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ORCIDElena Zheleva
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Books and Theses
- 2012
[b1]Elena Zheleva, Evimaria Terzi, Lise Getoor:
Privacy in Social Networks. Synthesis Lectures on Data Mining and Knowledge Discovery, Morgan & Claypool Publishers 2012, ISBN 978-3-031-00773-6
Journal Articles
- 2024
- [j7]Andrew Wentzel
, Lauren Levine, Vipul Dhariwal, Zahra Fatemi, Abari Bhattacharya, Barbara Di Eugenio, Andrew Rojecki, Elena Zheleva, G. Elisabeta Marai:
MOTIV: Visual Exploration of Moral Framing in Social Media. Comput. Graph. Forum 43(6) (2024) - [j6]Zahra Fatemi, Elena Zheleva:
Network experiment designs for inferring causal effects under interference. Frontiers Big Data 6 (2024) - 2021
- [j5]Tianshu Sun, Siva Viswanathan, Elena Zheleva:
Creating Social Contagion Through Firm-Mediated Message Design: Evidence from a Randomized Field Experiment. Manag. Sci. 67(2): 808-827 (2021) - [j4]Tianshu Sun, Siva Viswanathan, Ni Huang, Elena Zheleva:
Designing Promotional Incentives to Embrace Social Sharing: Evidence from Field and Online Experiments. MIS Q. 45(2) (2021) - [j3]Chainarong Amornbunchornvej, Elena Zheleva, Tanya Y. Berger-Wolf:
Variable-lag Granger Causality and Transfer Entropy for Time Series Analysis. ACM Trans. Knowl. Discov. Data 15(4): 67:1-67:30 (2021) - 2019
- [j2]Tianshu Sun, Lanfei Shi, Siva Viswanathan, Elena Zheleva:
Motivating Effective Mobile App Adoptions: Evidence from a Large-Scale Randomized Field Experiment. Inf. Syst. Res. 30(2): 523-539 (2019) - 2008
- [j1]Elena Zheleva, Aleksander Kolcz, Lise Getoor:
Trusting spam reporters: A reporter-based reputation system for email filtering. ACM Trans. Inf. Syst. 27(1): 3:1-3:27 (2008)
Conference and Workshop Papers
- 2024
- [c33]Zahra Fatemi, Jean Pouget-Abadie, Elena Zheleva:
Cascade-Based Randomization for Inferring Causal Effects under Diffusion Interference. ICWSM 2024: 394-407 - [c32]Rochana Chaturvedi, Sugat Chaturvedi, Elena Zheleva:
Bridging or Breaking: Impact of Intergroup Interactions on Religious Polarization. WWW 2024: 2672-2683 - 2023
- [c31]Ragib Ahsan, David Arbour, Elena Zheleva:
Learning Relational Causal Models with Cycles through Relational Acyclification. AAAI 2023: 12164-12171 - 2022
- [c30]Christopher Tran, Elena Zheleva:
Heterogeneous Peer Effects in the Linear Threshold Model. AAAI 2022: 4175-4183 - [c29]Ragib Ahsan, David Arbour, Elena Zheleva:
Relational Causal Models with Cycles: Representation and Reasoning. CLeaR 2022: 1-18 - [c28]Zahra Fatemi, Abari Bhattacharya, Andrew Wentzel, Vipul Dhariwal, Lauren Levine, Andrew Rojecki, G. Elisabeta Marai, Barbara Di Eugenio, Elena Zheleva:
Understanding Stay-at-home Attitudes through Framing Analysis of Tweets. DSAA 2022: 1-10 - [c27]Christopher Tran, Elena Zheleva:
Improving Data-driven Heterogeneous Treatment Effect Estimation Under Structure Uncertainty. KDD 2022: 1787-1797 - [c26]Ragib Ahsan, Zahra Fatemi, David Arbour, Elena Zheleva:
Non-parametric inference of relational dependence. UAI 2022: 54-63 - [c25]Zohreh Ovaisi, Shelby Heinecke, Jia Li, Yongfeng Zhang, Elena Zheleva, Caiming Xiong:
RGRecSys: A Toolkit for Robustness Evaluation of Recommender Systems. WSDM 2022: 1597-1600 - 2021
- [c24]Yuzi He, Christopher Tran, Julie Jiang, Keith Burghardt, Emilio Ferrara, Elena Zheleva, Kristina Lerman:
Heterogeneous Effects of Software Patches in aMultiplayer Online Battle Arena Game. FDG 2021: 11:1-11:9 - [c23]Shishir Adhikari, Akshay Uppal, Robin Mermelstein, Tanya Y. Berger-Wolf, Elena Zheleva:
Understanding the Dynamics between Vaping and Cannabis Legalization Using Twitter Opinions. ICWSM 2021: 14-25 - [c22]Elena Zheleva, David Arbour:
Causal Inference from Network Data. KDD 2021: 4096-4097 - [c21]Zohreh Ovaisi, Kathryn Vasilaky, Elena Zheleva:
Propensity-Independent Bias Recovery in Offline Learning-to-Rank Systems. SIGIR 2021: 1763-1767 - [c20]Mohammad Taha Khan, Christopher Tran, Shubham Singh, Dimitri Vasilkov, Chris Kanich, Blase Ur, Elena Zheleva:
Helping Users Automatically Find and Manage Sensitive, Expendable Files in Cloud Storage. USENIX Security Symposium 2021: 1145-1162 - 2020
- [c19]Usman Shahid, Barbara Di Eugenio, Andrew Rojecki, Elena Zheleva:
Detecting and understanding moral biases in news. NUSE@ACL 2020: 120-125 - [c18]Zahra Fatemi, Elena Zheleva:
Minimizing Interference and Selection Bias in Network Experiment Design. ICWSM 2020: 176-186 - [c17]Zohreh Ovaisi, Ragib Ahsan, Yifan Zhang, Kathryn Vasilaky, Elena Zheleva:
Correcting for Selection Bias in Learning-to-rank Systems. WWW 2020: 1863-1873 - 2019
- [c16]Christopher Tran, Elena Zheleva:
Learning Triggers for Heterogeneous Treatment Effects. AAAI 2019: 5183-5190 - [c15]Mainack Mondal, Günce Su Yilmaz, Noah Hirsch, Mohammad Taha Khan, Michael Tang, Christopher Tran, Chris Kanich, Blase Ur, Elena Zheleva:
Moving Beyond Set-It-And-Forget-It Privacy Settings on Social Media. CCS 2019: 991-1008 - [c14]Chainarong Amornbunchornvej, Elena Zheleva, Tanya Y. Berger-Wolf:
Variable-Lag Granger Causality for Time Series Analysis. DSAA 2019: 21-30 - [c13]Mahnaz Roshanaei, Christopher Tran, Sylvia Morelli, Cornelia Caragea, Elena Zheleva:
Paths to Empathy: Heterogeneous Effects of Reading Personal Stories Online. DSAA 2019: 570-579 - [c12]Tianshu Sun, Siva Viswanathan, Nina Huang, Elena Zheleva:
Designing Promotion Incentive to Embrace Social Sharing: Evidence from Field and Lab Experiments. ICIS 2019 - 2017
- [c11]Joseph J. Pfeiffer III, Elena Zheleva:
Optimizing the Effectiveness of Incentivized Social Sharing. ASONAM 2017: 119-122 - [c10]Ios Kotsogiannis, Elena Zheleva, Ashwin Machanavajjhala:
Directed Edge Recommender System. WSDM 2017: 525-533 - 2014
- [c9]Tianshu Sun, Siva Viswanathan, Elena Zheleva:
Impact of Message Design on Online Interactions: An Empirical Investigation. ICEC 2014: 64 - [c8]Tianshu Sun, Siva Viswanathan, Elena Zheleva:
Understanding the Effects of Message Design on Firm-Mediated Online Social Interactions: A Randomized Field Experiment. ICIS 2014 - 2010
- [c7]Elena Zheleva, John Guiver, Eduarda Mendes Rodrigues, Natasa Milic-Frayling:
Statistical models of music-listening sessions in social media. WWW 2010: 1019-1028 - 2009
- [c6]Elena Zheleva, Hossam Sharara, Lise Getoor:
Co-evolution of social and affiliation networks. KDD 2009: 1007-1016 - [c5]Elena Zheleva, Lise Getoor:
To join or not to join: the illusion of privacy in social networks with mixed public and private user profiles. WWW 2009: 531-540 - 2008
- [c4]Elena Zheleva, Lise Getoor, Jennifer Golbeck, Ugur Kuter:
Using Friendship Ties and Family Circles for Link Prediction. SNAKDD 2008: 97-113 - 2007
- [c3]Anthony Don, Elena Zheleva, Machon Gregory, Sureyya Tarkan, Loretta Auvil, Tanya E. Clement, Ben Shneiderman, Catherine Plaisant:
Discovering interesting usage patterns in text collections: integrating text mining with visualization. CIKM 2007: 213-222 - [c2]Elena Zheleva, Lise Getoor:
Preserving the Privacy of Sensitive Relationships in Graph Data. PinKDD 2007: 153-171 - 2006
- [c1]Elena Zheleva, Abdullah N. Arslan:
Fast Motif Search in Protein Sequence Databases. CSR 2006: 670-681
Parts in Books or Collections
- 2019
- [p2]Joseph J. Pfeiffer III, Elena Zheleva:
Incentivized Social Sharing: Characteristics and Optimization. Influence and Behavior Analysis in Social Networks and Social Media 2019: 149-174 - 2011
- [p1]Elena Zheleva, Lise Getoor:
Privacy in Social Networks: A Survey. Social Network Data Analytics 2011: 277-306
Informal and Other Publications
- 2024
- [i23]Rochana Chaturvedi, Sugat Chaturvedi, Elena Zheleva:
Bridging or Breaking: Impact of Intergroup Interactions on Religious Polarization. CoRR abs/2402.11895 (2024) - [i22]Andrew Wentzel, Lauren Levine, Vipul Dhariwal, Zarah Fatemi, Abari Bhattacharya, Barbara Di Eugenio, Andrew Rojecki, Elena Zheleva, G. Elisabeta Marai:
MOTIV: Visual Exploration of Moral Framing in Social Media. CoRR abs/2403.14696 (2024) - [i21]Zahra Fatemi, Jean Pouget-Abadie, Elena Zheleva:
Cascade-based Randomization for Inferring Causal Effects under Diffusion Interference. CoRR abs/2405.12340 (2024) - [i20]Kenya S. Andrews, Mesrob I. Ohannessian, Elena Zheleva:
See Me and Believe Me: Causality and Intersectionality in Testimonial Injustice in Healthcare. CoRR abs/2410.01227 (2024) - 2023
- [i19]Christopher Tran, Keith Burghardt, Kristina Lerman, Elena Zheleva:
Data-Driven Estimation of Heterogeneous Treatment Effects. CoRR abs/2301.06615 (2023) - [i18]Shishir Adhikari, Elena Zheleva:
Inferring Causal Effects Under Heterogeneous Peer Influence. CoRR abs/2305.17479 (2023) - [i17]Zahra Fatemi, Elena Zheleva:
Contagion Effect Estimation Using Proximal Embeddings. CoRR abs/2306.02479 (2023) - [i16]Zahra Fatemi, Minh Huynh, Elena Zheleva, Zamir Syed, Xiaojun Di:
Mitigating Cold-start Forecasting using Cold Causal Demand Forecasting Model. CoRR abs/2306.09261 (2023) - [i15]Andrew Wentzel, Lauren Levine, Vipul Dhariwal, Zahra Fatemi, Barbara Di Eugenio, Andrew Rojecki, Elena Zheleva, G. Elisabeta Marai:
A Lens to Pandemic Stay at Home Attitudes. CoRR abs/2308.13552 (2023) - [i14]Ahmed Sayeed Faruk, Elena Zheleva:
Leveraging heterogeneous spillover effects in maximizing contextual bandit rewards. CoRR abs/2310.10259 (2023) - 2022
- [i13]Zohreh Ovaisi, Shelby Heinecke, Jia Li, Yongfeng Zhang, Elena Zheleva, Caiming Xiong:
RGRecSys: A Toolkit for Robustness Evaluation of Recommender Systems. CoRR abs/2201.04399 (2022) - [i12]Christopher Tran, Elena Zheleva:
Heterogeneous Peer Effects in the Linear Threshold Model. CoRR abs/2201.11242 (2022) - [i11]Ragib Ahsan, David Arbour, Elena Zheleva:
Relational Causal Models with Cycles: Representation and Reasoning. CoRR abs/2202.10706 (2022) - [i10]Christopher Tran, Elena Zheleva:
Improving Data-driven Heterogeneous Treatment Effect Estimation Under Structure Uncertainty. CoRR abs/2206.12689 (2022) - [i9]Ragib Ahsan, Zahra Fatemi, David Arbour, Elena Zheleva:
Non-Parametric Inference of Relational Dependence. CoRR abs/2207.00163 (2022) - [i8]Ragib Ahsan, David Arbour, Elena Zheleva:
Learning Relational Causal Models with Cycles through Relational Acyclification. CoRR abs/2208.12210 (2022) - [i7]Zahra Fatemi, Abari Bhattacharya, Andrew Wentzel, Vipul Dhariwal, Lauren Levine, Andrew Rojecki, G. Elisabeta Marai, Barbara Di Eugenio, Elena Zheleva:
Understanding Stay-at-home Attitudes through Framing Analysis of Tweets. CoRR abs/2209.05729 (2022) - 2021
- [i6]Shishir Adhikari, Akshay Uppal, Robin Mermelstein, Tanya Y. Berger-Wolf, Elena Zheleva:
Understanding the Dynamics between Vaping and Cannabis Legalization Using Twitter Opinions. CoRR abs/2106.11029 (2021) - [i5]Yuzi He, Christopher Tran, Julie Jiang, Keith Burghardt, Emilio Ferrara, Elena Zheleva, Kristina Lerman:
Heterogeneous Effects of Software Patches in a Multiplayer Online Battle Arena Game. CoRR abs/2110.14632 (2021) - 2020
- [i4]Zohreh Ovaisi, Ragib Ahsan, Yifan Zhang, Kathryn Vasilaky, Elena Zheleva:
Correcting for Selection Bias in Learning-to-rank Systems. CoRR abs/2001.11358 (2020) - [i3]Chainarong Amornbunchornvej, Elena Zheleva, Tanya Y. Berger-Wolf:
Variable-lag Granger Causality and Transfer Entropy for Time Series Analysis. CoRR abs/2002.00208 (2020) - [i2]Zahra Fatemi, Elena Zheleva:
Minimizing Interference and Selection Bias in Network Experiment Design. CoRR abs/2004.07225 (2020) - 2019
- [i1]Chainarong Amornbunchornvej, Elena Zheleva, Tanya Y. Berger-Wolf:
Variable-lag Granger Causality for Time Series Analysis. CoRR abs/1912.10829 (2019)
Coauthor Index
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