Publications
This section contains publications published by ISI over the past several decades.
2021
Relational Learning to Capture the Dynamics and Sparsity of Knowledge Graphs
Mehrnoosh Mirtaheri
Proceedings of the AAAI Conference on Artificial Intelligence 35 (18), 15724 …, 2021
Graph traversal with tensor functionals: A meta-algorithm for scalable learning
Elan Markowitz*, Keshav Balasubramanian*, Mehrnoosh Mirtaheri*, Sami* Abu-El-Haija, Bryan Perozzi, Greg Ver Steeg, Aram Galstyan
arXiv preprint arXiv:2102.04350, 2021
Identifying and analyzing cryptocurrency manipulations in social media
Mehrnoosh Mirtaheri, Sami Abu-El-Haija, Fred Morstatter, Greg Ver Steeg, Aram Galstyan
IEEE Transactions on Computational Social Systems 8 (3), 607-617, 2021
Models, Markets, and the Forecasting of Elections
Rajiv Sethi, Julie Seager, Emily Cai, Daniel M Benjamin, Fred Morstatter
arXiv preprint arXiv:2102.04936, 2021
Systematizing confidence in open research and evidence (SCORE)
Nazanin Alipourfard, Beatrix Arendt, Daniel M Benjamin, Noam Benkler, Michael Bishop, Mark Burstein, Martin Bush, James Caverlee, Yiling Chen, Chae Clark, Anna Dreber Almenberg, Timothy M Errington, Fiona Fidler, Nicholas Fox, Aaron Frank, Hannah Fraser, Scott Friedman, Ben Gelman, James Gentile, Jian Wu, SCORE Collaboration
SocArXiv, 2021
" Stop Asian hate!": refining detection of anti-Asian hate speech during the covid-19 pandemic
Huy Nghiem, Fred Morstatter
arXiv preprint arXiv:2112.02265, 2021
I'll Play on My Other Account: The Network and Behavioral Differences of Sybils
Fred Morstatter, Do Own Kim, Natalie Jonckheere, Calvin Liu, Malika Seth, Dmitri Williams
Proceedings of the ACM on Human-Computer Interaction 5 (CHI PLAY), 1-18, 2021
Analyzing race and citizenship bias in Wikidata
Zaina Shaik, Filip Ilievski, Fred Morstatter
2021 IEEE 18th international conference on mobile Ad Hoc and smart systems …, 2021
AutoTrigger: label-efficient and robust named entity recognition with auxiliary trigger extraction
Dong-Ho Lee, Ravi Kiran Selvam, Sheikh Muhammad Sarwar, Bill Yuchen Lin, Fred Morstatter, Jay Pujara, Elizabeth Boschee, James Allan, Xiang Ren
arXiv preprint arXiv:2109.04726, 2021
Attributing fair decisions with attention interventions
Ninareh Mehrabi, Umang Gupta, Fred Morstatter, Greg Ver Steeg, Aram Galstyan
arXiv preprint arXiv:2109.03952, 2021
Social bots and their coordination during online campaigns: a survey
Tuja Khaund, Baris Kirdemir, Nitin Agarwal, Huan Liu, Fred Morstatter
IEEE Transactions on Computational Social Systems 9 (2), 530-545, 2021
Analyzing race and country of citizenship bias in wikidata
Zaina Shaik, Filip Ilievski, Fred Morstatter
arXiv preprint arXiv:2108.05412, 2021
A survey on bias and fairness in machine learning
Ninareh Mehrabi, Fred Morstatter, Nripsuta Saxena, Kristina Lerman, Aram Galstyan
ACM computing surveys (CSUR) 54 (6), 1-35, 2021
Identifying distributional perspectives from colingual groups
Yufei Tian, Tuhin Chakrabarty, Fred Morstatter, Nanyun Peng
Proceedings of the Ninth International Workshop on Natural Language …, 2021
Organizational Artifacts of Code Development
Parisa Kaghazgaran, Nichola Lubold, Fred Morstatter
arXiv preprint arXiv:2105.14637, 2021
Exacerbating algorithmic bias through fairness attacks
Ninareh Mehrabi, Muhammad Naveed, Fred Morstatter, Aram Galstyan
Proceedings of the AAAI Conference on Artificial Intelligence 35 (10), 8930-8938, 2021
User experiences on network testbeds
Jelena Mirkovic, Portia Pusey
Proceedings of the 14th Cyber Security Experimentation and Test Workshop, 72-82, 2021
Defending Web Servers Against Flash Crowd Attacks
Genevieve Bartlett, Jelena Mirkovic
Applied Cryptography and Network Security: 19th International Conference …, 2021
Collaborative DoS Defenses
Jelena Mirkovic
Encyclopedia of Cryptography, Security and Privacy, 1-5, 2021
Malware behavior through network trace analysis
Xiyue Deng, Jelena Mirkovic
Selected Papers from the 12th International Networking Conference: INC 2020 …, 2021