Diffusion size and structural virality: The effects of message and network features on spreading health information on twitter von Meng, Jingbo, Peng, Wei, Tan, Pang-Ning, Liu, Wuyu, Cheng, Ying, Bae, Arram

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Vaccine rhetoric on social media and COVID-19 vaccine uptake rates: A triangulation using self-reported vaccine acceptance von Nelson, Victoria, Bashyal, Bidhan, Tan, Pang-Ning, Argyris, Young Anna

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Online Multi-Task Learning Framework for Ensemble Forecasting von Xu, Jianpeng, Tan, Pang-Ning, Zhou, Jiayu, Luo, Lifeng

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Similarity in spatial structure constrains ecosystem relationships: Building a macroscale understanding of lakes von Lapierre, Jean-Francois, Collins, Sarah M., Seekell, David A., Cheruvelil, Kendra Spence, Tan, Pang-Ning, Skaff, Nicholas K., Taranu, Zofia E., Fergus, C. Emi, Soranno, Patricia A.

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Antimicrobial Polycarbonates: Investigating the Impact of Nitrogen-Containing Heterocycles as Quaternizing Agents von Ng, Victor Wee Lin, Tan, Jeremy Pang Kern, Leong, Jiayu, Voo, Zhi Xiang, Hedrick, James L, Yang, Yi Yan

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Using Machine Learning to Compare Provaccine and Antivaccine Discourse Among the Public on Social Media: Algorithm Development Study von Argyris, Young Anna, Monu, Kafui, Tan, Pang-Ning, Aarts, Colton, Jiang, Fan, Wiseley, Kaleigh Anne

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On ontology-driven document clustering using core semantic features von Fodeh, Samah, Punch, Bill, Tan, Pang-Ning

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Efficient Algorithm for Localized Support Vector Machine von Cheng, Haibin, Tan, Pang-Ning, Jin, Rong

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Selecting the right objective measure for association analysis von Tan, Pang-Ning, Kumar, Vipin, Srivastava, Jaideep

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Cross-scale interactions: quantifying multi-scaled cause-effect relationships in macrosystems von Soranno, Patricia A, Cheruvelil, Kendra S, Bissell, Edward G, Bremigan, Mary T, Downing, John A, Fergus, Carol E, Filstrup, Christopher T, Henry, Emily N, Lottig, Noah R, Stanley, Emily H, Stow, Craig A, Tan, Pang-Ning, Wagner, Tyler, Webster, Katherine E

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Hyperclique pattern discovery von Xiong, Hui, Tan, Pang-Ning, Kumar, Vipin

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Combining supervised and unsupervised learning for zero-day malware detection von Comar, Prakash Mandayam, Lei Liu, Saha, Sabyasachi, Pang-Ning Tan, Nucci, Antonio

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Strategies for effective collaborative manuscript development in interdisciplinary science teams von Oliver, Samantha K., Fergus, C. Emi, Skaff, Nicholas K., Wagner, Tyler, Tan, Pang‐Ning, Cheruvelil, Kendra Spence, Soranno, Patricia A.

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LC-MS/MS simultaneous quantification of apomorphine and its major metabolites in human plasma: Application to clinical comparative bioavailability evaluation for the apomorphine su... von Chen, Yu-Luan, Shi, Lei, Agbo, Felix, Yong, Shun Hui, Tan, Pang-Seng, Ngounou Wetie, Armand Gatien

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Ecological prediction at macroscales using big data: Does sampling design matter? von Soranno, Patricia A., Cheruvelil, Kendra Spence, Liu, Boyang, Wang, Qi, Tan, Pang-Ning, Zhou, Jiayu, King, Katelyn B. S., Mccullough, Ian M., Stachelek, Joseph, Bartley, Meridith, Filstrup, Christopher T., Hanks, Ephraim M., Lapierre, Jean-Francaois, Lottig, Noah R., Schliep, Erin M., Wagner, Tyler, E. Webster, Katherine

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LAGOS-NE: a multi-scaled geospatial and temporal database of lake ecological context and water quality for thousands of US lakes von Soranno, Patricia A, Bacon, Linda C, Beauchene, Michael, Bednar, Karen E, Bissell, Edward G, Boudreau, Claire K, Boyer, Marvin G, Bremigan, Mary T, Carpenter, Stephen R, Carr, Jamie W, Cheruvelil, Kendra S, Christel, Samuel T, Claucherty, Matt, Collins, Sarah M, Conroy, Joseph D, Downing, John A, Dukett, Jed, Fergus, C Emi, Filstrup, Christopher T, Funk, Clara, Gonzalez, Maria J, Green, Linda T, Gries, Corinna, Halfman, John D, Hamilton, Stephen K, Hanson, Paul C, Henry, Emily N, Herron, Elizabeth M, Hockings, Celeste, Jackson, James R, Jacobson-Hedin, Kari, Janus, Lorraine L, Jones, William W, Jones, John R, Keson, Caroline M, King, Katelyn B S, Kishbaugh, Scott A, Lapierre, Jean-Francois, Lathrop, Barbara, Latimore, Jo A, Lee, Yuehlin, Lottig, Noah R, Lynch, Jason A, Matthews, Leslie J, McDowell, William H, Moore, Karen E B, Neff, Brian P, Nelson, Sarah J, Oliver, Samantha K, Pace, Michael L, Pierson, Donald C, Poisson, Autumn C, Pollard, Amina I, Post, David M, Reyes, Paul O, Rosenberry, Donald O, Roy, Karen M, Rudstam, Lars G, Sarnelle, Orlando, Schuldt, Nancy J, Scott, Caren E, Skaff, Nicholas K, Smith, Nicole J, Spinelli, Nick R, Stachelek, Jemma, Stanley, Emily H, Stoddard, John L, Stopyak, Scott B, Stow, Craig A, Tallant, Jason M, Tan, Pang-Ning, Thorpe, Anthony P, Vanni, Michael J, Wagner, Tyler, Watkins, Gretchen, Weathers, Kathleen C, Webster, Katherine E, White, Jeffrey D, Wilmes, Marcy K, Yuan, Shuai

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pH-weighted amine chemical exchange saturation transfer echoplanar imaging (CEST-EPI) as a potential early biomarker for bevacizumab failure in recurrent glioblastoma von Yao, Jingwen, Tan, Caleb Hock Pang, Schlossman, Jacob, Chakhoyan, Ararat, Raymond, Catalina, Pope, Whitney B., Salamon, Noriko, Lai, Albert, Ji, Matthew, Nghiemphu, Phioanh L., Liau, Linda M., Cloughesy, Timothy F., Ellingson, Benjamin M.

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Spatio-Temporal Multi-Task Learning via Tensor Decomposition von Xu, Jianpeng, Zhou, Jiayu, Tan, Pang-Ning, Liu, Xi, Luo, Lifeng

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Macroscale patterns of synchrony identify complex relationships among spatial and temporal ecosystem drivers von Lottig, Noah R., Tan, Pang‐Ning, Wagner, Tyler, Cheruvelil, Kendra Spence, Soranno, Patricia A., Stanley, Emily H., Scott, Caren E., Stow, Craig A., Yuan, Shuai

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140 Characters of Intoxication: Exploring the Prevalence of Alcohol-Related Tweets and Predicting Their Virality von Alhabash, Saleem, VanDam, Courtland, Tan, Pang-Ning, Smith, Sandi W., Viken, Gregory, Kanver, Duygu, Tian, Liang, Figueira, Luiz

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