 2020, 2019) Senior PC Member: Conference on Knowledge Discovery and Data Mining (KDD)
(2021) Area Chair: International Joint Conference on Artificial Intelligence (IJCAI)
(2021, 2019, 2018) Tutorials Co-Chair: Conference on Knowledge Discovery and Data Mining (KDD)
(2020, 2019, 2018, 2017, 2016) Area Chair: IEEE International Conference on Data Mining (ICDM)
(2019) Tutorials Co-Chair: Conference on Information and Knowledge Management (CIKM)
(2019, 2018, 2017, 2016) Senior PC Member: SIAM International Conference on Data Mining (SDM)
(2019, 2018, 2017, 2016) Senior PC Member: International Conference on Web Search and Data Mining (WSDM)
(2018, 2016, 2015, 2014) PC Member: Conference on Knowledge Discovery and Data Mining (KDD)
(2018) Co-Chair: Social Networks and Graph Analysis Track of the World Wide Web Conference (WWW)
(2018) Tutorials Co-Chair: IEEE International Conference on Data Mining (ICDM)
(2018) PC Member: Conference on Information and Knowledge Management (CIKM)
(2017) Publicity Chair: INFORMS Conference on Data Science
(2017) Workshops Co-Chair: ACM Conference on Knowledge Discovery and Data Mining (KDD)
(2017) Workshops Co-Chair: SIAM International Conference on Data Mining (SDM)
(2017) Senior PC: Conference on Information and Knowledge Management (CIKM)
(2016) Student Travel Awards Co-Chair: ACM Conference on Knowledge Discovery and Data Mining (KDD)
(2016) PhD Forum Co-Chair: European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML/PKDD)
(2016) Tutorial Co-Chair: Pacific Asia Conference on Knowledge Discovery and Data Mining (PAKDD)
(2015) PhD Forum Co-Chair: IEEE International Conference on Data Mining (ICDM)
(2015) Publicity Co-Chair: SIAM International Conference on Data Mining (SDM)
(2015, 2014, 2013) PC Member: IEEE International Conference on Data Mining (ICDM)
(2015, 2014, 2013) PC Member: SIAM International Conference on Data Mining (SDM)
(2015, 2014) PC Member: European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD)
Links
Heinz College Events Calendar
SCS Events Calendar
Machine Learning Lunch Seminar
AI Lunch Seminar
Eberly Center for Teaching and Education
CMU Group X-ercise
CMU HUB: Administrivia
Pittsburgh Cultural Trust
Other things I like besides research:
chess
,
Argentine tango
,
Latin dancing
,
zumba fitness
.