Tina Eliassi-Rad's Home Page

Tina Eliassi-Rad
The phonetic pronunciation of my lastname is: eh-LEE-ah-SEE RAH-d.

→ I am on sabbatical until September 2023. ←

Current Employment

Khoury College of Computer Sciences

Northeastern University

Core Faculty at

Network Science Institute, Northeastern University
Institute for Experiential AI, Northeastern University

External Faculty at

Affiliated Faculty at

NULab for Texts, Maps, and Networks, Northeastern University
Global Resilience Institute, Northeastern University
Cybersecurity and Privacy Institute, Northeastern University

Research Interests: Data Mining, Machine Learning, Network Science, Ethics of Artificial Intelligence.

Recently Co-organized Events

Can Algorithms Bend the Arc Toward Justice?

March 30 - April 1, 2022
A Santa Fe Institute Workshop

Teaching

[Spring 2022] Unsupervised Machine Learning and Data Mining (DS 5230)
[Fall 2021] Introduction to Computer Science Research (CS 3950)
[Fall 2021] Computer Science Research Seminar (CS 4950)
[Spring 2021] Network Science Data 2 (PHYS 7332)
[Fall 2020] Algorithms that Affect Lives (HONR 1310)
[Spring 2020] Algorithms that Affect Lives (HONR 1310)
[Fall 2019] Data Mining Techniques (CS 6220) cross-listed with Unsupervised Machine Learning and Data Mining (DS 5230)
[Spring 2019] Data Mining Techniques (CS 6220) cross-listed with Unsupervised Machine Learning and Data Mining (DS 5230)
[Fall 2018] Data Mining Techniques (CS 6220)
[Spring 2017] Data Mining Techniques (CS 6220)
[Spring 2016] Network Science Research (NETS 8984)
[Fall 2015] Pattern Recognition: Theory & Applications (16:198:535)
[Spring 2015] Introduction to Data Science (01:198:443)
[Fall 2014] Topics in Artificial Intelligence (16:198:598) -- Machine Learning with Large-scale Data
[Spring 2014] Machine Learning (16:198:536)
[Fall 2013] Introduction to Data Science (01:198:444)
[Spring 2013] Information in Networks: Theory, Algorithms, and Applications (16:198:672)
[Spring 2012] Machine Learning (16:198:536)
[Fall 2011] Introduction to Network Science: Theory, Algorithms, and Applications (01:198:442)
[Spring 2011] Graduate Seminar on Graph Mining and Network Analysis (16:198:672)
[Spring 2011] Light Seminar on Machine Learning (16:198:500:01)

Tutorials

Incompleteness in Networks: Biases, Skewed Results, and Some Solutions (with Rajmonda Caceres and Timothy LaRock)

[ACM KDD 2019] Abstract, Slides, and Resources

Graph Metric Spaces (with Jose Bento, Stratis Ioannidis, and Leo Torres)

Problems with Partially Observed (Incomplete) Networks: Biases, Skewed Results, and Solutions (with Sucheta Soundarajan and Sahely Bhadra)

[SIAM SDM 2018] Abstract, Slides, and Resources

Mining Smartphone and Mobility Data (with Spiros Papadimitriou, Katharina Morik, and Dimitrios Gunopulos)

[IEEE ICDM 2016] Abstract, Slides, and Resources

Mining Smartphone Mobility Data (with Spiros Papadimitriou)

[ICWSM 2016] Abstract, Slides, and Resources

Problems with Incomplete Networks: Biases, Skewed Results, and Solutions (with Sucheta Soundarajan, Ali Pinar, and Brian Gallagher)

[SIAM SDM 2016] Abstract, Slides, and Resources

Understanding Offline Political Systems by Mining Online Political Data (with David Lazer and Oren Tsur)

[WSDM 2016] Abstract, Slides

Mining Mobility Data (with Spiros Papadimitriou)

[WWW 2015] Abstract, Slides, Resources

Node and Graph Similarity: Theory and Applications (with Danai Koutra and Christos Faloutsos)

[IEEE ICDM 2014] Abstract and Slides

Node Similarity, Graph Similarity and Matching: Theory and Applications (with Danai Koutra and Christos Faloutsos)

[SIAM SDM 2014] Abstract and Slides

Mining Data from Mobile Devices: A Survey of Smart Sensing and Analytics (with Spiros Papadimitriou)

[ACM KDD 2013] Abstract, Slides, Resources

Discovering Roles and Anomalies in Graphs: Theory and Applications (with Christos Faloutsos)

[ECML PKDD 2013] Slides Part 1 and Part 2 (includes guided role discovery and role discovery over time )
[SIAM SDM 2012] Slides Part 1 and Part 2

Other Information

My Husband: Branden Fitelson

Email: tina at eliassi dot org