Pang-Ning Tan | Scholar Profiles and Rankings

Publications and Citation History

Publications based on Top Specialties

Types of Publication

Publications
Books
Patents
NIH/NSF

Add Delete
Vaccine rhetoric on social media and COVID-19 vaccine uptake rates: A triangulation using self-reported vaccine acceptance (journal article) Nelson, Victoria \| Bashyal, Bidhan \| Tan, Pang-Ning \| Argyris, Young Anna Social Science & Medicine, volume 348 (2024). 10.1016/j.socscimed.2024.116775 Cite \| Source
Population Graph Cross-Network Node Classification for Autism Detection Across Sample Groups (conference) Stephens, Anna \| Santos, Francisco \| Tan, Pang-Ning \| Esfahanian, Abdol-Hossein 2023 IEEE International Conference on Data Mining Workshops (ICDMW) (2023) Shanghai, China 10.1109/ICDMW60847.2023.00050 Cite \| Source
Influence Propagation for Linear Threshold Model with Graph Neural Networks (conference) Santos, Francisco \| Stephens, Anna \| Tan, Pang-Ning \| Esfahanian, Abdol-Hossein 2023 IEEE International Conference on Data Mining Workshops (ICDMW) (2023) Shanghai, China 10.1109/ICDMW60847.2023.00149 Cite \| Source
SimEXT: Self-supervised Representation Learning for Extreme Values in Time Series (conference) Galib, Asadullah Hill \| Tan, Pang-Ning \| Luo, Lifeng 2023 IEEE International Conference on Data Mining (ICDM) (2023) Shanghai, China 10.1109/ICDM58522.2023.00119 Cite \| Source
Self-Recover: Forecasting Block Maxima in Time Series from Predictors with Disparate Temporal Coverage Using Self-Supervised Learning (conference) Galib, Asadullah Hill \| McDonald, Andrew \| Tan, Pang-Ning \| Luo, Lifeng Thirty-Second International Joint Conference on Artificial Intelligence {IJCAI-23} (2023) Macau, SAR China 10.24963/ijcai.2023/414 Cite \| Source
Fairness-Aware Graph Sampling for Network Analysis (conference) Masrour, Farzan \| Santos, Francisco \| Tan, Pang-Ning \| Esfahanian, Abdol-Hossein 2022 IEEE International Conference on Data Mining (ICDM) (2022) Orlando, FL, USA 10.1109/ICDM54844.2022.00139 Cite \| Source
Beyond Point Prediction: Capturing Zero-Inflated & Heavy-Tailed Spatiotemporal Data with Deep Extreme Mixture Models (conference) Wilson, Tyler \| McDonald, Andrew \| Galib, Asadullah Hill \| Tan, Pang-Ning \| Luo, Lifeng KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (2022) Washington DC USA 10.1145/3534678.3539464 Cited by (3) \| Cite \| Source
FACS-GCN: Fairness-Aware Cost-Sensitive Boosting of Graph Convolutional Networks (conference) Santos, Francisco \| Ye, Junke \| Masrour, Farzan \| Tan, Pang-Ning \| Esfahanian, Abdol-Hossein 2022 International Joint Conference on Neural Networks (IJCNN) (2022) Padua, Italy 10.1109/IJCNN55064.2022.9892919 Cite \| Source
DeepExtrema: A Deep Learning Approach for Forecasting Block Maxima in Time Series Data (conference) Galib, Asadullah Hill \| McDonald, Andrew \| Wilson, Tyler \| Luo, Lifeng \| Tan, Pang-Ning Thirty-First International Joint Conference on Artificial Intelligence {IJCAI-22} (2022) Vienna, Austria 10.24963/ijcai.2022/413 Cited by (3) \| Cite \| Source
COMET Flows: Towards Generative Modeling of Multivariate Extremes and Tail Dependence (conference) McDonald, Andrew \| Tan, Pang-Ning \| Luo, Lifeng Thirty-First International Joint Conference on Artificial Intelligence {IJCAI-22} (2022) Vienna, Austria 10.24963/ijcai.2022/462 Cited by (1) \| Cite \| Source
Using Deep Learning to Identify Linguistic Features that Facilitate or Inhibit the Propagation of Anti- and Pro-Vaccine Content on Social Media (conference) Argyris, Young Anna \| Zhang, Nan \| Bashyal, Bidhan \| Tan, Pang-Ning 2022 IEEE International Conference on Digital Health (ICDH) (2022) Barcelona, Spain 10.1109/ICDH55609.2022.00025 Cited by (1) \| Cite \| Source
DeepGPD: A Deep Learning Approach for Modeling Geospatio-Temporal Extreme Events (journal article) Wilson, Tyler \| Tan, Pang-Ning \| Luo, Lifeng Proceedings of the AAAI Conference on Artificial Intelligence, volume 36, issue 4, pages 4245-4253 (2022). 10.1609/aaai.v36i4.20344 Cited by (4) \| Cite \| Source
Unsupervised Anomaly Detection by Robust Density Estimation (journal article) Liu, Boyang \| Tan, Pang-Ning \| Zhou, Jiayu Proceedings of the AAAI Conference on Artificial Intelligence, volume 36, issue 4, pages 4101-4108 (2022). 10.1609/aaai.v36i4.20328 Cited by (4) \| Cite \| Source
Trick or Drink: Offline and Social Media Hierarchical Normative Influences on Halloween Celebration Drinking (journal article) Alhabash, Saleem \| Kanver, Duygu \| Lou, Chen \| Smith, Sandi W. \| Tan, Pang-Ning Health Communication, volume 36, issue 14, pages 1942-1948 (2021). 10.1080/10410236.2020.1808406 Cited by (8) \| Cite \| Source
Automated Analysis of the US Drought Monitor Maps With Machine Learning and Multiple Drought Indicators (journal article) Hatami Bahman Beiglou, Pouyan \| Luo, Lifeng \| Tan, Pang-Ning \| Pei, Lisi Frontiers in Big Data, volume 4 (2021). 10.3389/fdata.2021.750536 Cited by (1) \| Cite \| Source
JOHAN (conference) Wang, Ding \| Tan, Pang-Ning KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (2021) Virtual Event Singapore 10.1145/3447548.3467400 Cited by (2) \| Cite \| Source
RCA: A Deep Collaborative Autoencoder Approach for Anomaly Detection (conference) Liu, Boyang \| Wang, Ding \| Lin, Kaixiang \| Tan, Pang-Ning \| Zhou, Jiayu Thirtieth International Joint Conference on Artificial Intelligence {IJCAI-21} (2021) Montreal, Canada 10.24963/ijcai.2021/208 Cited by (15) \| Cite \| Source
Spatio-Temporal Multi-Task Learning via Tensor Decomposition (journal article) Xu, Jianpeng \| Zhou, Jiayu \| Tan, Pang-Ning \| Liu, Xi \| Luo, Lifeng IEEE Transactions on Knowledge and Data Engineering, volume 33, issue 6, pages 2764-2775 (2021). 10.1109/TKDE.2019.2956713 Cited by (11) \| Cite \| Source
Using Machine Learning to Compare Provaccine and Antivaccine Discourse Among the Public on Social Media: Algorithm Development Study (journal article) Argyris, Young Anna \| Monu, Kafui \| Tan, Pang-Ning \| Aarts, Colton \| Jiang, Fan \| Wiseley, Kaleigh Anne JMIR Public Health and Surveillance, volume 7, issue 6, pages e23105- (2021). 10.2196/23105 Cited by (14) \| Cite \| Source
Fairness Perception from a Network-Centric Perspective (conference) Masrour, Farzan \| Tan, Pang-Ning \| Esfahanian, Abdol-Hossein 2020 IEEE International Conference on Data Mining (ICDM) (2020) Sorrento, Italy 10.1109/ICDM50108.2020.00145 Cited by (2) \| Cite \| Source

Title	Investigators	Year	Expiration	Amount
III: Small: Prediction and Characterization of Extreme Events in Spatio-Temporal Data.	Tan, Pang-Ning \| Luo, Lifeng	10-01-2020	09-30-2023	$333,502
FAI: Fairness-Aware Algorithms for Network Analysis	Tan, Pang-Ning \| Esfahanian, Abdol	01-01-2020	12-31-2022	$375,842
Collaborative Proposal: MSB-FRA: A macrosystems ecology framework for continental-scale prediction and understanding of lakes	Zhou, Jiayu \| Cheruvelil, Kendra \| Tan, Pang-Ning \| Soranno, Patricia	10-15-2016	09-30-2021	$2,041,750
III: Small: Robust Algorithms for Multi-Task Learning of Spatio-Temporal Data	Luo, Lifeng \| Tan, Pang-Ning	08-01-2016	07-31-2019	$499,891
Collaborative Research: The Effects of Cross-Scale Interactions on Freshwater Ecosystem State Across Space and Time	Cheruvelil, Kendra \| Tan, Pang-Ning \| Soranno, Patricia	06-15-2011	05-31-2017	$1,590,417
III-CTX: Collaborative Research: Spatio-Temporal Data Mining For Global Scale Eco-Climatic Data	Tan, Pang-Ning	08-01-2007	07-31-2010	$188,000
AOC: A Multidisciplinary Protocol for Assessing Climate Impacts , Vulnerability and Adaptation	Andresen, Jeffrey \| Black, John \| Winkler, Julie \| Tan, Pang-Ning \| Thornsbury, Suzanne	08-15-2006	10-31-2008	$124,736