Lisa Singh

103 papers A* 6A 5B 17C 10Misc 2Journal 27Unranked 31
YearRankTypeTitle / Venue / Authors
2025 J jnl
Formal Bayesian Transfer Learning via the Total Risk Prior.
CoRR
Nathan Wycoff, Ali Arab, Lisa Singh
2025 J jnl
Impact on bias mitigation algorithms to variations in inferred sensitive attribute uncertainty.
Frontiers Artif. Intell.
Yanchen Wang, Lisa Singh
2025 J jnl
Understanding the role of sentiment and emotion for predicting forced displacement.
EPJ Data Sci.
Helge Marahrens, Ameeta Agrawal, Ali Arab, Katharine M. Donato, Yaguang Liu, Nathan Wycoff, Mohamed Ahmed, Colin Hwang, Lina Laghzaoui, Kate Liggio, Bernardo Medeiros, Jenny Park, Rich Pihlstrom, Eliza Salamon, Mattea Whitlow, Lisa Singh
2025 — conf
Using Stance Detection Models to Improve Our Understanding of the Firearm Policy Debate on Social Media.
ICDM (Workshops)
Camden Baucom, Imani Allah, Jelani Beaugris, Chloe Bogen, Rylee Brown, John Cheek, Kathleen Higgins, Erin Kendall, Charles Prince, Unzila Sakina, Riley Stacy, Sultana Yeasmin, Mohamed Ahmed, Rebecca Ansell, Lisa Singh
2025 — conf
Using Under-Represented Subgroup Fine Tuning to Improve Fairness for Disease Prediction.
BIOSTEC (2): HEALTHINF
Yanchen Wang, Rex Bone, Will Fleisher, Carole Roan Gresenz, Jean Mitchell, Wilbert van der Klaauw, Crystal Wang, Lisa Singh
2024 B conf
Are You Sure About That: Eliciting Natural Language Confidence Indicators from Chatbots.
HAI
Autumn Toney-Wails, Lisa Singh
2024 J jnl
Early Fusion of Features for Semantic Segmentation.
CoRR
Anupam Gupta, Ashok Krishnamurthy, Lisa Singh
2024 A conf
Intermedia Agenda Setting during the 2016 and 2020 U.S. Presidential Elections.
ICWSM
Yijing Chen, Yaguang Liu, Lisa Singh, Ceren Budak
2024 C conf
It is Time to Develop an Auditing Framework to Promote Value Aware Chatbots.
DATA
Yanchen Wang, Lisa Singh
2024 J jnl
It is Time to Develop an Auditing Framework to Promote Value Aware Chatbots.
CoRR
Yanchen Wang, Lisa Singh
2024 B conf
Let Me Generate That for You: Generative Data Augmentation for Misinformation Detection in Low-Resource Environments.
DSAA
Autumn Toney-Wails, Lisa Singh
2024 J jnl
Proximal Iteration for Nonlinear Adaptive Lasso.
CoRR
Nathan Wycoff, Lisa Singh, Ali Arab, Katharine M. Donato
2024 J jnl
The digital trail of Ukraine's 2022 refugee exodus.
J. Comput. Soc. Sci.
Nathan Wycoff, Lisa Singh, Ali Arab, Katharine M. Donato, Helge Marahrens
2024 J jnl
Utilizing External Knowledge to Enhance Location Prediction for Twitter/X Users in Low Resource Settings.
ACM Trans. Spatial Algorithms Syst.
Yaguang Liu, Lisa Singh
2023 J jnl
Adding guardrails to advanced chatbots.
CoRR
Yanchen Wang, Lisa Singh
2023 B conf
All Translation Tools Are Not Equal: Investigating the Quality of Language Translation for Forced Migration.
DSAA
Ameeta Agrawal, Lisa Singh, Elizabeth Jacobs, Yaguang Liu, Gwyneth Dunlevy, Rhitabrat Pokharel, Varun Uppala
2023 A conf
Combining vs. Transferring Knowledge: Investigating Strategies for Improving Demographic Inference in Low Resource Settings.
WSDM
Yaguang Liu, Lisa Singh
2023 C conf
Identifying High-Quality Training Data for Misinformation Detection.
DATA
Jaren Haber, Kornraphop Kawintiranon, Lisa Singh, Alexander Chen, Aidan Pizzo, Anna Pogrebivsky, Joyce Yang
2023 — conf
Investigating Scientific Misinformation Using Different Modes of Learning.
SDU@AAAI
Autumn Toney-Wails, Kornraphop Kawintiranon, Lisa Singh, Paul-Emmanuel Courtines, Alexander Lin, Haofei Zhang
2023 — conf
Mitigating demographic bias of machine learning models on social media.
EAAMO
Yanchen Wang, Lisa Singh
2023 J jnl
Using topic-noise models to generate domain-specific topics across data sources.
Knowl. Inf. Syst.
Rob Churchill, Lisa Singh
2022 A* conf
A Guided Topic-Noise Model for Short Texts.
WWW
Robert Churchill, Lisa Singh, Rebecca Ryan, Pamela Davis-Kean
2022 — conf
DeMis: Data-Efficient Misinformation Detection Using Reinforcement Learning.
ECML/PKDD (2)
Kornraphop Kawintiranon, Lisa Singh
2022 — conf
Dynamic Topic-Noise Models for Social Media.
PAKDD (2)
Rob Churchill, Lisa Singh
2022 C conf
Inferring #MeToo Experience Tweets using Classic and Neural Models.
DATA
Julianne Zech, Lisa Singh, Kornraphop Kawintiranon, Naomi Mezey, Jamillah Williams
2022 B conf
PoliBERTweet: A Pre-trained Language Model for Analyzing Political Content on Twitter.
LREC
Kornraphop Kawintiranon, Lisa Singh
2022 C conf
Students or Mechanical Turk: Who Are the More Reliable Social Media Data Labelers?
DATA
Lisa Singh, Rebecca Vanarsdall, Yanchen Wang, Carole Roan Gresenz
2022 J jnl
The Evolution of Topic Modeling.
ACM Comput. Surv.
Rob Churchill, Lisa Singh
2022 J jnl
Traditional and context-specific spam detection in low resource settings.
Mach. Learn.
Kornraphop Kawintiranon, Lisa Singh, Ceren Budak
2021 — conf
A Comparative Analysis of Classic and Deep Learning Models for Inferring Gender and Age of Twitter Users.
DeLTA
Yaguang Liu, Lisa Singh, Zeina Mneimneh
2021 A conf
Age Inference Using A Hierarchical Attention Neural Network.
CIKM
Yaguang Liu, Lisa Singh
2021 J jnl
Analyzing the impact of missing values and selection bias on fairness.
Int. J. Data Sci. Anal.
Yanchen Wang, Lisa Singh
2021 — conf
Knowledge Enhanced Masked Language Model for Stance Detection.
NAACL-HLT
Kornraphop Kawintiranon, Lisa Singh
2021 — conf
Text Analytic Research Portals: Supporting Large-Scale Social Science Research.
IEEE BigData
Lisa Singh, Colton Padden, Pamela Davis-Kean, Rabin David, Virinche Marwadi, Yiqing Ren, Rebecca Vanarsdall
2021 A* conf
Topic-Noise Models: Modeling Topic and Noise Distributions in Social Media Post Collections.
ICDM
Rob Churchill, Lisa Singh
2021 C conf
textPrep: A Text Preprocessing Toolkit for Topic Modeling on Social Media Data.
DATA
Rob Churchill, Lisa Singh
2020 J jnl
A first look at COVID-19 information and misinformation sharing on Twitter.
CoRR
Lisa Singh, Shweta Bansal, Leticia Bode, Ceren Budak, Guangqing Chi, Kornraphop Kawintiranon, Colton Padden, Rebecca Vanarsdall, Emily K. Vraga, Yanchen Wang
2020 J jnl
Identifying Meaningful Indirect Indicators of Migration for Different Conflicts.
CoRR
Lisa Singh, Katharine M. Donato, Ali Arab, Tomas Alvarez Belon, Abraham Fraifeld, Sean Fulmer, Douglas Post, Yanchen Wang
2020 B conf
Information Exposure From Relational Background Knowledge on Social Media.
DSAA
Shuo Liu, Lisa Singh, Kevin Tian
2020 J jnl
Social Media Data - Our Ethical Conundrum.
IEEE Data Eng. Bull.
Lisa Singh, Agoritsa Polyzou, Yanchen Wang, Jason Farr, Carole Roan Gresenz
2020 J jnl
Understanding high- and low-quality URL Sharing on COVID-19 Twitter streams.
J. Comput. Soc. Sci.
Lisa Singh, Leticia Bode, Ceren Budak, Kornraphop Kawintiranon, Colton Padden, Emily Vraga
2019 B ed.
2019 IEEE International Conference on Data Science and Advanced Analytics, DSAA 2019, Washington, DC, USA, October 5-8, 2019
DSAA
Lisa Singh, Richard D. De Veaux, George Karypis, Francesco Bonchi, Jennifer Hill
2019 A* conf
Blending Noisy Social Media Signals with Traditional Movement Variables to Predict Forced Migration.
KDD
Lisa Singh, Laila Wahedi, Yanchen Wang, Yifang Wei, Christo Kirov, Susan Martin, Katharine M. Donato, Yaguang Liu, Kornraphop Kawintiranon
2019 B conf
Exploring the Relationship Between Conversation Using #MeToo and University Harassment Policies.
DSAA
Julianne Zech, Fransiska Dale, Lisa Singh, Jamillah Williams, Naomi Mezey
2018 — conf
A Temporal Topic Model for Noisy Mediums.
PAKDD (2)
Rob Churchill, Lisa Singh, Christo Kirov
2018 — conf
Detecting and Using Buzz from Newspapers to Understand Patterns of Movement.
IEEE BigData
Julia Hocket, Yaguang Liu, Yifang Wei, Lisa Singh, Nathan Schneider
2018 — ch.
Modeling Social Preferences Based on Social Interactions.
Encyclopedia of Social Network Analysis and Mining. 2nd Ed.
Lisa Singh, Janet Mann
2018 J jnl
NSF BIGDATA PI Meeting - Domain-Specific Research Directions and Data Sets.
SIGMOD Rec.
Lisa Singh, Amol Deshpande, Wenchao Zhou, Arindam Banerjee, Alex J. Bowers, Sorelle A. Friedler, H. V. Jagadish, George Karypis, Zoran Obradovic, Anil Vullikanti, Wangda Zuo
2018 J jnl
Using semantic graphs to detect overlapping target events and story lines from newspaper articles.
Int. J. Data Sci. Anal.
Yifang Wei, Lisa Singh, David Buttler, Brian Gallagher
2017 — conf
EOS: A multilingual text archive of international newspaper & blog articles.
IEEE BigData
Lisa Singh, Raghu Pemmaraju
2017 — conf
Understanding the impact of sampling and noise on detecting events using twitter.
IEEE BigData
Yifang Wei, Lisa Singh
2017 — conf
Using Network Flows to Identify Users Sharing Extremist Content on Social Media.
PAKDD (1)
Yifang Wei, Lisa Singh
2016 B conf
ASONAM 2016 panel: Social network analysis for social good.
ASONAM
V. S. Subrahmanian, Lada A. Adamic, Lise Getoor, Evimaria Terzi, Brian Uzzi, Lisa Singh
2016 A* conf
Anonymizing Query Logs by Differential Privacy.
SIGIR
Sicong Zhang, Grace Hui Yang, Lisa Singh
2016 — ch.
Data Ethics - Attaining Personal Privacy on the Web.
Ethical Reasoning in Big Data
Lisa Singh
2016 B conf
Generating risk reduction recommendations to decrease vulnerability of public online profiles.
ASONAM
Janet Zhu, Sicong Zhang, Lisa Singh, Grace Hui Yang, Micah Sherr
2016 B conf
Identification of extremism on Twitter.
ASONAM
Yifang Wei, Lisa Singh, Susan Martin
2016 B conf
Overlapping Target Event and Story Line Detection of Online Newspaper Articles.
DSAA
Yifang Wei, Lisa Singh, Brian Gallagher, David Buttler
2016 — conf
Safelog: Supporting Web Search and Mining by Differentially-Private Query Logs.
AAAI Fall Symposia
Sicong Zhang, Grace Hui Yang, Lisa Singh, Li Xiong
2015 — conf
Helping Users Understand Their Web Footprints.
WWW (Companion Volume)
Lisa Singh, Grace Hui Yang, Micah Sherr, Yifang Wei, Andrew Hian-Cheong, Kevin Tian, Janet Zhu, Sicong Zhang, Tavish Vaidya, Elchin Asgarli
2015 B conf
Public Information Exposure Detection: Helping Users Understand Their Web Footprints.
ASONAM
Lisa Singh, Grace Hui Yang, Micah Sherr, Andrew Hian-Cheong, Kevin Tian, Janet Zhu, Sicong Zhang
2015 J jnl
Query Operators for Comparing Uncertain Graphs.
Trans. Large Scale Data Knowl. Centered Syst.
Denis Dimitrov, Lisa Singh, Janet Mann
2014 J jnl
Exploring community structure in biological networks with random graphs.
BMC Bioinform.
Pratha Sah, Lisa Singh, Aaron Clauset, Shweta Bansal
2014 — conf
Increased Information Leakage from Text.
PIR@SIGIR
Sicong Zhang, Hui Yang, Lisa Singh
2014 A conf
Membership Detection Using Cooperative Data Mining Algorithms.
SDM
Calvin Newport, Lisa Singh, Yiqing Ren
2014 — ch.
Modeling Social Preferences Based on Social Interactions.
Encyclopedia of Social Network Analysis and Mining
Lisa Singh, Janet Mann
2013 — conf
A process-centric data mining and visual analytic tool for exploring complex social networks.
IDEA@KDD
Denis Dimitrov, Lisa Singh, Janet Mann
2013 — conf
Comparison Queries for Uncertain Graphs.
DEXA (2)
Denis Dimitrov, Lisa Singh, Janet Mann
2013 C conf
Identifying individual vulnerability based on public data.
PST
John Ferro, Lisa Singh, Micah Sherr
2013 — conf
Understanding Site-Based Inference Potential for Identifying Hidden Attributes.
SocialCom
W. Brad Moore, Yifang Wei, Adam Orshefsky, Micah Sherr, Lisa Singh, Hui Yang
2013 B conf
Understanding evolving group structures in time-varying networks.
ASONAM
Paul Caravelli, Yifang Wei, Daniel Subak, Lisa Singh, Janet Mann
2013 — conf
Using substructure mining to identify misbehavior in network provenance graphs.
GRADES
David DeBoer, Wenchao Zhou, Lisa Singh
2012 — conf
EWNI: Efficient Anonymization of Vulnerable Individuals in Social Networks.
PAKDD (2)
Frank Nagle, Lisa Singh, Aris Gkoulalas-Divanis
2012 C conf
Exploring re-identification risks in public domains.
PST
Aditi Ramachandran, Lisa Singh, Edward Porter, Frank Nagle
2012 — conf
SHARD: A Framework for Sequential, Hierarchical Anomaly Ranking and Detection.
PAKDD (2)
Jason Robinson, Margaret Lonergan, Lisa Singh, Allison Candido, Mehmet Sayal
2012 — conf
Stability vs. Diversity: Understanding the Dynamics of Actors in Time-Varying Affiliation Networks.
SocialInformatics
Hossam Sharara, Lisa Singh, Lise Getoor, Janet Mann
2011 — conf
G-PARE: A visual analytic tool for comparative analysis of uncertain graphs.
IEEE VAST
Hossam Sharara, Awalin Sopan, Galileo Namata, Lise Getoor, Lisa Singh
2011 — conf
Privately Detecting Pairwise Correlations in Distributed Time Series.
SocialCom/PASSAT
Mehmet Sayal, Lisa Singh
2011 J jnl
Understanding actor loyalty to event-based groups in affiliation networks.
Soc. Netw. Anal. Min.
Hossam Sharara, Lisa Singh, Lise Getoor, Janet Mann
2011 Misc conf
Visualizing node attribute uncertainty in graphs.
Visualization and Data Analysis
Nathaniel Cesario, Alex Pang, Lisa Singh
2010 — conf
Identifying Similar Neighborhood Structures in Private Social Networks.
ICDM Workshops
Lisa Singh, Clare Schramm
2010 — ch.
Perspectives on Social Network Analysis for Observational Scientific Data.
Handbook of Social Network Technologies
Lisa Singh, Elisa Jayne Bienenstock, Janet Mann
2009 B conf
Can Friends Be Trusted? Exploring Privacy in Online Social Networks.
ASONAM
Frank Nagle, Lisa Singh
2009 C conf
Generating Abstract Networks Using Multi-relational Biological Data.
IV
Paul Caravelli, Mitchell Beard, Brian Gopalan, Lisa Singh, Zhang-Zhi Hu
2009 J jnl
Privately detecting bursts in streaming, distributed time series data.
Data Knowl. Eng.
Lisa Singh, Mehmet Sayal
2009 B conf
The Dynamics of Actor Loyalty to Groups in Affiliation Networks.
ASONAM
Hossam Sharara, Lisa Singh, Lise Getoor, Janet Mann
2008 — ch.
Challenges for Dynamic Heterogeneous Networks in Observational Sciences.
Next Generation of Data Mining
Lisa Singh
2008 — conf
Privacy-Preserving Collaborative Social Networks.
ISI Workshops
Justin Zhan, Gary Blosser, Christopher C. Yang, Lisa Singh
2008 J jnl
Software Engineering for Web Services Workflow Systems.
Int. J. Softw. Eng. Knowl. Eng.
M. Brian Blake, Lisa Singh
2008 B conf
Structure-Based Hierarchical Transformations for Interactive Visual Exploration of Social Networks.
PAKDD
Lisa Singh, Mitchell Beard, Brian Gopalan, Gregory Nelson
2007 — conf
C-GROUP: A Visual Analytic Tool for Pairwise Analysis of Dynamic Group Membership.
IEEE VAST
Hyunmo Kang, Lise Getoor, Lisa Singh
2007 — conf
Detecting Aggregate Bursts from Scaled Bins within the Context of Privacy.
ICDE Workshops
Mehmet Sayal, Lisa Singh
2007 J jnl
Increasing the Predictive Power of Affiliation Networks.
IEEE Data Eng. Bull.
Lisa Singh, Lise Getoor
2007 Misc conf
Measuring Topological Anonymity in Social Networks.
GrC
Lisa Singh, Justin Zhan
2007 C conf
Privacy Preserving Burst Detection of Distributed Time Series Data Using Linear Transforms.
CIDM
Lisa Singh, Mehmet Sayal
2007 C conf
Visual Mining of Multi-Modal Social Networks at Different Abstraction Levels.
IV
Lisa Singh, Mitchell Beard, Lise Getoor, M. Brian Blake
2007 J jnl
Visual analysis of dynamic group membership in temporal social networks.
SIGKDD Explor.
Hyunmo Kang, Lise Getoor, Lisa Singh
2006 J jnl
Experience Report: A Component-Based Data Management and Knowledge Discovery Framework for Aviation Studies.
Int. J. Inf. Technol. Web Eng.
M. Brian Blake, Lisa Singh, Andrew B. Williams, Wendell Norman, Amy L. Silva
2005 A* conf
Pruning Social Networks Using Structural Properties and Descriptive Attributes.
ICDM
Lisa Singh, Lise Getoor, Louis Licamele
1999 B conf
An Algorithm for Constrained Association Rule Mining in Semi-structured Data.
PAKDD
Lisa Singh, Bin Chen, Rebecca Haight, Peter Scheuermann
1999 — conf
IRIS: our prototype rule generation system.
Data Mining and Knowledge Discovery: Theory, Tools, and Technology
Lisa Singh, Peter Scheuermann, Bin Chen
1998 A* conf
A Robust System Architecture for Mining Semi-Structured Data.
KDD
Lisa Singh, Bin Chen, Rebecca Haight, Peter Scheuermann, Kiyoko Aoki
1997 A conf
Generating Association Rules from Semi-Structured Documents Using an Extended Concept Hierarchy.
CIKM
Lisa Singh, Peter Scheuermann, Bin Chen